{"slug":"itu-opens-a-standards-track-for-agent-identity-with-the-hard-questions-still-unsettled","citations":[{"url":"https://www.popularai.org/p/ai-agent-digital-passports-identity-standards","committed_hash":"sha256:268b614487487ebefd93cb72f5979e78fe797d8bf95b5c6c187d82638fcf29d7","committed_hash_short":"sha256:268b6144…8fcf29d7","mime_type":"text/html","committed_at":"2026-07-29T22:00:18.691401+00:00","content_snapshot":"<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\">\n    <head>\n        <meta charset=\"utf-8\" />\n        <meta name=\"norton-safeweb-site-verification\" content=\"24usqpep0ejc5w6hod3dulxwciwp0djs6c6ufp96av3t4whuxovj72wfkdjxu82yacb7430qjm8adbd5ezlt4592dq4zrvadcn9j9n-0btgdzpiojfzno16-fnsnu7xd\" />\n        \n        <link rel=\"preconnect\" href=\"https://substackcdn.com\" />\n        \n\n        \n            <title data-rh=\"true\">AI agent passports may be coming. Who gets to issue them? | Popular AI</title>\n            \n            <meta data-rh=\"true\" name=\"theme-color\" content=\"#f9faf9\"/><meta data-rh=\"true\" property=\"og:type\" content=\"article\"/><meta data-rh=\"true\" property=\"og:title\" content=\"AI agent passports may be coming. Who gets to issue them?\"/><meta data-rh=\"true\" name=\"twitter:title\" content=\"AI agent passports may be coming. Who gets to issue them?\"/><meta data-rh=\"true\" name=\"description\" content=\"The ITU is exploring AI agent identity standards. Learn how credentials, authorization, revocation, privacy, and local agents could be affected.\"/><meta data-rh=\"true\" property=\"og:description\" content=\"The ITU is exploring AI agent identity standards. Learn how credentials, authorization, revocation, privacy, and local agents could be affected.\"/><meta data-rh=\"true\" name=\"twitter:description\" content=\"The ITU is exploring AI agent identity standards. 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class=\"image2-inset\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!SQuL!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!SQuL!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!SQuL!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!SQuL!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 1456w\" 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gatekeeper&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.popularai.org/i/207471849?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"AI agent digital passports could become the next tech gatekeeper\" title=\"AI agent digital passports could become the next tech gatekeeper\" srcset=\"https://substackcdn.com/image/fetch/$s_!SQuL!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!SQuL!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!SQuL!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!SQuL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf9a93b5-a926-4c24-8dd4-3aeef105976b_1672x941.png 1456w\" sizes=\"100vw\" fetchpriority=\"high\" class=\"sizing-normal\"/></picture><div class=\"image-link-expand\"><div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg aria-hidden=\"true\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http://www.w3.org/2000/svg\"><g><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"></path></g></svg></button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"></polyline><polyline points=\"9 21 3 21 3 15\"></polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"></line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"></line></svg></button></div></div></div></a><figcaption class=\"image-caption\"><span>AI agent identity could curb impersonation and unauthorized actions while creating new gatekeepers for developers, users, and local AI. </span><em>AI-modified</em><span> © Popular AI</span></figcaption></figure></div><p>An AI agent that can spend money, access private files, negotiate contracts, edit production code, or operate business systems cannot safely remain an unidentified process holding someone’s master password.</p><p>That security problem is real. The proposed solution could create a second problem by deciding which software is allowed to act.</p><p data-attrs=\"{&quot;url&quot;:&quot;https://www.popularai.org/p/ai-agent-digital-passports-identity-standards?utm_source=substack&amp;utm_medium=email&amp;utm_content=share&amp;action=share&quot;,&quot;text&quot;:&quot;Share&quot;,&quot;action&quot;:null,&quot;class&quot;:null}\" data-component-name=\"ButtonCreateButton\" class=\"button-wrapper\"><a href=\"https://www.popularai.org/p/ai-agent-digital-passports-identity-standards?utm_source=substack&amp;utm_medium=email&amp;utm_content=share&amp;action=share\" class=\"button primary\"><span>Share</span></a></p><p><strong>On July 9, 2026</strong><span>, the International Telecommunication Union announced a new effort to develop </span><a href=\"https://www.itu.int/en/mediacentre/Pages/PR-2026-07-09-focus-group-agentic-AI.aspx\">international frameworks for the identity and trustworthiness of autonomous AI agents</a><span>. The initiative could help a bank, platform, government service, or company distinguish an authorized agent from an impersonator. It could also influence which agents those institutions permit to operate.</span></p><p>The central question therefore goes beyond whether agents need better credentials. They do. The harder questions are who gets to issue those credentials, which organizations must recognize them, how much information they reveal, and who can revoke them.</p><p><span>A good identity standard would let an agent prove that it has narrow authority for a specific action. A bad one could become a universal admission system for software, with a small group of platforms, governments, or identity vendors deciding which agents count as </span><em>trustworthy</em><span>.</span></p><div><hr/></div><h4 class=\"header-anchor-post\"><em><strong>More on agentic AI:</strong></em><div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§more-on-agentic-ai\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/more-on-agentic-ai\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><div data-component-name=\"DigestPostEmbed\" class=\"digestPostEmbed-flwiST\"><a href=\"https://www.popularai.org/p/ai-agents-become-platforms-in-2026\" rel=\"noopener\" target=\"_blank\"><div class=\"pencraft pc-display-flex pc-gap-16 pc-reset\"><div style=\"width:70px;height:70px;\" class=\"pencraft pc-reset\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!o8Gz!,w_140,h_140,c_fill,f_webp,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0374e2d-8d4a-4e64-a8c4-3f76fc9a1c2f_1312x736.png\"/><img src=\"https://substackcdn.com/image/fetch/$s_!o8Gz!,w_140,h_140,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0374e2d-8d4a-4e64-a8c4-3f76fc9a1c2f_1312x736.png\" sizes=\"100vw\" alt=\"AI agents become platforms in 2026: how to avoid lock-in\" width=\"140\" height=\"140\" class=\"img-OACg1c smSquare-NGbPBa pencraft pc-reset\"/></picture></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset\"><h4 class=\"pencraft pc-reset color-pub-primary-text-NyXPlw line-height-24-jnGwiv font-display-nhmvtD size-20-P_cSRT weight-bold-DmI9lw reset-IxiVJZ\">AI agents become platforms in 2026: how to avoid lock-in</h4><div class=\"pencraft pc-display-flex pc-gap-4 pc-alignItems-center pc-reset\"><div class=\"pencraft pc-reset color-pub-secondary-text-hGQ02T line-height-20-t4M0El font-meta-MWBumP size-11-NuY2Zx weight-medium-fw81nC transform-uppercase-yKDgcq reset-IxiVJZ meta-EgzBVA\"><a href=\"https://substack.com/profile/362090995-popular-ai\" class=\"inheritColor-WetTGJ\">Popular AI</a></div><div class=\"pencraft pc-reset color-pub-secondary-text-hGQ02T reset-IxiVJZ\">·</div><div class=\"pencraft pc-reset color-pub-secondary-text-hGQ02T line-height-20-t4M0El font-meta-MWBumP size-11-NuY2Zx weight-medium-fw81nC transform-uppercase-yKDgcq reset-IxiVJZ meta-EgzBVA\">Feb 22</div></div><div class=\"pencraft pc-display-flex pc-gap-16 pc-paddingTop-0 pc-paddingBottom-0 pc-alignItems-center pc-reset\"><a href=\"https://www.popularai.org/p/ai-agents-become-platforms-in-2026\" class=\"pencraft pc-reset align-center-y7ZD4w line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-medium-fw81nC reset-IxiVJZ\"><div class=\"pencraft pc-display-flex pc-gap-8 pc-alignItems-center pc-reset link-HREYZo\"><span class=\"pencraft pc-reset color-accent-BVX_7M line-height-20-t4M0El font-text-qe4AeH size-14-MLPa7j weight-semibold-uqA4FV reset-IxiVJZ\">Read full story</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right\"><path d=\"M5 12h14\"></path><path d=\"m12 5 7 7-7 7\"></path></svg></div></a></div></div></div></a></div><div><hr/></div><h3 class=\"header-anchor-post\">AI agent digital passports: quick verdict and key takeaways<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§ai-agent-digital-passports-quick-verdict-and-key-takeaways\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/ai-agent-digital-passports-quick-verdict-and-key-takeaways\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><blockquote><p>The ITU has launched a pre-standardization project. It has not created a mandatory global passport or registration system for AI agents.</p></blockquote><blockquote><p>Agent identity and agent authorization solve different problems. Identifying an agent does not prove that it has permission to perform a particular action.</p></blockquote><blockquote><p>Credential recognition may become the most powerful control point. An open technical standard can still produce a closed ecosystem when major services accept credentials from only a small list of issuers.</p></blockquote><blockquote><p>A workable system should support multiple issuers, pseudonymous identities, selective disclosure, short-lived permissions, transparent revocation, local agents, and offline validation.</p></blockquote><blockquote><p>Developers should stop giving agents reusable human credentials. Each production agent should receive limited authority for a defined task, resource, and duration.</p></blockquote><div><hr/></div><h3 class=\"header-anchor-post\">What the ITU actually launched<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-the-itu-actually-launched\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-the-itu-actually-launched\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p><span>The </span><a href=\"https://www.itu.int/en/mediacentre/Pages/PR-2026-07-09-focus-group-agentic-AI.aspx\">ITU announced its Focus Group on Trust and Identity for Humans and Agentic AI</a><span> on July 9, 2026. The group is expected to study common terminology, identity and trust architectures, agent discovery, credential interoperability, lifecycle models, security criteria, benchmarks, and a roadmap for future standards.</span></p><p>Its first meeting is scheduled for Paris in November 2026, followed by a second meeting in Geneva in January 2027. The group will report to ITU-T Study Group 17, the part of the organization responsible for security standardization.</p><p>The initiative responds to a straightforward shift in computing. AI agents are moving beyond text generation. They can invoke APIs, use tools, access accounts, operate across company boundaries, and complete tasks that create real financial, legal, or operational consequences.</p><p><span>The ITU says that identity systems will be needed to reduce impersonation and unauthorized activity while preserving meaningful human control. Reuters characterized the effort as a push to keep autonomous agents </span><a href=\"https://www.reuters.com/legal/litigation/un-digital-tech-agency-launches-initiative-improve-trust-ai-agents-2026-07-09/\">identifiable, trustworthy, and subject to human control</a><span>, especially around financial transactions and critical infrastructure.</span></p><p>That description can sound more settled than the initiative really is. No global passport has been designed, adopted, or made compulsory.</p><p><span>The group’s </span><a href=\"https://www.itu.int/en/ITU-T/focusgroups/tida/Pages/ToR.aspx\">terms of reference describe coordinated pre-standardization work</a><span>. They place AI governance and the contents of national digital identity systems outside the group’s stated scope. The document focuses on technical foundations, interoperability, trust management, lifecycle controls, and possible future standardization.</span></p><p>As of July 16, 2026, the initiative does not require developers to register an agent, connect it to a government identity, or seek approval before running it locally. “Digital passport” is therefore a useful metaphor for the direction of the work, rather than the official name of a finished credential system.</p><p>That distinction is important because early standards discussions often shape later infrastructure. Technical choices made before a system becomes mandatory can determine which identities are portable, which issuers are trusted, and which users face friction when institutions begin adopting the framework.</p><p><span>The ITU effort is part of a broader standards push. In February 2026, </span><a href=\"https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure\">NIST launched an AI Agent Standards Initiative</a><span> focused on interoperable agent protocols, open-source implementations, security, and identity.</span></p><a href=\"https://x.com/mkratsios47/status/2023988216559272447\" target=\"_blank\" rel=\"noopener noreferrer\" data-component-name=\"Twitter2ToDOM\" class=\"pencraft pc-display-contents pc-reset\"><div data-attrs=\"{&quot;url&quot;:&quot;https://x.com/mkratsios47/status/2023988216559272447&quot;,&quot;full_text&quot;:&quot;The future of AI is agentic, and America is leading the way to make it secure and interoperable.\\n\\nA new AI Agent Standards Initiative is launching this week &lt;span class=\\&quot;tweet-fake-link\\&quot;>@NIST&lt;/span> to drive industry-led standards and open protocols that build trust and advance innovation. &quot;,&quot;username&quot;:&quot;mkratsios47&quot;,&quot;name&quot;:&quot;Director Michael Kratsios&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2036415476335833088/WPlUcJxT_normal.jpg&quot;,&quot;date&quot;:&quot;2026-02-18T05:09:29.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:140,&quot;retweet_count&quot;:330,&quot;like_count&quot;:1586,&quot;impression_count&quot;:153018,&quot;expanded_url&quot;:{&quot;url&quot;:&quot;https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure&quot;,&quot;title&quot;:&quot;Announcing the \\&quot;AI Agent Standards Initiative\\&quot; for Interoperable and Secure Innovation&quot;,&quot;description&quot;:&quot;The Initiative will ensure that the next generation of AI is widely adopted with confidence, can function securely on behalf of its users, and can interoperate smoothly across the digital ecosystem.&quot;,&quot;domain&quot;:&quot;nist.gov&quot;,&quot;image&quot;:&quot;https://pbs.substack.com/news_img/2060994737893486594/CeWePsBv?format=jpg&amp;name=orig&quot;},&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\" class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-12 pc-padding-16 pc-reset bg-primary-zk6FDl outline-detail-vcQLyr pc-borderRadius-md sizing-border-box-DggLA4 pressable-lg-kV7yq8 font-text-qe4AeH tweet-fWkQfo twitter-embed\"><div class=\"pencraft pc-display-flex pc-flexDirection-row pc-gap-12 pc-alignItems-center pc-reset\"><div style=\"--scale:40px;\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><div style=\"--scale:40px;\" title=\"User\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!Yvm9!,w_40,h_40,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg 1x, https://substackcdn.com/image/fetch/$s_!Yvm9!,w_80,h_80,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg 2x, https://substackcdn.com/image/fetch/$s_!Yvm9!,w_120,h_120,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg 3x\"/><img src=\"https://substackcdn.com/image/fetch/$s_!Yvm9!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg\" alt=\"X avatar for @mkratsios47\" srcset=\"https://substackcdn.com/image/fetch/$s_!Yvm9!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg 1x, https://substackcdn.com/image/fetch/$s_!Yvm9!,w_80,h_80,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg 2x, https://substackcdn.com/image/fetch/$s_!Yvm9!,w_120,h_120,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2036415476335833088%2FWPlUcJxT.jpg 3x\" width=\"40\" height=\"40\" draggable=\"false\" loading=\"lazy\" class=\"img-OACg1c object-fit-cover-u4ReeV pencraft pc-reset\"/></picture></div></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset flex-grow-rzmknG\"><span class=\"pencraft pc-reset weight-semibold-uqA4FV reset-IxiVJZ\">Director Michael Kratsios</span><span class=\"pencraft pc-reset color-secondary-ls1g8s reset-IxiVJZ\">@mkratsios47</span></div><svg aria-hidden=\"true\" style=\"height:20px;width:20px;\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"var(--color-fg-primary)\" stroke-width=\"1.8\" stroke=\"#000\" xmlns=\"http://www.w3.org/2000/svg\"><g><path stroke=\"none\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.2879 19.1666L8.66337 12.575L2.87405 19.1666H0.424805L7.57674 11.0258L0.424805 0.833252H6.71309L11.0717 7.04577L16.5327 0.833252H18.982L12.1619 8.59699L19.5762 19.1666H13.2879ZM16.0154 17.3083H14.3665L3.93176 2.69159H5.58092L9.7601 8.54422L10.4828 9.55981L16.0154 17.3083Z\"></path></g></svg></div><div class=\"pencraft pc-reset line-height-20-t4M0El font-text-qe4AeH size-15-Psle70 weight-regular-mUq6Gb reset-IxiVJZ text-aFN1BV\">The future of AI is agentic, and America is leading the way to make it secure and interoperable.\n\nA new AI Agent Standards Initiative is launching this week <span class=\"tweet-fake-link\">@NIST</span> to drive industry-led standards and open protocols that build trust and advance innovation. </div><div class=\"pencraft pc-display-contents pc-reset elevatedTheme-fBklGV\"><div class=\"pencraft pc-display-flex pc-flexDirection-row pc-gap-12 pc-padding-12 pc-boxShadow-none pc-reset bg-primary-zk6FDl outline-detail-vcQLyr pc-borderRadius-sm sizing-border-box-DggLA4\"><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-2 pc-minWidth-0 pc-reset flex-grow-rzmknG\"><div class=\"pencraft pc-reset ellipsis-Jb8om8 color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\">nist.gov</div><div class=\"pencraft pc-reset line-height-20-t4M0El font-text-qe4AeH size-15-Psle70 weight-medium-fw81nC clamp-y7pNm8 clamp-2-kM02pu reset-IxiVJZ\">Announcing the &quot;AI Agent Standards Initiative&quot; for Interoperable and Secure Innovation</div></div><div class=\"pencraft pc-display-flex pc-justifyContent-center pc-alignItems-center pc-reset outline-detail-vcQLyr pc-borderRadius-md overflow-hidden-WdpwT6\"><picture class=\"pencraft pc-display-contents pc-reset\"><source type=\"image/webp\" sizes=\"64px\" srcset=\"https://substackcdn.com/image/fetch/$s_!54RH!,w_64,h_64,c_fill,f_webp,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig 64w, https://substackcdn.com/image/fetch/$s_!54RH!,w_128,h_128,c_fill,f_webp,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig 128w, https://substackcdn.com/image/fetch/$s_!54RH!,w_192,h_192,c_fill,f_webp,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig 192w\" style=\"display:none;\"/><img style=\"object-fit:cover;width:64px;height:64px;\" src=\"https://substackcdn.com/image/fetch/$s_!54RH!,w_64,h_64,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig\" srcset=\"https://substackcdn.com/image/fetch/$s_!54RH!,w_64,h_64,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig 64w, https://substackcdn.com/image/fetch/$s_!54RH!,w_128,h_128,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig 128w, https://substackcdn.com/image/fetch/$s_!54RH!,w_192,h_192,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2060994737893486594%2FCeWePsBv%3Fformat%3Djpg%26name%3Dorig 192w\" sizes=\"64px\" class=\"pencraft pc-reset\"/></picture></div></div></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-8 pc-reset\"><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">5:09 AM · Feb 18, 2026</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">153K Views</span></div><div data-orientation=\"horizontal\" role=\"none\" class=\"pencraft pc-display-flex pc-flexDirection-row pc-reset container-jte8en\"><hr class=\"pencraft pc-reset divider-Ti4OTa\"/></div><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">140 Replies</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">330 Reposts</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">1.59K Likes</span></div></div></div></a><p>These parallel initiatives show that agent identity is moving from an enterprise security concern into a broader standards debate.</p><h3 class=\"header-anchor-post\">What an AI agent passport would need to prove<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-an-ai-agent-passport-would-need-to-prove\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-an-ai-agent-passport-would-need-to-prove\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>A useful agent credential would need to answer several related questions without collapsing them into one broad identity check:</p><ol><li><p><strong>Which agent</strong><span> is making the request?</span></p><div><hr/></div></li><li><p><strong>Who or what</strong><span> controls the agent?</span></p><div><hr/></div></li><li><p><strong>On whose behalf</strong><span> is it acting?</span></p><div><hr/></div></li><li><p><strong>What action</strong><span> has it been authorized to perform?</span></p><div><hr/></div></li><li><p><strong>Which resources</strong><span>, tools, accounts, or destinations are within scope?</span></p><div><hr/></div></li><li><p><strong>How long</strong><span> does the authorization remain valid?</span></p><div><hr/></div></li><li><p><span>Has the credential or delegated authority been </span><strong>revoked</strong><span>?</span></p><div><hr/></div></li><li><p><strong>Which software</strong><span>, workload, or runtime is presenting the credential?</span></p><div><hr/></div></li><li><p><strong>What evidence</strong><span> should be retained for an audit?</span></p><div><hr/></div></li><li><p><strong>Which party</strong><span> accepted the risk and approved the action?</span></p><p></p></li></ol><p>These questions describe different layers of trust.</p><p>An agent might prove that it belongs to Acme Corporation without proving that Acme authorized a $50,000 transfer. It might prove that it is acting for a particular employee without showing that the employee approved today’s purchase. It might hold a valid credential while operating outside the task, time window, account, or spending limit for which the credential was issued.</p><p><span>Current technical work already reflects this separation. A July 2026 </span><a href=\"https://datatracker.ietf.org/doc/draft-klrc-aiagent-auth/\">IETF Internet-Draft on AI agent authentication and authorization</a><span> treats agents as software actors that need stable identifiers, their own credentials, delegated authorization, revocation handling, and durable audit records. When an agent acts for a person or system, the user context and delegated authority are meant to inform authorization decisions.</span></p><p>The draft builds on familiar mechanisms such as OAuth. It describes ways to grant an agent limited access without exposing the user’s credentials, and it recommends avoiding static, long-lived secrets. It remains an Internet-Draft, so it is working material rather than an adopted IETF standard.</p><p>The important layers can be summarized this way:</p><ul><li><p><strong>Identity</strong><span> states which agent is present.</span></p><div><hr/></div></li><li><p><strong>Authentication</strong><span> tests whether the agent controls the identity it claims.</span></p><div><hr/></div></li><li><p><strong>Authorization</strong><span> determines whether the authenticated agent may perform the requested action.</span></p><div><hr/></div></li><li><p><strong>Delegation</strong><span> records who granted that authority and under which conditions.</span></p><div><hr/></div></li><li><p><strong>Provenance</strong><span> records where the request, data, software, and authority came from.</span></p><div><hr/></div></li><li><p><strong>Audit evidence</strong><span> records what happened, which policy allowed it, and how the decision changed over time.</span></p><p></p></li></ul><p>A credential that proves identity while granting broad standing access would solve the easier half of the problem.</p><a href=\"https://x.com/iancr/status/2074525268778049991?s=20\" target=\"_blank\" rel=\"noopener noreferrer\" data-component-name=\"Twitter2ToDOM\" class=\"pencraft pc-display-contents pc-reset\"><div data-attrs=\"{&quot;url&quot;:&quot;https://x.com/iancr/status/2074525268778049991?s=20&quot;,&quot;full_text&quot;:&quot;https://t.co/o8iipUmjVg&quot;,&quot;username&quot;:&quot;iancr&quot;,&quot;name&quot;:&quot;ian c rogers&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2034983360213524484/SilcA8P1_normal.jpg&quot;,&quot;date&quot;:&quot;2026-07-07T16:05:41.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:58,&quot;retweet_count&quot;:31,&quot;like_count&quot;:194,&quot;impression_count&quot;:28965,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\" class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-12 pc-padding-16 pc-reset bg-primary-zk6FDl outline-detail-vcQLyr pc-borderRadius-md sizing-border-box-DggLA4 pressable-lg-kV7yq8 font-text-qe4AeH tweet-fWkQfo twitter-embed\"><div class=\"pencraft pc-display-flex pc-flexDirection-row pc-gap-12 pc-alignItems-center pc-reset\"><div style=\"--scale:40px;\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><div style=\"--scale:40px;\" title=\"User\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!mbFk!,w_40,h_40,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg 1x, https://substackcdn.com/image/fetch/$s_!mbFk!,w_80,h_80,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg 2x, https://substackcdn.com/image/fetch/$s_!mbFk!,w_120,h_120,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg 3x\"/><img src=\"https://substackcdn.com/image/fetch/$s_!mbFk!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg\" alt=\"X avatar for @iancr\" srcset=\"https://substackcdn.com/image/fetch/$s_!mbFk!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg 1x, https://substackcdn.com/image/fetch/$s_!mbFk!,w_80,h_80,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg 2x, https://substackcdn.com/image/fetch/$s_!mbFk!,w_120,h_120,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2034983360213524484%2FSilcA8P1.jpg 3x\" width=\"40\" height=\"40\" draggable=\"false\" loading=\"lazy\" class=\"img-OACg1c object-fit-cover-u4ReeV pencraft pc-reset\"/></picture></div></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset flex-grow-rzmknG\"><span class=\"pencraft pc-reset weight-semibold-uqA4FV reset-IxiVJZ\">ian c rogers</span><span class=\"pencraft pc-reset color-secondary-ls1g8s reset-IxiVJZ\">@iancr</span></div><svg aria-hidden=\"true\" style=\"height:20px;width:20px;\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"var(--color-fg-primary)\" stroke-width=\"1.8\" stroke=\"#000\" xmlns=\"http://www.w3.org/2000/svg\"><g><path stroke=\"none\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.2879 19.1666L8.66337 12.575L2.87405 19.1666H0.424805L7.57674 11.0258L0.424805 0.833252H6.71309L11.0717 7.04577L16.5327 0.833252H18.982L12.1619 8.59699L19.5762 19.1666H13.2879ZM16.0154 17.3083H14.3665L3.93176 2.69159H5.58092L9.7601 8.54422L10.4828 9.55981L16.0154 17.3083Z\"></path></g></svg></div><div class=\"pencraft pc-reset line-height-20-t4M0El font-text-qe4AeH size-15-Psle70 weight-regular-mUq6Gb reset-IxiVJZ text-aFN1BV\">https://t.co/o8iipUmjVg</div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-8 pc-reset\"><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">4:05 PM · Jul 7, 2026</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">29K Views</span></div><div data-orientation=\"horizontal\" role=\"none\" class=\"pencraft pc-display-flex pc-flexDirection-row pc-reset container-jte8en\"><hr class=\"pencraft pc-reset divider-Ti4OTa\"/></div><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">58 Replies</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">31 Reposts</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">194 Likes</span></div></div></div></a><p>It could even make a dangerous system feel safer because every action appears attributable, despite the underlying permissions remaining excessive.</p><p><span>The </span><a href=\"https://openid.net/new-whitepaper-tackles-ai-agent-identity-challenges/\">OpenID Foundation’s agentic AI identity whitepaper</a><span> reaches a similar conclusion. Existing identity standards can secure many bounded agent use cases, but more autonomous systems introduce unresolved questions about delegated authority, agent-specific identities, lifecycle management, governance, and accountability.</span></p><div><hr/></div><div class=\"subscription-widget-wrap\"><div class=\"subscription-widget show-subscribe\"><div class=\"preamble\"><p>Popular AI is reader-supported. To receive new posts and support our work, consider becoming a free or paid subscriber.</p></div><div data-component-name=\"SubscribeWidget\" class=\"subscribe-widget\"><div class=\"pencraft pc-display-flex pc-justifyContent-center pc-reset\"><div class=\"container-IpPqBD\"><form action=\"/api/v1/free?nojs=true\" method=\"post\" novalidate class=\"form form-M5sC90\"><input type=\"hidden\" name=\"first_url\" value/><input type=\"hidden\" name=\"first_referrer\" value/><input type=\"hidden\" name=\"current_url\"/><input type=\"hidden\" name=\"current_referrer\"/><input type=\"hidden\" name=\"first_session_url\" value/><input type=\"hidden\" name=\"first_session_referrer\" value/><input type=\"hidden\" name=\"referral_code\"/><input type=\"hidden\" name=\"source\" value=\"subscribe-widget-preamble\"/><input type=\"hidden\" name=\"referring_pub_id\"/><input type=\"hidden\" name=\"additional_referring_pub_ids\"/><div class=\"sideBySideWrap-vGXrwP\"><div class=\"emailInputWrapper-QlA86j\"><div class=\"pencraft pc-display-flex pc-minWidth-0 pc-position-relative pc-reset flex-auto-j3S2WA\"><input name=\"email\" placeholder=\"Type your email...\" type=\"email\" class=\"pencraft emailInput-OkIMeB input-y4v6N4 inputText-pV_yWb\"/></div></div><button tabindex=\"0\" type=\"submit\" disabled class=\"pencraft pc-reset pencraft rightButton primary subscribe-btn button-VFSdkv buttonBase-GK1x3M\"><span class=\"button-text \">Subscribe</span></button></div><div id=\"error-container\"></div></form></div></div></div></div></div><div><hr/></div><h3 class=\"header-anchor-post\">Why AI agents need better credentials<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§why-ai-agents-need-better-credentials\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/why-ai-agents-need-better-credentials\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>The case for agent identity is stronger than the case for ordinary chatbot identity.</p><p>A chatbot usually returns information for a person to review. An agent can make a payment, delete a file, merge code, publish a statement, alter a database, or contact another service before the user sees the result. Its mistakes can escape the chat window and become events in the world.</p><p>Agent security is therefore shaped by delegated authority, persistent state, tool access, and trust boundaries. A reusable login token does little to limit what happens after a model follows a malicious instruction or makes a flawed plan.</p><p><span>A June 2026 </span><a href=\"https://arxiv.org/abs/2606.10749\">survey synthesizing 247 agent-security papers</a><span> found that prompt injection and tool-mediated control-flow hijacking remain dominant risks. It also identified persistent state corruption and attacks that spread between agents as growing concerns.</span></p><p>The researchers argue that secure agents require explicit trust boundaries, principled privilege control, provenance-aware state management, and evaluations that reflect realistic deployments. Those protections demand more than a label attached to an agent. They require enforceable limits around the agent’s tools, data, memory, and authority.</p><p><span>The issue is already relevant at organizational scale. A </span><a href=\"https://arxiv.org/abs/2607.01418\">Microsoft study of tens of thousands of engineers</a><span> examined an early-2026 rollout of Claude Code and GitHub Copilot CLI. The researchers found that adopters merged roughly 24 percent more pull requests than they estimated those engineers otherwise would have merged. The authors appropriately note that merged pull requests are a proxy for output, not a direct measure of value.</span></p><p>The exact productivity figure is less important here than the deployment context. Large organizations are already giving command-line agents the ability to inspect repositories, edit files, invoke tools, and interact with development infrastructure.</p><p>An unidentified process using a shared API key is inadequate for that environment. The organization needs to know which agent acted, which employee or system delegated authority, what the agent was allowed to do, and whether an external control approved the action.</p><p></p><h3 class=\"header-anchor-post\">Credential recognition is the real control lever<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§credential-recognition-is-the-real-control-lever\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/credential-recognition-is-the-real-control-lever\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>The greatest power in an agent identity system may not belong to the party that creates the identifier.</p><p>It may belong to the service that decides whether the identifier is accepted.</p><p>A developer can generate a cryptographically valid identity for a local agent. That identity has little practical value if a bank, cloud provider, marketplace, payment network, or government portal accepts credentials from only a small approved list of issuers.</p><p>The control lever is credential recognition.</p><p>A relying service might choose to trust credentials issued by its own identity provider, the agent’s employer, a cloud platform, a certificate authority, a bank, a payment network, a government identity system, an industry consortium, a decentralized identity network, or the user directly.</p><p>Each model can be reasonable in the right context. Each also distributes power differently.</p><p>An enterprise should be free to decide which agents may access its internal systems. A bank should demand stronger evidence before allowing an agent to transfer money. A public website does not necessarily need the legal identity of every person running a research, accessibility, or moderation bot.</p><p>Problems emerge when one high-assurance model becomes the default for every kind of interaction.</p><p>A credential requirement designed for bank transfers could spread into shopping, communications, publishing, search, software development, and routine web access. Services could begin refusing agents that are local, pseudonymous, self-issued, open source, or connected to a model provider outside an approved group.</p><p>At that point, identity becomes admission control. The protocol might remain open on paper while practical participation depends on institutional recognition.</p><p>This is why interoperability alone is insufficient. A credential can be technically compatible with a standard and still be rejected by every major service. The design of trust lists, issuer policies, assurance levels, and appeal mechanisms may matter as much as cryptography.</p><div class=\"captioned-image-container\"><figure><a target=\"_blank\" href=\"https://substackcdn.com/image/fetch/$s_!IARS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png\" data-component-name=\"Image2ToDOM\" class=\"image-link image2 is-viewable-img can-restack\"><div class=\"image2-inset\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!IARS!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!IARS!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1456w\" sizes=\"100vw\"/><img src=\"https://substackcdn.com/image/fetch/$s_!IARS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png\" width=\"1456\" height=\"819\" data-attrs=\"{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1606332,&quot;alt&quot;:&quot;AI agent identity standards raise a bigger question: who decides?&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.popularai.org/i/207471849?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"AI agent identity standards raise a bigger question: who decides?\" title=\"AI agent identity standards raise a bigger question: who decides?\" srcset=\"https://substackcdn.com/image/fetch/$s_!IARS!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!IARS!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1456w\" sizes=\"100vw\" loading=\"lazy\" class=\"sizing-normal\"/></picture><div class=\"image-link-expand\"><div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg aria-hidden=\"true\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http://www.w3.org/2000/svg\"><g><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"></path></g></svg></button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"></polyline><polyline points=\"9 21 3 21 3 15\"></polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"></line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"></line></svg></button></div></div></div></a><figcaption class=\"image-caption\"><span>AI agent digital passports could improve security, but credential issuers may gain sweeping control over which autonomous agents can operate. </span><em>AI-modified</em><span> © Popular AI</span></figcaption></figure></div><h3 class=\"header-anchor-post\">Five ways AI agent identity could become a permission system<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§five-ways-ai-agent-identity-could-become-a-permission-system\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/five-ways-ai-agent-identity-could-become-a-permission-system\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">1. </span><span>Identity could be tied unnecessarily to a legal person</span></strong></p><p>Some actions need a clear connection to an accountable person or company. Signing a commercial agreement, withdrawing money, changing a medical record, or operating critical infrastructure are obvious examples.</p><p>That requirement does not need to extend to every agent action.</p><p>A local research agent should be able to query public information without disclosing its owner’s legal identity across the web. A pseudonymous developer should be able to operate an open-source maintenance bot. A whistleblower should be able to use software to organize public records without turning every request into a legal-name disclosure.</p><p><span>The </span><a href=\"https://www.w3.org/TR/vc-data-model-2.0/\">W3C Verifiable Credentials Data Model</a><span> warns that persistent identifiers and machine-readable credentials can create correlation risks across services. A </span><a href=\"https://www.w3.org/TR/vc-bitstring-status-list/\">universal agent identifier could become a cross-site tracking number</a><span>, especially when the same identifier is presented to unrelated verifiers.</span></p><p>A better system would let the agent disclose only the attributes needed for the current transaction. A service may need proof that an agent is authorized to spend up to $200. It may have no legitimate need for the owner’s full identity, employer history, location, or unrelated activity.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">2. </span><span>Approved issuers could become gatekeepers</span></strong></p><p>A platform may accept only credentials from partners it already knows. Governments may prefer nationally approved identity systems. Enterprises may require a specific cloud provider’s agent identity product. Banks may recognize only credentials issued through their existing compliance networks.</p><p>This would be convenient for large organizations with established identity vendors. It would create more friction for local developers, independent software projects, small businesses, researchers, and users running agents on their own hardware.</p><p>The standard could remain publicly documented while the accepted trust list becomes commercially closed.</p><p>Similar patterns already exist in app stores, payment processing, certificate systems, and enterprise login. The protocol can be open while practical access depends on a few intermediaries. Agent credentials could reproduce that structure at a broader layer of the internet.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">3. </span><span>Revocation could disable an agent everywhere</span></strong></p><p>Revocation is necessary. A compromised credential must be stoppable, and an owner must be able to withdraw delegated authority.</p><p>The question is how far the stop button reaches.</p><p>A task-specific credential should stop working when the task ends, the owner withdraws permission, the key is stolen, or the relevant employment relationship changes. A central identity revocation should not automatically disable unrelated local workflows, erase audit evidence, or prevent an owner from moving the agent to another provider.</p><p>The ITU’s proposed work includes lifecycle management, revocation, and trust evaluation. Those details will determine whether revocation behaves like rotating a narrow key or losing a broad digital license.</p><p>A resilient system would allow separate credentials for separate purposes. Revoking payment authority should not disable a local research workflow. Revoking access to one employer’s systems should not destroy a pseudonymous publishing identity. Compromise in one trust domain should not automatically spread into every other domain.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">4. </span><span>Credential theft could create false accountability</span></strong></p><p>Identity does not prevent impersonation when the credential itself is stolen.</p><p><span>The </span><a href=\"https://www.w3.org/TR/vc-data-model-2.0/\">W3C credential specification describes data theft, device theft, and impersonation risks</a><span>. Agents add another layer because credentials may be stored in unattended runtimes, containers, automation servers, browser sessions, development machines, or cloud workloads.</span></p><p>An attacker using a stolen agent credential could appear to be the legitimate agent and owner. A system designed around attribution might then create confident but incorrect evidence about who acted.</p><p>Agent credentials therefore need short validity periods, secure key storage, workload binding where appropriate, rapid rotation, clear incident procedures, and logs that capture more than an identifier. Useful evidence may include the runtime, transaction, authorization chain, policy decision, and signs of compromise.</p><p>Accountability depends on the quality of that evidence. A signature proves that a key was used. It does not automatically prove that the intended owner controlled the key at the time.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">5. </span><span>Trust ratings could become behavior licenses</span></strong></p><p>The ITU is studying identity alongside continuous trust evaluation and behavioral trust signals.</p><p>Those signals can help detect a compromised or malfunctioning agent. They can also create a system in which an agent remains correctly authenticated but loses access because a platform dislikes its behavior, software origin, model, owner, or operating environment.</p><p>A security signal should answer concrete questions. Is the credential valid? Is the runtime compromised? Is this action within scope? Did the owner approve it? Has the agent exceeded an access, spending, or rate limit? Is the request consistent with the delegated task?</p><p>A vague global trust score asks a more political question: Is this agent the kind of actor institutions want to permit?</p><p>Standards should avoid turning reputational scoring into a hidden licensing layer. Trust decisions should be explainable, scoped to the relying service and action, and open to correction when data is wrong.</p><p></p><h3 class=\"header-anchor-post\">Can agent identity work without a central passport office?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§can-agent-identity-work-without-a-central-passport-office\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/can-agent-identity-work-without-a-central-passport-office\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>Technically, yes.</p><p><span>The W3C’s </span><a href=\"https://www.w3.org/TR/did-1.1/\">Decentralized Identifiers specification</a><span> describes identifiers that can be generated and controlled through systems chosen by the relevant entity. A controller can prove control through cryptographic methods without depending on one universal authority to guarantee the identifier’s continued existence.</span></p><p>DIDs do not eliminate trust decisions. A service still chooses which identifiers, methods, keys, credentials, and issuers it recognizes. Decentralized identifiers also do not automatically produce privacy, security, or fair access.</p><p>They do make a plural architecture possible.</p><p>One agent could hold separate credentials for separate purposes:</p><ul><li><p><span>A self-controlled identifier for </span><strong>public interactions</strong></p><div><hr/></div></li><li><p><span>An </span><strong>employer-issued credential</strong><span> for company systems</span></p><div><hr/></div></li><li><p><span>A </span><strong>bank-issued credential</strong><span> for payment actions</span></p><div><hr/></div></li><li><p><span>A </span><strong>temporary user delegation</strong><span> for one purchase</span></p><div><hr/></div></li><li><p><span>A </span><strong>pseudonymous credential</strong><span> for research or publishing</span></p><div><hr/></div></li><li><p><span>A </span><strong>local credential</strong><span> that never leaves a private network</span></p><div><hr/></div></li><li><p><span>A </span><strong>short-lived credential</strong><span> for one automated maintenance task</span></p><div><hr/></div></li><li><p><span>A </span><strong>hardware-bound credential</strong><span> for a high-risk production workload</span><br/></p></li></ul><p><span>One active </span><a href=\"https://datatracker.ietf.org/doc/draft-singla-agent-identity-protocol/\">IETF proposal for decentralized agent identity and capability-based delegation</a><span> combines decentralized identifiers, limited authorization, delegation chains, and deterministic validation without requiring one central identity provider.</span></p><p>W3C Verifiable Credentials can express signed claims from different issuers, along with validity and status information. The data model does not inherently require a government identity or one central registry. Verifiers still apply their own policies when deciding whether a claim is suitable for a particular use.</p><p>That is a healthier starting point than one universal agent number permanently linked to an owner. It allows stronger evidence for high-risk actions and lighter, privacy-preserving credentials for public or low-risk interactions.</p><p>The crucial policy question is whether major relying services will accept that pluralism. A decentralized format can still produce centralized enforcement when banks, platforms, and cloud providers trust only a small set of credential issuers.</p><p></p><h3 class=\"header-anchor-post\">Local agents must remain first-class agents<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§local-agents-must-remain-first-class-agents\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/local-agents-must-remain-first-class-agents\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>Local AI creates a useful test for any identity standard.</p><p>A person should be able to run an agent on owned hardware, give it limited permissions, and prove those permissions without routing every action through a cloud vendor. The architecture should not assume that every agent has a commercial platform account, runs in a hyperscale cloud, uses a legally verified owner identity, contacts a central service for every check, or comes from an approved model provider.</p><p><span>Popular AI has previously covered how </span><a href=\"https://www.popularai.org/p/ai-agents-become-platforms-in-2026\">AI agents are becoming platforms with their own execution environments and control points</a><span>. An identity standard that requires one of those platforms would deepen the same dependency.</span></p><p>Local agents still need strict controls. Keeping inference on a user’s machine does not make file access, shell execution, network calls, browser automation, or tool use safe.</p><p><span>A better local path combines private execution with narrow authority. Our </span><a href=\"https://www.popularai.org/p/llama-3-groq-8b-tool-use-ollama-local-ai-agents\">local Ollama agent workflow</a><span> shows how tool use can run on owned hardware, while the </span><a href=\"https://www.popularai.org/p/friendly-fire-claude-code-codex-malware-security-review\">Friendly Fire security review</a><span> shows why agents still need credential isolation, read-only analysis, and approval before dangerous actions.</span></p><p>Local should mean independently operable and privately controlled. It should not mean unaccountable or unrestricted.</p><p>A workable identity standard should therefore support local issuance, internal validation, offline operation where appropriate, and credentials that remain portable when a user changes model providers or agent software. A cloud identity service can be one option without becoming a technical requirement.</p><div><hr/></div><h4 class=\"header-anchor-post\"><em><strong>More on AI agent security:</strong></em><div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§more-on-ai-agent-security\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/more-on-ai-agent-security\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><div data-component-name=\"DigestPostEmbed\" class=\"digestPostEmbed-flwiST\"><a href=\"https://www.popularai.org/p/friendly-fire-claude-code-codex-malware-security-review\" rel=\"noopener\" target=\"_blank\"><div class=\"pencraft pc-display-flex pc-gap-16 pc-reset\"><div style=\"width:70px;height:70px;\" class=\"pencraft pc-reset\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!38R0!,w_140,h_140,c_fill,f_webp,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42ef80fe-842c-48ab-92c6-54498354d84e_1672x941.png\"/><img src=\"https://substackcdn.com/image/fetch/$s_!38R0!,w_140,h_140,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42ef80fe-842c-48ab-92c6-54498354d84e_1672x941.png\" sizes=\"100vw\" alt=\"“Friendly Fire” exploit turns AI security agents into malware launchers\" width=\"140\" height=\"140\" class=\"img-OACg1c smSquare-NGbPBa pencraft pc-reset\"/></picture></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset\"><h4 class=\"pencraft pc-reset color-pub-primary-text-NyXPlw line-height-24-jnGwiv font-display-nhmvtD size-20-P_cSRT weight-bold-DmI9lw reset-IxiVJZ\">“Friendly Fire” exploit turns AI security agents into malware launchers</h4><div class=\"pencraft pc-display-flex pc-gap-4 pc-alignItems-center pc-reset\"><div class=\"pencraft pc-reset color-pub-secondary-text-hGQ02T line-height-20-t4M0El font-meta-MWBumP size-11-NuY2Zx weight-medium-fw81nC transform-uppercase-yKDgcq reset-IxiVJZ meta-EgzBVA\"><a href=\"https://substack.com/profile/362090995-popular-ai\" class=\"inheritColor-WetTGJ\">Popular AI</a></div><div class=\"pencraft pc-reset color-pub-secondary-text-hGQ02T reset-IxiVJZ\">·</div><div class=\"pencraft pc-reset color-pub-secondary-text-hGQ02T line-height-20-t4M0El font-meta-MWBumP size-11-NuY2Zx weight-medium-fw81nC transform-uppercase-yKDgcq reset-IxiVJZ meta-EgzBVA\">Jul 15</div></div><div class=\"pencraft pc-display-flex pc-gap-16 pc-paddingTop-0 pc-paddingBottom-0 pc-alignItems-center pc-reset\"><a href=\"https://www.popularai.org/p/friendly-fire-claude-code-codex-malware-security-review\" class=\"pencraft pc-reset align-center-y7ZD4w line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-medium-fw81nC reset-IxiVJZ\"><div class=\"pencraft pc-display-flex pc-gap-8 pc-alignItems-center pc-reset link-HREYZo\"><span class=\"pencraft pc-reset color-accent-BVX_7M line-height-20-t4M0El font-text-qe4AeH size-14-MLPa7j weight-semibold-uqA4FV reset-IxiVJZ\">Read full story</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right\"><path d=\"M5 12h14\"></path><path d=\"m12 5 7 7-7 7\"></path></svg></div></a></div></div></div></a></div><div><hr/></div><h3 class=\"header-anchor-post\">What a good AI agent identity standard should require<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-a-good-ai-agent-identity-standard-should-require\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-a-good-ai-agent-identity-standard-should-require\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>A practical standard should make safe delegation easier without creating a universal permission authority.</p><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Multiple trust roots</span></strong></p><p>Services should be able to trust different issuers for different purposes. The ecosystem should not depend on one government, vendor, cloud platform, certificate authority, or payment network.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Scoped authority</span></strong></p><p>Credentials should describe what the agent may do. “May purchase office supplies up to $200 before Friday” is safer and more useful than a broad statement that the agent acts for Jane Doe.</p><p>Scope should include relevant resources, action types, destinations, spending limits, data classes, and time windows. A relying service should reject an action that falls outside those limits even when the identity is valid.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Short validity periods</span></strong></p><p>Agent permissions should expire quickly. Long-lived credentials create standing access that can survive after the task, employment relationship, incident, or user intent has changed.</p><p>Short validity also reduces the damage caused by theft. Rotation should be routine rather than an exceptional recovery procedure.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Selective disclosure</span></strong></p><p>An agent should reveal only the attributes needed for the transaction. Proof of a $200 spending limit should not require disclosure of the owner’s full identity, unrelated credentials, or complete activity history.</p><p>Selective disclosure also limits cross-service tracking. Different relying parties should not automatically receive a shared identifier that lets them reconstruct the owner’s behavior.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Pseudonymous and self-controlled identities</span></strong></p><p>Public and low-risk services should be able to accept pseudonymous or self-controlled agents. Higher-risk services can demand stronger evidence when the action warrants it.</p><p>The assurance level should follow the consequence of the action, rather than the mere fact that software is involved.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Transparent revocation</span></strong></p><p>Owners need a fast way to disable compromised credentials. They also need to know who revoked a credential, why it was revoked, which access was affected, and how to correct an error.</p><p>Revocation records should preserve evidence without exposing unnecessary personal information or creating a universal blacklist.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Local and offline operation</span></strong></p><p>Credential issuance, storage, validation, and policy enforcement should not require a permanent connection to a commercial identity provider. Private networks need to be able to validate agents internally.</p><p>Offline support will be especially important for industrial systems, secure environments, edge devices, and users who deliberately keep sensitive workflows away from cloud services.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Open protocols and portable records</span></strong></p><p>Users should be able to change agent software, model providers, hosting environments, and identity vendors without losing every credential or audit record.</p><p>Portability should cover more than an identifier. It should include delegated authority, revocation state, relevant audit evidence, and the ability to rebind credentials safely to a new runtime.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Approval for irreversible actions</span></strong></p><p>A valid identity should not remove human confirmation from high-consequence actions. Payments, deletions, public statements, credential changes, contract acceptance, and access to critical infrastructure may still require explicit approval.</p><p>The credential should make approval more precise by showing the action, scope, and consequences. It should not become a substitute for judgment.</p><div><hr/></div><p><strong><span data-color=\"#00c89a\" style=\"color: rgb(0, 200, 154);\">▪ </span><span>Independent enforcement</span></strong></p><p>The model should not be the final judge of whether its own proposed action is permitted. Identity and authorization policies need enforcement outside the model, at the tool, operating system, network, API, or transaction boundary.</p><p>This requirement turns permissions into controls rather than instructions the agent can reinterpret.</p><p></p><h3 class=\"header-anchor-post\">Identity cannot replace runtime enforcement<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§identity-cannot-replace-runtime-enforcement\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/identity-cannot-replace-runtime-enforcement\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>A perfectly identified agent can still make a dangerous decision.</p><p>That is why identity must be paired with controls at the moment an action is attempted.</p><p><span>The open-source </span><a href=\"https://arxiv.org/abs/2604.11790\">ClawGuard research project</a><span> places deterministic checks at the tool-call boundary. It derives a user-confirmed rule set and evaluates proposed tool calls before they create a real-world effect. The design aims to make enforcement auditable and less dependent on the model recognizing every indirect prompt injection.</span></p><p>This model addresses a problem that a passport cannot solve by itself.</p><p>A credential may prove that an agent is authorized to work on a repository. Runtime policy can still prevent it from reading an SSH key, contacting an unknown server, writing outside the workspace, or executing a binary that was never part of the approved task.</p><p>Identity answers which agent is asking. Runtime enforcement decides whether this particular action may proceed under the current policy.</p><p><span>That approach follows NIST’s </span><a href=\"https://csrc.nist.gov/pubs/sp/800/207/final\">least-privilege, per-request access model,</a><span> in which authentication and authorization are distinct decisions and access is evaluated around the resource being requested.</span></p><p>A serious agent system needs both. It also needs monitoring, revocation, incident response, and evidence that lets an operator reconstruct what happened after the fact.</p><p>The same separation should apply to human approval. A model-generated message saying “the user approved” is weak evidence. Approval should be bound to a specific action and captured by a system outside the model’s editable context.</p><div class=\"captioned-image-container\"><figure><a target=\"_blank\" href=\"https://substackcdn.com/image/fetch/$s_!zTfp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png\" data-component-name=\"Image2ToDOM\" class=\"image-link image2 is-viewable-img can-restack\"><div class=\"image2-inset\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!zTfp!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1456w\" sizes=\"100vw\"/><img src=\"https://substackcdn.com/image/fetch/$s_!zTfp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png\" width=\"1456\" height=\"819\" data-attrs=\"{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2111119,&quot;alt&quot;:&quot;AI agent passports explained: Security, privacy, and power&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.popularai.org/i/207471849?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"AI agent passports explained: Security, privacy, and power\" title=\"AI agent passports explained: Security, privacy, and power\" srcset=\"https://substackcdn.com/image/fetch/$s_!zTfp!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1456w\" sizes=\"100vw\" loading=\"lazy\" class=\"sizing-normal\"/></picture><div class=\"image-link-expand\"><div class=\"pencraft pc-display-flex pc-gap-8 pc-reset\"><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container restack-image\"><svg aria-hidden=\"true\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-width=\"1.5\" stroke=\"var(--color-fg-primary)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http://www.w3.org/2000/svg\"><g><path d=\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\"></path></g></svg></button><button tabindex=\"0\" type=\"button\" class=\"pencraft pc-reset pencraft icon-container view-image\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-maximize2 lucide-maximize-2\"><polyline points=\"15 3 21 3 21 9\"></polyline><polyline points=\"9 21 3 21 3 15\"></polyline><line x1=\"21\" x2=\"14\" y1=\"3\" y2=\"10\"></line><line x1=\"3\" x2=\"10\" y1=\"21\" y2=\"14\"></line></svg></button></div></div></div></a><figcaption class=\"image-caption\"><span>The ITU is developing AI agent identity frameworks. Here is what digital passports could mean for security, access, and user control. </span><em>AI-modified</em><span> © Popular AI</span></figcaption></figure></div><h3 class=\"header-anchor-post\">What developers should do now<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-developers-should-do-now\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-developers-should-do-now\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>Developers do not need to wait for the ITU process. The core practices are already clear.</p><ol><li><p><strong>Give every production agent its own identity.</strong><span> Several agents should not hide behind one shared service account.</span></p><a href=\"https://x.com/GoogleCloudTech/status/2047120160100860290\" target=\"_blank\" rel=\"noopener noreferrer\" data-component-name=\"Twitter2ToDOM\" class=\"pencraft pc-display-contents pc-reset\"><div data-attrs=\"{&quot;url&quot;:&quot;https://x.com/GoogleCloudTech/status/2047120160100860290&quot;,&quot;full_text&quot;:&quot;https://t.co/VcTTt9qi1P&quot;,&quot;username&quot;:&quot;GoogleCloudTech&quot;,&quot;name&quot;:&quot;Google Cloud Tech&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2047008659629391872/BfLTYOuh_normal.jpg&quot;,&quot;date&quot;:&quot;2026-04-23T01:07:34.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:7,&quot;retweet_count&quot;:64,&quot;like_count&quot;:353,&quot;impression_count&quot;:62664,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\" class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-12 pc-padding-16 pc-reset bg-primary-zk6FDl outline-detail-vcQLyr pc-borderRadius-md sizing-border-box-DggLA4 pressable-lg-kV7yq8 font-text-qe4AeH tweet-fWkQfo twitter-embed\"><div class=\"pencraft pc-display-flex pc-flexDirection-row pc-gap-12 pc-alignItems-center pc-reset\"><div style=\"--scale:40px;\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><div style=\"--scale:40px;\" title=\"User\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!Pnqk!,w_40,h_40,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg 1x, https://substackcdn.com/image/fetch/$s_!Pnqk!,w_80,h_80,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg 2x, https://substackcdn.com/image/fetch/$s_!Pnqk!,w_120,h_120,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg 3x\"/><img src=\"https://substackcdn.com/image/fetch/$s_!Pnqk!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg\" alt=\"X avatar for @GoogleCloudTech\" srcset=\"https://substackcdn.com/image/fetch/$s_!Pnqk!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg 1x, https://substackcdn.com/image/fetch/$s_!Pnqk!,w_80,h_80,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg 2x, https://substackcdn.com/image/fetch/$s_!Pnqk!,w_120,h_120,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F2047008659629391872%2FBfLTYOuh.jpg 3x\" width=\"40\" height=\"40\" draggable=\"false\" loading=\"lazy\" class=\"img-OACg1c object-fit-cover-u4ReeV pencraft pc-reset\"/></picture></div></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset flex-grow-rzmknG\"><span class=\"pencraft pc-reset weight-semibold-uqA4FV reset-IxiVJZ\">Google Cloud Tech</span><span class=\"pencraft pc-reset color-secondary-ls1g8s reset-IxiVJZ\">@GoogleCloudTech</span></div><svg aria-hidden=\"true\" style=\"height:20px;width:20px;\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"var(--color-fg-primary)\" stroke-width=\"1.8\" stroke=\"#000\" xmlns=\"http://www.w3.org/2000/svg\"><g><path stroke=\"none\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.2879 19.1666L8.66337 12.575L2.87405 19.1666H0.424805L7.57674 11.0258L0.424805 0.833252H6.71309L11.0717 7.04577L16.5327 0.833252H18.982L12.1619 8.59699L19.5762 19.1666H13.2879ZM16.0154 17.3083H14.3665L3.93176 2.69159H5.58092L9.7601 8.54422L10.4828 9.55981L16.0154 17.3083Z\"></path></g></svg></div><div class=\"pencraft pc-reset line-height-20-t4M0El font-text-qe4AeH size-15-Psle70 weight-regular-mUq6Gb reset-IxiVJZ text-aFN1BV\">https://t.co/VcTTt9qi1P</div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-8 pc-reset\"><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">1:07 AM · Apr 23, 2026</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">62.7K Views</span></div><div data-orientation=\"horizontal\" role=\"none\" class=\"pencraft pc-display-flex pc-flexDirection-row pc-reset container-jte8en\"><hr class=\"pencraft pc-reset divider-Ti4OTa\"/></div><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">7 Replies</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">64 Reposts</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">353 Likes</span></div></div></div></a><p>Separate identities make it possible to assign different permissions, trace actions, and revoke one agent without disrupting every workflow.</p><p><span>Existing workload-identity systems such as </span><a href=\"https://spiffe.io/docs/latest/deploying/svids/\">SPIFFE already provide cryptographically verifiable identities and short-lived credentials for software workloads</a><span>, offering a practical model for separating one agent from another.</span></p><div><hr/></div></li><li><p><strong>Keep human credentials out of the agent runtime.</strong><span> Avoid handing an agent a reusable master token, browser session, SSH key, or employee password when a temporary delegated credential can do the job.</span></p><div><hr/></div></li><li><p><strong>Set task-specific permissions.</strong><span> Limit files, tools, APIs, destinations, spending, execution time, data classes, and action types. Default access should be narrow.</span></p><a href=\"https://x.com/KentonVarda/status/2069765917018382568\" target=\"_blank\" rel=\"noopener noreferrer\" data-component-name=\"Twitter2ToDOM\" class=\"pencraft pc-display-contents pc-reset\"><div data-attrs=\"{&quot;url&quot;:&quot;https://x.com/KentonVarda/status/2069765917018382568&quot;,&quot;full_text&quot;:&quot;I actually think this is the wrong approach to agent authorization. Here's why:\\n\\nIf you have to explicitly configure each agent's permissions, you've lost. Because you're only going to have patience to configure so many agent permissions. So in this route you can only have a&quot;,&quot;username&quot;:&quot;KentonVarda&quot;,&quot;name&quot;:&quot;Kenton Varda&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/1165386800191303680/MIYOrXsN_normal.jpg&quot;,&quot;date&quot;:&quot;2026-06-24T12:53:43.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:87,&quot;retweet_count&quot;:58,&quot;like_count&quot;:689,&quot;impression_count&quot;:89940,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\" class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-12 pc-padding-16 pc-reset bg-primary-zk6FDl outline-detail-vcQLyr pc-borderRadius-md sizing-border-box-DggLA4 pressable-lg-kV7yq8 font-text-qe4AeH tweet-fWkQfo twitter-embed\"><div class=\"pencraft pc-display-flex pc-flexDirection-row pc-gap-12 pc-alignItems-center pc-reset\"><div style=\"--scale:40px;\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><div style=\"--scale:40px;\" title=\"User\" class=\"pencraft pc-display-flex pc-width-40 pc-height-40 pc-justifyContent-center pc-alignItems-center pc-position-relative pc-reset bg-secondary-UUD3_J flex-auto-j3S2WA outline-detail-vcQLyr pc-borderRadius-full overflow-hidden-WdpwT6 sizing-border-box-DggLA4 container-TAtrWj\"><picture><source type=\"image/webp\" srcset=\"https://substackcdn.com/image/fetch/$s_!ZVE4!,w_40,h_40,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg 1x, https://substackcdn.com/image/fetch/$s_!ZVE4!,w_80,h_80,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg 2x, https://substackcdn.com/image/fetch/$s_!ZVE4!,w_120,h_120,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg 3x\"/><img src=\"https://substackcdn.com/image/fetch/$s_!ZVE4!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg\" alt=\"X avatar for @KentonVarda\" srcset=\"https://substackcdn.com/image/fetch/$s_!ZVE4!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg 1x, https://substackcdn.com/image/fetch/$s_!ZVE4!,w_80,h_80,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg 2x, https://substackcdn.com/image/fetch/$s_!ZVE4!,w_120,h_120,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fprofile_images%2F1165386800191303680%2FMIYOrXsN.jpg 3x\" width=\"40\" height=\"40\" draggable=\"false\" loading=\"lazy\" class=\"img-OACg1c object-fit-cover-u4ReeV pencraft pc-reset\"/></picture></div></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset flex-grow-rzmknG\"><span class=\"pencraft pc-reset weight-semibold-uqA4FV reset-IxiVJZ\">Kenton Varda</span><span class=\"pencraft pc-reset color-secondary-ls1g8s reset-IxiVJZ\">@KentonVarda</span></div><svg aria-hidden=\"true\" style=\"height:20px;width:20px;\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"var(--color-fg-primary)\" stroke-width=\"1.8\" stroke=\"#000\" xmlns=\"http://www.w3.org/2000/svg\"><g><path stroke=\"none\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.2879 19.1666L8.66337 12.575L2.87405 19.1666H0.424805L7.57674 11.0258L0.424805 0.833252H6.71309L11.0717 7.04577L16.5327 0.833252H18.982L12.1619 8.59699L19.5762 19.1666H13.2879ZM16.0154 17.3083H14.3665L3.93176 2.69159H5.58092L9.7601 8.54422L10.4828 9.55981L16.0154 17.3083Z\"></path></g></svg></div><div class=\"pencraft pc-reset line-height-20-t4M0El font-text-qe4AeH size-15-Psle70 weight-regular-mUq6Gb reset-IxiVJZ text-aFN1BV\">I actually think this is the wrong approach to agent authorization. Here's why:\n\nIf you have to explicitly configure each agent's permissions, you've lost. Because you're only going to have patience to configure so many agent permissions. So in this route you can only have a</div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-gap-8 pc-reset\"><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">12:53 PM · Jun 24, 2026</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">89.9K Views</span></div><div data-orientation=\"horizontal\" role=\"none\" class=\"pencraft pc-display-flex pc-flexDirection-row pc-reset container-jte8en\"><hr class=\"pencraft pc-reset divider-Ti4OTa\"/></div><div class=\"pencraft pc-reset color-secondary-ls1g8s line-height-20-t4M0El font-text-qe4AeH size-13-hZTUKr weight-regular-mUq6Gb reset-IxiVJZ\"><span class=\"pencraft pc-reset reset-IxiVJZ\">87 Replies</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">58 Reposts</span><span class=\"pencraft pc-reset reset-IxiVJZ\"> · </span><span class=\"pencraft pc-reset reset-IxiVJZ\">689 Likes</span></div></div></div></a><p>This is an important qualification. Least privilege cannot depend on users manually designing a perfect policy for every temporary agent. Platforms will need to derive narrow permissions from the task, request confirmation for exceptional access, and expire that authority automatically.</p><div><hr/></div></li><li><p><strong>Use short-lived credentials.</strong><span> Expire permissions automatically. Rotate them after incidents, major software changes, ownership changes, and transfers between environments.</span></p><p><span>OAuth’s current security guidance recommends </span><a href=\"https://www.rfc-editor.org/rfc/rfc9700.txt\">restricting token privileges to the minimum required</a><span> and using sender-constrained tokens or token rotation to reduce the usefulness of stolen credentials.</span></p><div><hr/></div></li><li><p><strong>Enforce policy outside the model.</strong><span> The model can propose an action. A separate control should decide whether the action matches the allowed scope.</span></p><div><hr/></div></li><li><p><strong>Record the chain of authority.</strong><span> Logs should capture the user or system that delegated authority, the agent identity, credential, requested action, policy decision, approval event, tool result, and final outcome.</span></p><div><hr/></div></li><li><p><strong>Prepare for credential theft.</strong><span> Build rotation, revocation, recovery, and forensic procedures before connecting the agent to sensitive systems. Test those procedures with harmless credentials.</span></p><div><hr/></div></li><li><p><strong>Separate identity from reputation.</strong><span> A valid identifier should not silently inherit a global behavioral score. Risk signals should be specific, explainable, and tied to the current transaction.</span></p><div><hr/></div></li><li><p><strong>Keep a local fallback.</strong><span> Avoid making the identity provider inseparable from the model provider or runtime. Users should retain an independent way to operate and migrate their agents.</span></p><div><hr/></div></li><li><p><strong>Review trust dependencies.</strong><span> Document which issuers, certificate authorities, platforms, and registries the system relies on. Decide what happens when one becomes unavailable or changes policy.</span></p><div><hr/></div></li><li><p><strong>Require step-up approval for consequences.</strong><span> A low-risk credential may be enough to browse a catalog. A payment, deletion, publication, or production change should trigger stronger evidence and explicit confirmation.</span></p><div><hr/></div></li><li><p><strong>Test rejection paths.</strong><span> Confirm that expired, revoked, over-scoped, incorrectly issued, and stolen credentials fail safely. A system that validates only the happy path is not ready for autonomous action.</span></p><p></p></li></ol><p>These measures improve security today while leaving room for future standards. They also reduce the chance that organizations will adopt an overly broad passport model simply because their current agents have no usable identity or delegation controls.</p><p></p><h3 class=\"header-anchor-post\">What remains undecided<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-remains-undecided\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-remains-undecided\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>The ITU group has identified the problem, but its most consequential design choices remain open.</p><p><span>In the United States, a </span><a href=\"https://www.nist.gov/news-events/news/2026/02/new-concept-paper-identity-and-authority-software-agents\">NIST concept paper on software and AI agent identity and authorization</a><span> is separately examining how existing identity standards and security practices could be applied to agentic systems.</span></p><p>It is not yet clear which identity architectures will be recommended, whether common credentials will bind agents to legal identities, how pseudonymous agents will be handled, how local and offline agents will participate, which organizations will issue recognized credentials, or how services will choose trusted issuers.</p><p>The process also needs answers for revocation disputes, behavioral trust signals, selective disclosure, credential portability, open-source implementations, audit retention, cross-border recognition, and the treatment of users who cannot or will not complete legal-name verification.</p><p>Those questions matter more than the word “passport.”</p><p>A decentralized technical format can still produce centralized enforcement when major services accept only favored issuers. A voluntary standard can become effectively compulsory when banks, marketplaces, cloud providers, governments, and enterprise systems make it a condition of access.</p><p>The strongest safeguards should therefore be built into the architecture before credential recognition becomes widespread. Multiple trust roots, minimal disclosure, scoped authority, transparent revocation, local operation, and independent enforcement are easier to preserve at the start than to recover after a few institutions become dominant.</p><p>Standards bodies should also distinguish safety requirements from business preferences. A service may need to know that a credential is valid and appropriately scoped. It should have to justify any demand for the owner’s legal identity, model provider, full activity history, or global reputation score.</p><div><hr/></div><h3 class=\"header-anchor-post\">Frequently asked questions<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§frequently-asked-questions\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/frequently-asked-questions\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><h4 class=\"header-anchor-post\">Do AI agents need digital passports now?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§do-ai-agents-need-digital-passports-now\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/do-ai-agents-need-digital-passports-now\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>No. The ITU has started pre-standardization work on identity and trust for humans and agentic AI. It has not created a mandatory credential, registration system, or global passport. Developers can still run local agents without seeking ITU approval.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">Will a local AI agent need an identity?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§will-a-local-ai-agent-need-an-identity\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/will-a-local-ai-agent-need-an-identity\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>A local agent can operate inside a private machine or network without a globally recognized identity. It may need a credential when it accesses an external bank, platform, API, marketplace, payment system, or enterprise service. The credential should be scoped to that interaction rather than becoming a universal identifier.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">Can an AI agent operate anonymously?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§can-an-ai-agent-operate-anonymously\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/can-an-ai-agent-operate-anonymously\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>An agent can technically use a pseudonymous or self-controlled identifier. Whether a service accepts it depends on the action and the service’s trust policy. Public and low-risk interactions can support pseudonymity, while high-consequence actions may justify stronger evidence.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">Who will issue AI agent credentials?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§who-will-issue-ai-agent-credentials\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/who-will-issue-ai-agent-credentials\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>That remains unsettled. Possible issuers include users, employers, platforms, banks, governments, certificate authorities, industry consortia, and decentralized identity systems. Different issuers may be appropriate for different tasks, which is why multiple trust roots are important.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">What happens when an agent credential is stolen?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-happens-when-an-agent-credential-is-stolen\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-happens-when-an-agent-credential-is-stolen\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>An attacker may be able to impersonate the agent until the credential expires or is revoked. Credentials should be short-lived, tightly scoped, protected from export where possible, easy to rotate, and backed by audit evidence that includes the runtime and authorization context.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">Is identity enough to make an AI agent safe?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§is-identity-enough-to-make-an-ai-agent-safe\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/is-identity-enough-to-make-an-ai-agent-safe\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>No. Identity establishes which agent is making a request. Authorization, sandboxing, approval gates, spending limits, tool restrictions, network controls, runtime enforcement, and audit logs determine what the agent can actually do.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">Could an AI passport become mandatory even without a law?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§could-an-ai-passport-become-mandatory-even-without-a-law\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/could-an-ai-passport-become-mandatory-even-without-a-law\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>Yes, in practice. A voluntary credential can become a condition of access when banks, cloud platforms, marketplaces, employers, or government services require it. This is why issuer recognition and appeal rules deserve as much scrutiny as the credential format.</p><div><hr/></div></blockquote><h4 class=\"header-anchor-post\">What should developers avoid today?<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§what-should-developers-avoid-today\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/what-should-developers-avoid-today\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h4><blockquote><p>Avoid shared service accounts, reusable human credentials, long-lived tokens, broad tool permissions, model-controlled approval, and identity systems that cannot be separated from one provider. Give each agent narrow, temporary authority and enforce the limits outside the model.</p><div><hr/></div></blockquote><h3 class=\"header-anchor-post\">AI agent identity should expand user control, not platform power<div class=\"pencraft pc-display-flex pc-alignItems-center pc-position-absolute pc-reset header-anchor-parent\"><div class=\"pencraft pc-display-contents pc-reset pubTheme-yiXxQA\"><div id=\"§ai-agent-identity-should-expand-user-control-not-platform-power\" class=\"pencraft pc-reset header-anchor offset-top\"></div><button tabindex=\"0\" type=\"button\" aria-label=\"Link\" data-href=\"https://www.popularai.org/i/207471849/ai-agent-identity-should-expand-user-control-not-platform-power\" class=\"pencraft pc-reset pencraft iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_secondary-S63h9o\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-link\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"></path><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"></path></svg></button></div></div></h3><p>AI agents need better identity, delegation, and authorization. Giving autonomous software a human password and trusting the model to remain within the user’s intent is not a serious security model.</p><p>The answer should also avoid one universal passport office for software.</p><p>A sound standard would let an agent prove that it holds limited authority for a specific action without exposing more information than necessary or forcing the owner through one approved platform. It would support local agents, multiple issuers, pseudonymous use, portable credentials, short validity periods, fast revocation, and deterministic controls at the tool boundary.</p><p>The test is simple.</p><div data-callout=\"true\" class=\"callout-block\"><p>Agent identity should help users control their agents. It should not become a system that lets institutions decide which users are permitted to have agents.</p></div><div><hr/></div><p data-attrs=\"{&quot;url&quot;:&quot;https://www.popularai.org/p/ai-agent-digital-passports-identity-standards/comments&quot;,&quot;text&quot;:&quot;Leave a comment&quot;,&quot;action&quot;:null,&quot;class&quot;:null}\" data-component-name=\"ButtonCreateButton\" class=\"button-wrapper\"><a href=\"https://www.popularai.org/p/ai-agent-digital-passports-identity-standards/comments\" class=\"button primary\"><span>Leave a comment</span></a></p><div><hr/></div><p style=\"text-align: center;\"><em><strong>Explore more from Popular AI:</strong></em></p><p style=\"text-align: center;\"><strong><a href=\"https://popularai.org/t/start-here\">Start here</a><span> | </span><a href=\"https://popularai.org/t/local-ai\">Local AI</a><span> | </span><a href=\"https://popularai.org/t/walkthroughs\">Fixes &amp; guides</a><span> | </span><a 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12.7883 15.069 12.9852C14.872 13.1777 14.608 13.2739 14.2767 13.2739H10.7117V16.4697C10.7117 16.689 10.6848 16.9128 10.6311 17.1411C10.5774 17.3694 10.5103 17.5753 10.4297 17.7588C10.3491 17.9468 10.2686 18.0967 10.188 18.2086C10.1119 18.325 10.0492 18.3832 10 18.3832C9.95076 18.3832 9.88586 18.325 9.8053 18.2086C9.72473 18.0967 9.64417 17.9468 9.5636 17.7588C9.48303 17.5753 9.41589 17.3694 9.36218 17.1411C9.30847 16.9128 9.28162 16.689 9.28162 16.4697V13.2739H5.72327C5.39205 13.2739 5.12573 13.1777 4.92432 12.9852C4.72738 12.7883 4.62891 12.5309 4.62891 12.2131Z\"></path></g></svg></div>Pinned</button></span></div></div><div class=\"pencraft pc-display-flex pc-flexDirection-column pc-reset flex-grow-rzmknG\"></div><div class=\"pencraft pc-display-flex pc-reset comment-menu-trigger-container triggerContainer-eX588u\"><button tabindex=\"0\" type=\"button\" aria-label=\"Ellipsis\" id=\"radix-P0-82\" aria-haspopup=\"menu\" aria-expanded=\"false\" data-state=\"closed\" class=\"pencraft pc-reset pencraft trigger-j08Uop iconButton-mq_Et5 iconButtonBase-dJGHgN buttonBase-GK1x3M buttonStyle-r7yGCK size_sm-G3LciD priority_quaternary-kpMibu\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-ellipsis\"><circle cx=\"12\" cy=\"12\" r=\"1\"></circle><circle cx=\"19\" cy=\"12\" r=\"1\"></circle><circle cx=\"5\" cy=\"12\" r=\"1\"></circle></svg></button></div></div><div class=\"comment-body expanded\"><p><span>Would you trust an AI agent more if it carried a verified digital identity, or would that create a powerful new gatekeeper?</span></p></div><div class=\"pencraft pc-display-flex pc-gap-16 pc-paddingTop-8 pc-justifyContent-flex-start pc-alignItems-center pc-reset comment-actions withShareButton-hQzuEn\"><span class=\"pencraft pc-reset decoration-hover-underline-ClDVRM reset-IxiVJZ\"><a class=\"pencraft 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x2=\\\\\\\"14\\\\\\\" y1=\\\\\\\"3\\\\\\\" y2=\\\\\\\"10\\\\\\\"></line><line x1=\\\\\\\"3\\\\\\\" x2=\\\\\\\"10\\\\\\\" y1=\\\\\\\"21\\\\\\\" y2=\\\\\\\"14\\\\\\\"></line></svg></button></div></div></div></a><figcaption class=\\\\\\\"image-caption\\\\\\\">AI agent identity could curb impersonation and unauthorized actions while creating new gatekeepers for developers, users, and local AI. <em>AI-modified</em> \\u00A9 Popular AI</figcaption></figure></div><p>An AI agent that can spend money, access private files, negotiate contracts, edit production code, or operate business systems cannot safely remain an unidentified process holding someone\\u2019s master password.</p><p>That security problem is real. The proposed solution could create a second problem by deciding which software is allowed to act.</p><p class=\\\\\\\"button-wrapper\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://www.popularai.org/p/ai-agent-digital-passports-identity-standards?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;,&quot;action&quot;:null,&quot;class&quot;:null}\\\\\\\" data-component-name=\\\\\\\"ButtonCreateButton\\\\\\\"><a class=\\\\\\\"button primary\\\\\\\" href=\\\\\\\"https://www.popularai.org/p/ai-agent-digital-passports-identity-standards?utm_source=substack&utm_medium=email&utm_content=share&action=share\\\\\\\"><span>Share</span></a></p><p><strong>On July 9, 2026</strong>, the International Telecommunication Union announced a new effort to develop <a href=\\\\\\\"https://www.itu.int/en/mediacentre/Pages/PR-2026-07-09-focus-group-agentic-AI.aspx\\\\\\\">international frameworks for the identity and trustworthiness of autonomous AI agents</a>. The initiative could help a bank, platform, government service, or company distinguish an authorized agent from an impersonator. It could also influence which agents those institutions permit to operate.</p><p>The central question therefore goes beyond whether agents need better credentials. They do. The harder questions are who gets to issue those credentials, which organizations must recognize them, how much information they reveal, and who can revoke them.</p><p>A good identity standard would let an agent prove that it has narrow authority for a specific action. A bad one could become a universal admission system for software, with a small group of platforms, governments, or identity vendors deciding which agents count as <em>trustworthy</em>.</p><div><hr></div><h4><em><strong>More on agentic AI:</strong></em></h4><div class=\\\\\\\"digest-post-embed\\\\\\\" data-attrs=\\\\\\\"{&quot;nodeId&quot;:&quot;e276b36e-f428-42fb-8fd8-6c0538267287&quot;,&quot;caption&quot;:&quot;For the last two years, \\u201Cagent\\u201D mostly meant a chat loop plus a handful of tools. It looked great in a demo, then fell apart the moment you asked it to do real work for more than a few minutes. Con\\u2026&quot;,&quot;cta&quot;:null,&quot;showBylines&quot;:true,&quot;showDescription&quot;:true,&quot;showImage&quot;:true,&quot;size&quot;:&quot;sm&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;AI agents become platforms in 2026: how to avoid lock-in&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:362090995,&quot;name&quot;:&quot;Popular AI&quot;,&quot;bio&quot;:&quot;Popular AI covers local AI for power users who want more autonomy, hardware-specific fixes, accessible user guides, build advice, and clear analysis of the AI changes that actually matter.&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2d33e76e-6901-474e-b732-a93e6bca8acd_514x514.png&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-02-22T18:02:15.764Z&quot;,&quot;cover_image&quot;:&quot;https://substackcdn.com/image/fetch/$s_!o8Gz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0374e2d-8d4a-4e64-a8c4-3f76fc9a1c2f_1312x736.png&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://www.popularai.org/p/ai-agents-become-platforms-in-2026&quot;,&quot;section_name&quot;:null,&quot;video_upload_id&quot;:null,&quot;id&quot;:188817746,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:1,&quot;comment_count&quot;:0,&quot;publication_id&quot;:5553661,&quot;publication_name&quot;:&quot;Popular AI&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!ea4m!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0dc4955-a9ab-44cd-b158-63f55cabea52_514x514.png&quot;,&quot;belowTheFold&quot;:true,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}\\\\\\\"></div><div><hr></div><h3>AI agent digital passports: quick verdict and key takeaways</h3><blockquote><p>The ITU has launched a pre-standardization project. It has not created a mandatory global passport or registration system for AI agents.</p></blockquote><blockquote><p>Agent identity and agent authorization solve different problems. Identifying an agent does not prove that it has permission to perform a particular action.</p></blockquote><blockquote><p>Credential recognition may become the most powerful control point. An open technical standard can still produce a closed ecosystem when major services accept credentials from only a small list of issuers.</p></blockquote><blockquote><p>A workable system should support multiple issuers, pseudonymous identities, selective disclosure, short-lived permissions, transparent revocation, local agents, and offline validation.</p></blockquote><blockquote><p>Developers should stop giving agents reusable human credentials. Each production agent should receive limited authority for a defined task, resource, and duration.</p></blockquote><div><hr></div><h3>What the ITU actually launched</h3><p>The <a href=\\\\\\\"https://www.itu.int/en/mediacentre/Pages/PR-2026-07-09-focus-group-agentic-AI.aspx\\\\\\\">ITU announced its Focus Group on Trust and Identity for Humans and Agentic AI</a> on July 9, 2026. The group is expected to study common terminology, identity and trust architectures, agent discovery, credential interoperability, lifecycle models, security criteria, benchmarks, and a roadmap for future standards.</p><p>Its first meeting is scheduled for Paris in November 2026, followed by a second meeting in Geneva in January 2027. The group will report to ITU-T Study Group 17, the part of the organization responsible for security standardization.</p><p>The initiative responds to a straightforward shift in computing. AI agents are moving beyond text generation. They can invoke APIs, use tools, access accounts, operate across company boundaries, and complete tasks that create real financial, legal, or operational consequences.</p><p>The ITU says that identity systems will be needed to reduce impersonation and unauthorized activity while preserving meaningful human control. Reuters characterized the effort as a push to keep autonomous agents <a href=\\\\\\\"https://www.reuters.com/legal/litigation/un-digital-tech-agency-launches-initiative-improve-trust-ai-agents-2026-07-09/\\\\\\\">identifiable, trustworthy, and subject to human control</a>, especially around financial transactions and critical infrastructure.</p><p>That description can sound more settled than the initiative really is. No global passport has been designed, adopted, or made compulsory.</p><p>The group\\u2019s <a href=\\\\\\\"https://www.itu.int/en/ITU-T/focusgroups/tida/Pages/ToR.aspx\\\\\\\">terms of reference describe coordinated pre-standardization work</a>. They place AI governance and the contents of national digital identity systems outside the group\\u2019s stated scope. The document focuses on technical foundations, interoperability, trust management, lifecycle controls, and possible future standardization.</p><p>As of July 16, 2026, the initiative does not require developers to register an agent, connect it to a government identity, or seek approval before running it locally. \\u201CDigital passport\\u201D is therefore a useful metaphor for the direction of the work, rather than the official name of a finished credential system.</p><p>That distinction is important because early standards discussions often shape later infrastructure. Technical choices made before a system becomes mandatory can determine which identities are portable, which issuers are trusted, and which users face friction when institutions begin adopting the framework.</p><p>The ITU effort is part of a broader standards push. In February 2026, <a href=\\\\\\\"https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure\\\\\\\">NIST launched an AI Agent Standards Initiative</a> focused on interoperable agent protocols, open-source implementations, security, and identity.</p><div class=\\\\\\\"twitter-embed\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://x.com/mkratsios47/status/2023988216559272447&quot;,&quot;full_text&quot;:&quot;The future of AI is agentic, and America is leading the way to make it secure and interoperable.\\\\\\\\n\\\\\\\\nA new AI Agent Standards Initiative is launching this week <span class=\\\\\\\\&quot;tweet-fake-link\\\\\\\\&quot;>@NIST</span> to drive industry-led standards and open protocols that build trust and advance innovation. &quot;,&quot;username&quot;:&quot;mkratsios47&quot;,&quot;name&quot;:&quot;Director Michael Kratsios&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2036415476335833088/WPlUcJxT_normal.jpg&quot;,&quot;date&quot;:&quot;2026-02-18T05:09:29.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:140,&quot;retweet_count&quot;:330,&quot;like_count&quot;:1586,&quot;impression_count&quot;:153018,&quot;expanded_url&quot;:{&quot;url&quot;:&quot;https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure&quot;,&quot;title&quot;:&quot;Announcing the \\\\\\\\&quot;AI Agent Standards Initiative\\\\\\\\&quot; for Interoperable and Secure Innovation&quot;,&quot;description&quot;:&quot;The Initiative will ensure that the next generation of AI is widely adopted with confidence, can function securely on behalf of its users, and can interoperate smoothly across the digital ecosystem.&quot;,&quot;domain&quot;:&quot;nist.gov&quot;,&quot;image&quot;:&quot;https://pbs.substack.com/news_img/2060994737893486594/CeWePsBv?format=jpg&amp;name=orig&quot;},&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\\\\\\\" data-component-name=\\\\\\\"Twitter2ToDOM\\\\\\\"></div><p>These parallel initiatives show that agent identity is moving from an enterprise security concern into a broader standards debate.</p><h3>What an AI agent passport would need to prove</h3><p>A useful agent credential would need to answer several related questions without collapsing them into one broad identity check:</p><ol><li><p><strong>Which agent</strong> is making the request?</p><div><hr></div></li><li><p><strong>Who or what</strong> controls the agent?</p><div><hr></div></li><li><p><strong>On whose behalf</strong> is it acting?</p><div><hr></div></li><li><p><strong>What action</strong> has it been authorized to perform?</p><div><hr></div></li><li><p><strong>Which resources</strong>, tools, accounts, or destinations are within scope?</p><div><hr></div></li><li><p><strong>How long</strong> does the authorization remain valid?</p><div><hr></div></li><li><p>Has the credential or delegated authority been <strong>revoked</strong>?</p><div><hr></div></li><li><p><strong>Which software</strong>, workload, or runtime is presenting the credential?</p><div><hr></div></li><li><p><strong>What evidence</strong> should be retained for an audit?</p><div><hr></div></li><li><p><strong>Which party</strong> accepted the risk and approved the action?</p><p></p></li></ol><p>These questions describe different layers of trust.</p><p>An agent might prove that it belongs to Acme Corporation without proving that Acme authorized a $50,000 transfer. It might prove that it is acting for a particular employee without showing that the employee approved today\\u2019s purchase. It might hold a valid credential while operating outside the task, time window, account, or spending limit for which the credential was issued.</p><p>Current technical work already reflects this separation. A July 2026 <a href=\\\\\\\"https://datatracker.ietf.org/doc/draft-klrc-aiagent-auth/\\\\\\\">IETF Internet-Draft on AI agent authentication and authorization</a> treats agents as software actors that need stable identifiers, their own credentials, delegated authorization, revocation handling, and durable audit records. When an agent acts for a person or system, the user context and delegated authority are meant to inform authorization decisions.</p><p>The draft builds on familiar mechanisms such as OAuth. It describes ways to grant an agent limited access without exposing the user\\u2019s credentials, and it recommends avoiding static, long-lived secrets. It remains an Internet-Draft, so it is working material rather than an adopted IETF standard.</p><p>The important layers can be summarized this way:</p><ul><li><p><strong>Identity</strong> states which agent is present.</p><div><hr></div></li><li><p><strong>Authentication</strong> tests whether the agent controls the identity it claims.</p><div><hr></div></li><li><p><strong>Authorization</strong> determines whether the authenticated agent may perform the requested action.</p><div><hr></div></li><li><p><strong>Delegation</strong> records who granted that authority and under which conditions.</p><div><hr></div></li><li><p><strong>Provenance</strong> records where the request, data, software, and authority came from.</p><div><hr></div></li><li><p><strong>Audit evidence</strong> records what happened, which policy allowed it, and how the decision changed over time.</p><p></p></li></ul><p>A credential that proves identity while granting broad standing access would solve the easier half of the problem.</p><div class=\\\\\\\"twitter-embed\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://x.com/iancr/status/2074525268778049991?s=20&quot;,&quot;full_text&quot;:&quot;https://t.co/o8iipUmjVg&quot;,&quot;username&quot;:&quot;iancr&quot;,&quot;name&quot;:&quot;ian c rogers&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2034983360213524484/SilcA8P1_normal.jpg&quot;,&quot;date&quot;:&quot;2026-07-07T16:05:41.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:58,&quot;retweet_count&quot;:31,&quot;like_count&quot;:194,&quot;impression_count&quot;:28965,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\\\\\\\" data-component-name=\\\\\\\"Twitter2ToDOM\\\\\\\"></div><p>It could even make a dangerous system feel safer because every action appears attributable, despite the underlying permissions remaining excessive.</p><p>The <a href=\\\\\\\"https://openid.net/new-whitepaper-tackles-ai-agent-identity-challenges/\\\\\\\">OpenID Foundation\\u2019s agentic AI identity whitepaper</a> reaches a similar conclusion. Existing identity standards can secure many bounded agent use cases, but more autonomous systems introduce unresolved questions about delegated authority, agent-specific identities, lifecycle management, governance, and accountability.</p><div><hr></div><div class=\\\\\\\"subscription-widget-wrap-editor\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://www.popularai.org/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}\\\\\\\" data-component-name=\\\\\\\"SubscribeWidgetToDOM\\\\\\\"><div class=\\\\\\\"subscription-widget show-subscribe\\\\\\\"><div class=\\\\\\\"preamble\\\\\\\"><p class=\\\\\\\"cta-caption\\\\\\\">Popular AI is reader-supported. To receive new posts and support our work, consider becoming a free or paid subscriber.</p></div><form class=\\\\\\\"subscription-widget-subscribe\\\\\\\"><input type=\\\\\\\"email\\\\\\\" class=\\\\\\\"email-input\\\\\\\" name=\\\\\\\"email\\\\\\\" placeholder=\\\\\\\"Type your email\\u2026\\\\\\\" tabindex=\\\\\\\"-1\\\\\\\"><input type=\\\\\\\"submit\\\\\\\" class=\\\\\\\"button primary\\\\\\\" value=\\\\\\\"Subscribe\\\\\\\"><div class=\\\\\\\"fake-input-wrapper\\\\\\\"><div class=\\\\\\\"fake-input\\\\\\\"></div><div class=\\\\\\\"fake-button\\\\\\\"></div></div></form></div></div><div><hr></div><h3>Why AI agents need better credentials</h3><p>The case for agent identity is stronger than the case for ordinary chatbot identity.</p><p>A chatbot usually returns information for a person to review. An agent can make a payment, delete a file, merge code, publish a statement, alter a database, or contact another service before the user sees the result. Its mistakes can escape the chat window and become events in the world.</p><p>Agent security is therefore shaped by delegated authority, persistent state, tool access, and trust boundaries. A reusable login token does little to limit what happens after a model follows a malicious instruction or makes a flawed plan.</p><p>A June 2026 <a href=\\\\\\\"https://arxiv.org/abs/2606.10749\\\\\\\">survey synthesizing 247 agent-security papers</a> found that prompt injection and tool-mediated control-flow hijacking remain dominant risks. It also identified persistent state corruption and attacks that spread between agents as growing concerns.</p><p>The researchers argue that secure agents require explicit trust boundaries, principled privilege control, provenance-aware state management, and evaluations that reflect realistic deployments. Those protections demand more than a label attached to an agent. They require enforceable limits around the agent\\u2019s tools, data, memory, and authority.</p><p>The issue is already relevant at organizational scale. A <a href=\\\\\\\"https://arxiv.org/abs/2607.01418\\\\\\\">Microsoft study of tens of thousands of engineers</a> examined an early-2026 rollout of Claude Code and GitHub Copilot CLI. The researchers found that adopters merged roughly 24 percent more pull requests than they estimated those engineers otherwise would have merged. The authors appropriately note that merged pull requests are a proxy for output, not a direct measure of value.</p><p>The exact productivity figure is less important here than the deployment context. Large organizations are already giving command-line agents the ability to inspect repositories, edit files, invoke tools, and interact with development infrastructure.</p><p>An unidentified process using a shared API key is inadequate for that environment. The organization needs to know which agent acted, which employee or system delegated authority, what the agent was allowed to do, and whether an external control approved the action.</p><p></p><h3>Credential recognition is the real control lever</h3><p>The greatest power in an agent identity system may not belong to the party that creates the identifier.</p><p>It may belong to the service that decides whether the identifier is accepted.</p><p>A developer can generate a cryptographically valid identity for a local agent. That identity has little practical value if a bank, cloud provider, marketplace, payment network, or government portal accepts credentials from only a small approved list of issuers.</p><p>The control lever is credential recognition.</p><p>A relying service might choose to trust credentials issued by its own identity provider, the agent\\u2019s employer, a cloud platform, a certificate authority, a bank, a payment network, a government identity system, an industry consortium, a decentralized identity network, or the user directly.</p><p>Each model can be reasonable in the right context. Each also distributes power differently.</p><p>An enterprise should be free to decide which agents may access its internal systems. A bank should demand stronger evidence before allowing an agent to transfer money. A public website does not necessarily need the legal identity of every person running a research, accessibility, or moderation bot.</p><p>Problems emerge when one high-assurance model becomes the default for every kind of interaction.</p><p>A credential requirement designed for bank transfers could spread into shopping, communications, publishing, search, software development, and routine web access. Services could begin refusing agents that are local, pseudonymous, self-issued, open source, or connected to a model provider outside an approved group.</p><p>At that point, identity becomes admission control. The protocol might remain open on paper while practical participation depends on institutional recognition.</p><p>This is why interoperability alone is insufficient. A credential can be technically compatible with a standard and still be rejected by every major service. The design of trust lists, issuer policies, assurance levels, and appeal mechanisms may matter as much as cryptography.</p><div class=\\\\\\\"captioned-image-container\\\\\\\"><figure><a class=\\\\\\\"image-link image2 is-viewable-img\\\\\\\" target=\\\\\\\"_blank\\\\\\\" href=\\\\\\\"https://substackcdn.com/image/fetch/$s_!IARS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png\\\\\\\" data-component-name=\\\\\\\"Image2ToDOM\\\\\\\"><div class=\\\\\\\"image2-inset\\\\\\\"><picture><source type=\\\\\\\"image/webp\\\\\\\" srcset=\\\\\\\"https://substackcdn.com/image/fetch/$s_!IARS!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!IARS!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1456w\\\\\\\" sizes=\\\\\\\"100vw\\\\\\\"><img src=\\\\\\\"https://substackcdn.com/image/fetch/$s_!IARS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png\\\\\\\" width=\\\\\\\"1456\\\\\\\" height=\\\\\\\"819\\\\\\\" data-attrs=\\\\\\\"{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1606332,&quot;alt&quot;:&quot;AI agent identity standards raise a bigger question: who decides?&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.popularai.org/i/207471849?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\\\\\\\" class=\\\\\\\"sizing-normal\\\\\\\" alt=\\\\\\\"AI agent identity standards raise a bigger question: who decides?\\\\\\\" title=\\\\\\\"AI agent identity standards raise a bigger question: who decides?\\\\\\\" srcset=\\\\\\\"https://substackcdn.com/image/fetch/$s_!IARS!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!IARS!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!IARS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F55712f1e-13e0-43b2-83a3-2d12e88b85e6_1672x941.png 1456w\\\\\\\" sizes=\\\\\\\"100vw\\\\\\\" loading=\\\\\\\"lazy\\\\\\\"></picture><div class=\\\\\\\"image-link-expand\\\\\\\"><div class=\\\\\\\"pencraft pc-display-flex pc-gap-8 pc-reset\\\\\\\"><button tabindex=\\\\\\\"0\\\\\\\" type=\\\\\\\"button\\\\\\\" class=\\\\\\\"pencraft pc-reset pencraft icon-container restack-image\\\\\\\"><svg aria-hidden=\\\\\\\"true\\\\\\\" width=\\\\\\\"20\\\\\\\" height=\\\\\\\"20\\\\\\\" viewBox=\\\\\\\"0 0 20 20\\\\\\\" fill=\\\\\\\"none\\\\\\\" stroke-width=\\\\\\\"1.5\\\\\\\" stroke=\\\\\\\"var(--color-fg-primary)\\\\\\\" stroke-linecap=\\\\\\\"round\\\\\\\" stroke-linejoin=\\\\\\\"round\\\\\\\" xmlns=\\\\\\\"http://www.w3.org/2000/svg\\\\\\\"><g><path d=\\\\\\\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\\\\\\\"></path></g></svg></button><button tabindex=\\\\\\\"0\\\\\\\" type=\\\\\\\"button\\\\\\\" class=\\\\\\\"pencraft pc-reset pencraft icon-container view-image\\\\\\\"><svg xmlns=\\\\\\\"http://www.w3.org/2000/svg\\\\\\\" width=\\\\\\\"20\\\\\\\" height=\\\\\\\"20\\\\\\\" viewBox=\\\\\\\"0 0 24 24\\\\\\\" fill=\\\\\\\"none\\\\\\\" stroke=\\\\\\\"currentColor\\\\\\\" stroke-width=\\\\\\\"2\\\\\\\" stroke-linecap=\\\\\\\"round\\\\\\\" stroke-linejoin=\\\\\\\"round\\\\\\\" class=\\\\\\\"lucide lucide-maximize2 lucide-maximize-2\\\\\\\"><polyline points=\\\\\\\"15 3 21 3 21 9\\\\\\\"></polyline><polyline points=\\\\\\\"9 21 3 21 3 15\\\\\\\"></polyline><line x1=\\\\\\\"21\\\\\\\" x2=\\\\\\\"14\\\\\\\" y1=\\\\\\\"3\\\\\\\" y2=\\\\\\\"10\\\\\\\"></line><line x1=\\\\\\\"3\\\\\\\" x2=\\\\\\\"10\\\\\\\" y1=\\\\\\\"21\\\\\\\" y2=\\\\\\\"14\\\\\\\"></line></svg></button></div></div></div></a><figcaption class=\\\\\\\"image-caption\\\\\\\">AI agent digital passports could improve security, but credential issuers may gain sweeping control over which autonomous agents can operate. <em>AI-modified</em> \\u00A9 Popular AI</figcaption></figure></div><h3>Five ways AI agent identity could become a permission system</h3><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">1. </span>Identity could be tied unnecessarily to a legal person</strong></p><p>Some actions need a clear connection to an accountable person or company. Signing a commercial agreement, withdrawing money, changing a medical record, or operating critical infrastructure are obvious examples.</p><p>That requirement does not need to extend to every agent action.</p><p>A local research agent should be able to query public information without disclosing its owner\\u2019s legal identity across the web. A pseudonymous developer should be able to operate an open-source maintenance bot. A whistleblower should be able to use software to organize public records without turning every request into a legal-name disclosure.</p><p>The <a href=\\\\\\\"https://www.w3.org/TR/vc-data-model-2.0/\\\\\\\">W3C Verifiable Credentials Data Model</a> warns that persistent identifiers and machine-readable credentials can create correlation risks across services. A <a href=\\\\\\\"https://www.w3.org/TR/vc-bitstring-status-list/\\\\\\\">universal agent identifier could become a cross-site tracking number</a>, especially when the same identifier is presented to unrelated verifiers.</p><p>A better system would let the agent disclose only the attributes needed for the current transaction. A service may need proof that an agent is authorized to spend up to $200. It may have no legitimate need for the owner\\u2019s full identity, employer history, location, or unrelated activity.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">2. </span>Approved issuers could become gatekeepers</strong></p><p>A platform may accept only credentials from partners it already knows. Governments may prefer nationally approved identity systems. Enterprises may require a specific cloud provider\\u2019s agent identity product. Banks may recognize only credentials issued through their existing compliance networks.</p><p>This would be convenient for large organizations with established identity vendors. It would create more friction for local developers, independent software projects, small businesses, researchers, and users running agents on their own hardware.</p><p>The standard could remain publicly documented while the accepted trust list becomes commercially closed.</p><p>Similar patterns already exist in app stores, payment processing, certificate systems, and enterprise login. The protocol can be open while practical access depends on a few intermediaries. Agent credentials could reproduce that structure at a broader layer of the internet.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">3. </span>Revocation could disable an agent everywhere</strong></p><p>Revocation is necessary. A compromised credential must be stoppable, and an owner must be able to withdraw delegated authority.</p><p>The question is how far the stop button reaches.</p><p>A task-specific credential should stop working when the task ends, the owner withdraws permission, the key is stolen, or the relevant employment relationship changes. A central identity revocation should not automatically disable unrelated local workflows, erase audit evidence, or prevent an owner from moving the agent to another provider.</p><p>The ITU\\u2019s proposed work includes lifecycle management, revocation, and trust evaluation. Those details will determine whether revocation behaves like rotating a narrow key or losing a broad digital license.</p><p>A resilient system would allow separate credentials for separate purposes. Revoking payment authority should not disable a local research workflow. Revoking access to one employer\\u2019s systems should not destroy a pseudonymous publishing identity. Compromise in one trust domain should not automatically spread into every other domain.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">4. </span>Credential theft could create false accountability</strong></p><p>Identity does not prevent impersonation when the credential itself is stolen.</p><p>The <a href=\\\\\\\"https://www.w3.org/TR/vc-data-model-2.0/\\\\\\\">W3C credential specification describes data theft, device theft, and impersonation risks</a>. Agents add another layer because credentials may be stored in unattended runtimes, containers, automation servers, browser sessions, development machines, or cloud workloads.</p><p>An attacker using a stolen agent credential could appear to be the legitimate agent and owner. A system designed around attribution might then create confident but incorrect evidence about who acted.</p><p>Agent credentials therefore need short validity periods, secure key storage, workload binding where appropriate, rapid rotation, clear incident procedures, and logs that capture more than an identifier. Useful evidence may include the runtime, transaction, authorization chain, policy decision, and signs of compromise.</p><p>Accountability depends on the quality of that evidence. A signature proves that a key was used. It does not automatically prove that the intended owner controlled the key at the time.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">5. </span>Trust ratings could become behavior licenses</strong></p><p>The ITU is studying identity alongside continuous trust evaluation and behavioral trust signals.</p><p>Those signals can help detect a compromised or malfunctioning agent. They can also create a system in which an agent remains correctly authenticated but loses access because a platform dislikes its behavior, software origin, model, owner, or operating environment.</p><p>A security signal should answer concrete questions. Is the credential valid? Is the runtime compromised? Is this action within scope? Did the owner approve it? Has the agent exceeded an access, spending, or rate limit? Is the request consistent with the delegated task?</p><p>A vague global trust score asks a more political question: Is this agent the kind of actor institutions want to permit?</p><p>Standards should avoid turning reputational scoring into a hidden licensing layer. Trust decisions should be explainable, scoped to the relying service and action, and open to correction when data is wrong.</p><p></p><h3>Can agent identity work without a central passport office?</h3><p>Technically, yes.</p><p>The W3C\\u2019s <a href=\\\\\\\"https://www.w3.org/TR/did-1.1/\\\\\\\">Decentralized Identifiers specification</a> describes identifiers that can be generated and controlled through systems chosen by the relevant entity. A controller can prove control through cryptographic methods without depending on one universal authority to guarantee the identifier\\u2019s continued existence.</p><p>DIDs do not eliminate trust decisions. A service still chooses which identifiers, methods, keys, credentials, and issuers it recognizes. Decentralized identifiers also do not automatically produce privacy, security, or fair access.</p><p>They do make a plural architecture possible.</p><p>One agent could hold separate credentials for separate purposes:</p><ul><li><p>A self-controlled identifier for <strong>public interactions</strong></p><div><hr></div></li><li><p>An <strong>employer-issued credential</strong> for company systems</p><div><hr></div></li><li><p>A <strong>bank-issued credential</strong> for payment actions</p><div><hr></div></li><li><p>A <strong>temporary user delegation</strong> for one purchase</p><div><hr></div></li><li><p>A <strong>pseudonymous credential</strong> for research or publishing</p><div><hr></div></li><li><p>A <strong>local credential</strong> that never leaves a private network</p><div><hr></div></li><li><p>A <strong>short-lived credential</strong> for one automated maintenance task</p><div><hr></div></li><li><p>A <strong>hardware-bound credential</strong> for a high-risk production workload<br></p></li></ul><p>One active <a href=\\\\\\\"https://datatracker.ietf.org/doc/draft-singla-agent-identity-protocol/\\\\\\\">IETF proposal for decentralized agent identity and capability-based delegation</a> combines decentralized identifiers, limited authorization, delegation chains, and deterministic validation without requiring one central identity provider.</p><p>W3C Verifiable Credentials can express signed claims from different issuers, along with validity and status information. The data model does not inherently require a government identity or one central registry. Verifiers still apply their own policies when deciding whether a claim is suitable for a particular use.</p><p>That is a healthier starting point than one universal agent number permanently linked to an owner. It allows stronger evidence for high-risk actions and lighter, privacy-preserving credentials for public or low-risk interactions.</p><p>The crucial policy question is whether major relying services will accept that pluralism. A decentralized format can still produce centralized enforcement when banks, platforms, and cloud providers trust only a small set of credential issuers.</p><p></p><h3>Local agents must remain first-class agents</h3><p>Local AI creates a useful test for any identity standard.</p><p>A person should be able to run an agent on owned hardware, give it limited permissions, and prove those permissions without routing every action through a cloud vendor. The architecture should not assume that every agent has a commercial platform account, runs in a hyperscale cloud, uses a legally verified owner identity, contacts a central service for every check, or comes from an approved model provider.</p><p>Popular AI has previously covered how <a href=\\\\\\\"https://www.popularai.org/p/ai-agents-become-platforms-in-2026\\\\\\\">AI agents are becoming platforms with their own execution environments and control points</a>. An identity standard that requires one of those platforms would deepen the same dependency.</p><p>Local agents still need strict controls. Keeping inference on a user\\u2019s machine does not make file access, shell execution, network calls, browser automation, or tool use safe.</p><p>A better local path combines private execution with narrow authority. Our <a href=\\\\\\\"https://www.popularai.org/p/llama-3-groq-8b-tool-use-ollama-local-ai-agents\\\\\\\">local Ollama agent workflow</a> shows how tool use can run on owned hardware, while the <a href=\\\\\\\"https://www.popularai.org/p/friendly-fire-claude-code-codex-malware-security-review\\\\\\\">Friendly Fire security review</a> shows why agents still need credential isolation, read-only analysis, and approval before dangerous actions.</p><p>Local should mean independently operable and privately controlled. It should not mean unaccountable or unrestricted.</p><p>A workable identity standard should therefore support local issuance, internal validation, offline operation where appropriate, and credentials that remain portable when a user changes model providers or agent software. A cloud identity service can be one option without becoming a technical requirement.</p><div><hr></div><h4><em><strong>More on AI agent security:</strong></em></h4><div class=\\\\\\\"digest-post-embed\\\\\\\" data-attrs=\\\\\\\"{&quot;nodeId&quot;:&quot;a1d733cf-fb0a-4a68-a32d-b12858478aaf&quot;,&quot;caption&quot;:&quot;A security review should find malicious code. The Friendly Fire proof of concept showed how Claude Code and OpenAI Codex could do the opposite: read attacker-written repository document\\u2026&quot;,&quot;cta&quot;:null,&quot;showBylines&quot;:true,&quot;showDescription&quot;:true,&quot;showImage&quot;:true,&quot;size&quot;:&quot;sm&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;\\u201CFriendly Fire\\u201D exploit turns AI security agents into malware launchers&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:362090995,&quot;name&quot;:&quot;Popular AI&quot;,&quot;bio&quot;:&quot;Popular AI covers local AI for power users who want more autonomy, hardware-specific fixes, accessible user guides, build advice, and clear analysis of the AI changes that actually matter.&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2d33e76e-6901-474e-b732-a93e6bca8acd_514x514.png&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-07-15T14:12:12.725Z&quot;,&quot;cover_image&quot;:&quot;https://substackcdn.com/image/fetch/$s_!38R0!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42ef80fe-842c-48ab-92c6-54498354d84e_1672x941.png&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://www.popularai.org/p/friendly-fire-claude-code-codex-malware-security-review&quot;,&quot;section_name&quot;:null,&quot;video_upload_id&quot;:null,&quot;id&quot;:206861024,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:1,&quot;comment_count&quot;:1,&quot;publication_id&quot;:5553661,&quot;publication_name&quot;:&quot;Popular AI&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!ea4m!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0dc4955-a9ab-44cd-b158-63f55cabea52_514x514.png&quot;,&quot;belowTheFold&quot;:true,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}\\\\\\\"></div><div><hr></div><h3>What a good AI agent identity standard should require</h3><p>A practical standard should make safe delegation easier without creating a universal permission authority.</p><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Multiple trust roots</strong></p><p>Services should be able to trust different issuers for different purposes. The ecosystem should not depend on one government, vendor, cloud platform, certificate authority, or payment network.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Scoped authority</strong></p><p>Credentials should describe what the agent may do. \\u201CMay purchase office supplies up to $200 before Friday\\u201D is safer and more useful than a broad statement that the agent acts for Jane Doe.</p><p>Scope should include relevant resources, action types, destinations, spending limits, data classes, and time windows. A relying service should reject an action that falls outside those limits even when the identity is valid.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Short validity periods</strong></p><p>Agent permissions should expire quickly. Long-lived credentials create standing access that can survive after the task, employment relationship, incident, or user intent has changed.</p><p>Short validity also reduces the damage caused by theft. Rotation should be routine rather than an exceptional recovery procedure.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Selective disclosure</strong></p><p>An agent should reveal only the attributes needed for the transaction. Proof of a $200 spending limit should not require disclosure of the owner\\u2019s full identity, unrelated credentials, or complete activity history.</p><p>Selective disclosure also limits cross-service tracking. Different relying parties should not automatically receive a shared identifier that lets them reconstruct the owner\\u2019s behavior.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Pseudonymous and self-controlled identities</strong></p><p>Public and low-risk services should be able to accept pseudonymous or self-controlled agents. Higher-risk services can demand stronger evidence when the action warrants it.</p><p>The assurance level should follow the consequence of the action, rather than the mere fact that software is involved.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Transparent revocation</strong></p><p>Owners need a fast way to disable compromised credentials. They also need to know who revoked a credential, why it was revoked, which access was affected, and how to correct an error.</p><p>Revocation records should preserve evidence without exposing unnecessary personal information or creating a universal blacklist.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Local and offline operation</strong></p><p>Credential issuance, storage, validation, and policy enforcement should not require a permanent connection to a commercial identity provider. Private networks need to be able to validate agents internally.</p><p>Offline support will be especially important for industrial systems, secure environments, edge devices, and users who deliberately keep sensitive workflows away from cloud services.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Open protocols and portable records</strong></p><p>Users should be able to change agent software, model providers, hosting environments, and identity vendors without losing every credential or audit record.</p><p>Portability should cover more than an identifier. It should include delegated authority, revocation state, relevant audit evidence, and the ability to rebind credentials safely to a new runtime.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Approval for irreversible actions</strong></p><p>A valid identity should not remove human confirmation from high-consequence actions. Payments, deletions, public statements, credential changes, contract acceptance, and access to critical infrastructure may still require explicit approval.</p><p>The credential should make approval more precise by showing the action, scope, and consequences. It should not become a substitute for judgment.</p><div><hr></div><p><strong><span data-color=\\\\\\\"#00c89a\\\\\\\" style=\\\\\\\"color: rgb(0, 200, 154);\\\\\\\">\\u25AA </span>Independent enforcement</strong></p><p>The model should not be the final judge of whether its own proposed action is permitted. Identity and authorization policies need enforcement outside the model, at the tool, operating system, network, API, or transaction boundary.</p><p>This requirement turns permissions into controls rather than instructions the agent can reinterpret.</p><p></p><h3>Identity cannot replace runtime enforcement</h3><p>A perfectly identified agent can still make a dangerous decision.</p><p>That is why identity must be paired with controls at the moment an action is attempted.</p><p>The open-source <a href=\\\\\\\"https://arxiv.org/abs/2604.11790\\\\\\\">ClawGuard research project</a> places deterministic checks at the tool-call boundary. It derives a user-confirmed rule set and evaluates proposed tool calls before they create a real-world effect. The design aims to make enforcement auditable and less dependent on the model recognizing every indirect prompt injection.</p><p>This model addresses a problem that a passport cannot solve by itself.</p><p>A credential may prove that an agent is authorized to work on a repository. Runtime policy can still prevent it from reading an SSH key, contacting an unknown server, writing outside the workspace, or executing a binary that was never part of the approved task.</p><p>Identity answers which agent is asking. Runtime enforcement decides whether this particular action may proceed under the current policy.</p><p>That approach follows NIST\\u2019s <a href=\\\\\\\"https://csrc.nist.gov/pubs/sp/800/207/final\\\\\\\">least-privilege, per-request access model,</a> in which authentication and authorization are distinct decisions and access is evaluated around the resource being requested.</p><p>A serious agent system needs both. It also needs monitoring, revocation, incident response, and evidence that lets an operator reconstruct what happened after the fact.</p><p>The same separation should apply to human approval. A model-generated message saying \\u201Cthe user approved\\u201D is weak evidence. Approval should be bound to a specific action and captured by a system outside the model\\u2019s editable context.</p><div class=\\\\\\\"captioned-image-container\\\\\\\"><figure><a class=\\\\\\\"image-link image2 is-viewable-img\\\\\\\" target=\\\\\\\"_blank\\\\\\\" href=\\\\\\\"https://substackcdn.com/image/fetch/$s_!zTfp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png\\\\\\\" data-component-name=\\\\\\\"Image2ToDOM\\\\\\\"><div class=\\\\\\\"image2-inset\\\\\\\"><picture><source type=\\\\\\\"image/webp\\\\\\\" srcset=\\\\\\\"https://substackcdn.com/image/fetch/$s_!zTfp!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1456w\\\\\\\" sizes=\\\\\\\"100vw\\\\\\\"><img src=\\\\\\\"https://substackcdn.com/image/fetch/$s_!zTfp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png\\\\\\\" width=\\\\\\\"1456\\\\\\\" height=\\\\\\\"819\\\\\\\" data-attrs=\\\\\\\"{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2111119,&quot;alt&quot;:&quot;AI agent passports explained: Security, privacy, and power&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.popularai.org/i/207471849?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\\\\\\\" class=\\\\\\\"sizing-normal\\\\\\\" alt=\\\\\\\"AI agent passports explained: Security, privacy, and power\\\\\\\" title=\\\\\\\"AI agent passports explained: Security, privacy, and power\\\\\\\" srcset=\\\\\\\"https://substackcdn.com/image/fetch/$s_!zTfp!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!zTfp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0d931a1-3d01-496d-86e7-d6534975afd0_1672x941.png 1456w\\\\\\\" sizes=\\\\\\\"100vw\\\\\\\" loading=\\\\\\\"lazy\\\\\\\"></picture><div class=\\\\\\\"image-link-expand\\\\\\\"><div class=\\\\\\\"pencraft pc-display-flex pc-gap-8 pc-reset\\\\\\\"><button tabindex=\\\\\\\"0\\\\\\\" type=\\\\\\\"button\\\\\\\" class=\\\\\\\"pencraft pc-reset pencraft icon-container restack-image\\\\\\\"><svg aria-hidden=\\\\\\\"true\\\\\\\" width=\\\\\\\"20\\\\\\\" height=\\\\\\\"20\\\\\\\" viewBox=\\\\\\\"0 0 20 20\\\\\\\" fill=\\\\\\\"none\\\\\\\" stroke-width=\\\\\\\"1.5\\\\\\\" stroke=\\\\\\\"var(--color-fg-primary)\\\\\\\" stroke-linecap=\\\\\\\"round\\\\\\\" stroke-linejoin=\\\\\\\"round\\\\\\\" xmlns=\\\\\\\"http://www.w3.org/2000/svg\\\\\\\"><g><path d=\\\\\\\"M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882\\\\\\\"></path></g></svg></button><button tabindex=\\\\\\\"0\\\\\\\" type=\\\\\\\"button\\\\\\\" class=\\\\\\\"pencraft pc-reset pencraft icon-container view-image\\\\\\\"><svg xmlns=\\\\\\\"http://www.w3.org/2000/svg\\\\\\\" width=\\\\\\\"20\\\\\\\" height=\\\\\\\"20\\\\\\\" viewBox=\\\\\\\"0 0 24 24\\\\\\\" fill=\\\\\\\"none\\\\\\\" stroke=\\\\\\\"currentColor\\\\\\\" stroke-width=\\\\\\\"2\\\\\\\" stroke-linecap=\\\\\\\"round\\\\\\\" stroke-linejoin=\\\\\\\"round\\\\\\\" class=\\\\\\\"lucide lucide-maximize2 lucide-maximize-2\\\\\\\"><polyline points=\\\\\\\"15 3 21 3 21 9\\\\\\\"></polyline><polyline points=\\\\\\\"9 21 3 21 3 15\\\\\\\"></polyline><line x1=\\\\\\\"21\\\\\\\" x2=\\\\\\\"14\\\\\\\" y1=\\\\\\\"3\\\\\\\" y2=\\\\\\\"10\\\\\\\"></line><line x1=\\\\\\\"3\\\\\\\" x2=\\\\\\\"10\\\\\\\" y1=\\\\\\\"21\\\\\\\" y2=\\\\\\\"14\\\\\\\"></line></svg></button></div></div></div></a><figcaption class=\\\\\\\"image-caption\\\\\\\">The ITU is developing AI agent identity frameworks. Here is what digital passports could mean for security, access, and user control. <em>AI-modified</em> \\u00A9 Popular AI</figcaption></figure></div><h3>What developers should do now</h3><p>Developers do not need to wait for the ITU process. The core practices are already clear.</p><ol><li><p><strong>Give every production agent its own identity.</strong> Several agents should not hide behind one shared service account.</p><div class=\\\\\\\"twitter-embed\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://x.com/GoogleCloudTech/status/2047120160100860290&quot;,&quot;full_text&quot;:&quot;https://t.co/VcTTt9qi1P&quot;,&quot;username&quot;:&quot;GoogleCloudTech&quot;,&quot;name&quot;:&quot;Google Cloud Tech&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2047008659629391872/BfLTYOuh_normal.jpg&quot;,&quot;date&quot;:&quot;2026-04-23T01:07:34.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:7,&quot;retweet_count&quot;:64,&quot;like_count&quot;:353,&quot;impression_count&quot;:62664,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\\\\\\\" data-component-name=\\\\\\\"Twitter2ToDOM\\\\\\\"></div><p>Separate identities make it possible to assign different permissions, trace actions, and revoke one agent without disrupting every workflow.</p><p>Existing workload-identity systems such as <a href=\\\\\\\"https://spiffe.io/docs/latest/deploying/svids/\\\\\\\">SPIFFE already provide cryptographically verifiable identities and short-lived credentials for software workloads</a>, offering a practical model for separating one agent from another.</p><div><hr></div></li><li><p><strong>Keep human credentials out of the agent runtime.</strong> Avoid handing an agent a reusable master token, browser session, SSH key, or employee password when a temporary delegated credential can do the job.</p><div><hr></div></li><li><p><strong>Set task-specific permissions.</strong> Limit files, tools, APIs, destinations, spending, execution time, data classes, and action types. Default access should be narrow.</p><div class=\\\\\\\"twitter-embed\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://x.com/KentonVarda/status/2069765917018382568&quot;,&quot;full_text&quot;:&quot;I actually think this is the wrong approach to agent authorization. Here's why:\\\\\\\\n\\\\\\\\nIf you have to explicitly configure each agent's permissions, you've lost. Because you're only going to have patience to configure so many agent permissions. So in this route you can only have a&quot;,&quot;username&quot;:&quot;KentonVarda&quot;,&quot;name&quot;:&quot;Kenton Varda&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/1165386800191303680/MIYOrXsN_normal.jpg&quot;,&quot;date&quot;:&quot;2026-06-24T12:53:43.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:87,&quot;retweet_count&quot;:58,&quot;like_count&quot;:689,&quot;impression_count&quot;:89940,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}\\\\\\\" data-component-name=\\\\\\\"Twitter2ToDOM\\\\\\\"></div><p>This is an important qualification. Least privilege cannot depend on users manually designing a perfect policy for every temporary agent. Platforms will need to derive narrow permissions from the task, request confirmation for exceptional access, and expire that authority automatically.</p><div><hr></div></li><li><p><strong>Use short-lived credentials.</strong> Expire permissions automatically. Rotate them after incidents, major software changes, ownership changes, and transfers between environments.</p><p>OAuth\\u2019s current security guidance recommends <a href=\\\\\\\"https://www.rfc-editor.org/rfc/rfc9700.txt\\\\\\\">restricting token privileges to the minimum required</a> and using sender-constrained tokens or token rotation to reduce the usefulness of stolen credentials.</p><div><hr></div></li><li><p><strong>Enforce policy outside the model.</strong> The model can propose an action. A separate control should decide whether the action matches the allowed scope.</p><div><hr></div></li><li><p><strong>Record the chain of authority.</strong> Logs should capture the user or system that delegated authority, the agent identity, credential, requested action, policy decision, approval event, tool result, and final outcome.</p><div><hr></div></li><li><p><strong>Prepare for credential theft.</strong> Build rotation, revocation, recovery, and forensic procedures before connecting the agent to sensitive systems. Test those procedures with harmless credentials.</p><div><hr></div></li><li><p><strong>Separate identity from reputation.</strong> A valid identifier should not silently inherit a global behavioral score. Risk signals should be specific, explainable, and tied to the current transaction.</p><div><hr></div></li><li><p><strong>Keep a local fallback.</strong> Avoid making the identity provider inseparable from the model provider or runtime. Users should retain an independent way to operate and migrate their agents.</p><div><hr></div></li><li><p><strong>Review trust dependencies.</strong> Document which issuers, certificate authorities, platforms, and registries the system relies on. Decide what happens when one becomes unavailable or changes policy.</p><div><hr></div></li><li><p><strong>Require step-up approval for consequences.</strong> A low-risk credential may be enough to browse a catalog. A payment, deletion, publication, or production change should trigger stronger evidence and explicit confirmation.</p><div><hr></div></li><li><p><strong>Test rejection paths.</strong> Confirm that expired, revoked, over-scoped, incorrectly issued, and stolen credentials fail safely. A system that validates only the happy path is not ready for autonomous action.</p><p></p></li></ol><p>These measures improve security today while leaving room for future standards. They also reduce the chance that organizations will adopt an overly broad passport model simply because their current agents have no usable identity or delegation controls.</p><p></p><h3>What remains undecided</h3><p>The ITU group has identified the problem, but its most consequential design choices remain open.</p><p>In the United States, a <a href=\\\\\\\"https://www.nist.gov/news-events/news/2026/02/new-concept-paper-identity-and-authority-software-agents\\\\\\\">NIST concept paper on software and AI agent identity and authorization</a> is separately examining how existing identity standards and security practices could be applied to agentic systems.</p><p>It is not yet clear which identity architectures will be recommended, whether common credentials will bind agents to legal identities, how pseudonymous agents will be handled, how local and offline agents will participate, which organizations will issue recognized credentials, or how services will choose trusted issuers.</p><p>The process also needs answers for revocation disputes, behavioral trust signals, selective disclosure, credential portability, open-source implementations, audit retention, cross-border recognition, and the treatment of users who cannot or will not complete legal-name verification.</p><p>Those questions matter more than the word \\u201Cpassport.\\u201D</p><p>A decentralized technical format can still produce centralized enforcement when major services accept only favored issuers. A voluntary standard can become effectively compulsory when banks, marketplaces, cloud providers, governments, and enterprise systems make it a condition of access.</p><p>The strongest safeguards should therefore be built into the architecture before credential recognition becomes widespread. Multiple trust roots, minimal disclosure, scoped authority, transparent revocation, local operation, and independent enforcement are easier to preserve at the start than to recover after a few institutions become dominant.</p><p>Standards bodies should also distinguish safety requirements from business preferences. A service may need to know that a credential is valid and appropriately scoped. It should have to justify any demand for the owner\\u2019s legal identity, model provider, full activity history, or global reputation score.</p><div><hr></div><h3>Frequently asked questions</h3><h4>Do AI agents need digital passports now?</h4><blockquote><p>No. The ITU has started pre-standardization work on identity and trust for humans and agentic AI. It has not created a mandatory credential, registration system, or global passport. Developers can still run local agents without seeking ITU approval.</p><div><hr></div></blockquote><h4>Will a local AI agent need an identity?</h4><blockquote><p>A local agent can operate inside a private machine or network without a globally recognized identity. It may need a credential when it accesses an external bank, platform, API, marketplace, payment system, or enterprise service. The credential should be scoped to that interaction rather than becoming a universal identifier.</p><div><hr></div></blockquote><h4>Can an AI agent operate anonymously?</h4><blockquote><p>An agent can technically use a pseudonymous or self-controlled identifier. Whether a service accepts it depends on the action and the service\\u2019s trust policy. Public and low-risk interactions can support pseudonymity, while high-consequence actions may justify stronger evidence.</p><div><hr></div></blockquote><h4>Who will issue AI agent credentials?</h4><blockquote><p>That remains unsettled. Possible issuers include users, employers, platforms, banks, governments, certificate authorities, industry consortia, and decentralized identity systems. Different issuers may be appropriate for different tasks, which is why multiple trust roots are important.</p><div><hr></div></blockquote><h4>What happens when an agent credential is stolen?</h4><blockquote><p>An attacker may be able to impersonate the agent until the credential expires or is revoked. Credentials should be short-lived, tightly scoped, protected from export where possible, easy to rotate, and backed by audit evidence that includes the runtime and authorization context.</p><div><hr></div></blockquote><h4>Is identity enough to make an AI agent safe?</h4><blockquote><p>No. Identity establishes which agent is making a request. Authorization, sandboxing, approval gates, spending limits, tool restrictions, network controls, runtime enforcement, and audit logs determine what the agent can actually do.</p><div><hr></div></blockquote><h4>Could an AI passport become mandatory even without a law?</h4><blockquote><p>Yes, in practice. A voluntary credential can become a condition of access when banks, cloud platforms, marketplaces, employers, or government services require it. This is why issuer recognition and appeal rules deserve as much scrutiny as the credential format.</p><div><hr></div></blockquote><h4>What should developers avoid today?</h4><blockquote><p>Avoid shared service accounts, reusable human credentials, long-lived tokens, broad tool permissions, model-controlled approval, and identity systems that cannot be separated from one provider. Give each agent narrow, temporary authority and enforce the limits outside the model.</p><div><hr></div></blockquote><h3>AI agent identity should expand user control, not platform power</h3><p>AI agents need better identity, delegation, and authorization. Giving autonomous software a human password and trusting the model to remain within the user\\u2019s intent is not a serious security model.</p><p>The answer should also avoid one universal passport office for software.</p><p>A sound standard would let an agent prove that it holds limited authority for a specific action without exposing more information than necessary or forcing the owner through one approved platform. It would support local agents, multiple issuers, pseudonymous use, portable credentials, short validity periods, fast revocation, and deterministic controls at the tool boundary.</p><p>The test is simple.</p><div class=\\\\\\\"callout-block\\\\\\\" data-callout=\\\\\\\"true\\\\\\\"><p>Agent identity should help users control their agents. It should not become a system that lets institutions decide which users are permitted to have agents.</p></div><div><hr></div><p class=\\\\\\\"button-wrapper\\\\\\\" data-attrs=\\\\\\\"{&quot;url&quot;:&quot;https://www.popularai.org/p/ai-agent-digital-passports-identity-standards/comments&quot;,&quot;text&quot;:&quot;Leave a comment&quot;,&quot;action&quot;:null,&quot;class&quot;:null}\\\\\\\" data-component-name=\\\\\\\"ButtonCreateButton\\\\\\\"><a class=\\\\\\\"button primary\\\\\\\" href=\\\\\\\"https://www.popularai.org/p/ai-agent-digital-passports-identity-standards/comments\\\\\\\"><span>Leave a comment</span></a></p><div><hr></div><p style=\\\\\\\"text-align: center;\\\\\\\"><em><strong>Explore more from Popular AI:</strong></em></p><p style=\\\\\\\"text-align: center;\\\\\\\"><strong><a href=\\\\\\\"https://popularai.org/t/start-here\\\\\\\">Start here</a> | <a href=\\\\\\\"https://popularai.org/t/local-ai\\\\\\\">Local AI</a> | <a href=\\\\\\\"https://popularai.org/t/walkthroughs\\\\\\\">Fixes &amp; guides</a> | <a href=\\\\\\\"https://popularai.org/t/ai-builds-gear\\\\\\\">Builds &amp; gear</a> | <a href=\\\\\\\"https://popularai.org/t/popular-ai-podcast\\\\\\\">Popular AI podcast</a></strong></p><p><br><br></p>\\\",\\\"has_dynamic_content\\\":false,\\\"truncated_body_text\\\":\\\"An AI agent that can spend money, access private files, negotiate contracts, edit production code, or operate business systems cannot safely remain an unidentified process holding someone\\u2019s maste\\u2026\\\",\\\"wordcount\\\":5167,\\\"post_preview_limit\\\":null,\\\"language\\\":\\\"en\\\",\\\"postTags\\\":[{\\\"id\\\":\\\"0aab4363-5a31-4193-9a76-3560502026da\\\",\\\"publication_id\\\":5553661,\\\"name\\\":\\\"AI\\\",\\\"slug\\\":\\\"ai\\\",\\\"hidden\\\":false},{\\\"id\\\":\\\"0bc6e7a9-b4ba-4468-af91-5c3f560c19d5\\\",\\\"publication_id\\\":5553661,\\\"name\\\":\\\"private 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demo</a></div></div></div></div><main><article class=\"blog-article\" lang=\"en\"><div class=\"mx-auto max-w-[620px] px-6 sm:px-0\"><div class=\"flex items-center justify-between pt-12 sm:pt-16\"><a class=\"inline-flex items-center gap-1.5 text-sm text-[var(--blog-muted)] transition-colors hover:text-white\" href=\"/en/blog\"><svg viewBox=\"0 0 16 16\" class=\"h-3.5 w-3.5\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M10 3L5 8l5 5\"></path></svg>Blog</a><a hrefLang=\"de\" class=\"rounded-full border border-[var(--blog-border)] px-3 py-1 text-xs text-[var(--blog-muted)] transition-colors hover:border-[var(--blog-accent)] hover:text-[var(--blog-accent)]\" href=\"/de/blog/ki-agenten-identity-management-2026\">Auf Deutsch lesen</a></div><header class=\"mt-10 mb-8\"><h1 class=\"text-3xl font-normal leading-tight tracking-tight text-white sm:text-[34px] sm:leading-[1.15]\">AI Agent Identity Management in 2026: Standards, Players, and the Governance Gap</h1><p class=\"mt-3 text-base leading-relaxed text-[var(--blog-muted)]\">MCP OAuth 2.1, MCP-I at the DIF, Microsoft Entra Agent ID - the 2026 standards landscape for AI agent identity is taking shape. 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target=\"_blank\" rel=\"noopener noreferrer\" class=\"group/item flex items-center gap-2 px-3 py-1.5 text-sm text-[var(--blog-muted)] transition-colors hover:bg-[var(--blog-surface-2)] hover:text-white\"><svg viewBox=\"0 0 24 24\" fill=\"currentColor\" class=\"h-3.5 w-3.5 shrink-0\" aria-hidden=\"true\"><path d=\"M11.04 19.32Q12 21.51 12 24q0-2.49.93-4.68.96-2.19 2.58-3.81t3.81-2.55Q21.51 12 24 12q-2.49 0-4.68-.93a12.3 12.3 0 0 1-3.81-2.58 12.3 12.3 0 0 1-2.58-3.81Q12 2.49 12 0q0 2.49-.96 4.68-.93 2.19-2.55 3.81a12.3 12.3 0 0 1-3.81 2.58Q2.49 12 0 12q2.49 0 4.68.96 2.19.93 3.81 2.55t2.55 3.81\"></path></svg>Gemini<svg viewBox=\"0 0 10 10\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"ml-auto h-3 w-3 shrink-0 opacity-0 transition-opacity group-hover/item:opacity-40\" aria-hidden=\"true\"><path d=\"M2 8L8 2M8 2H4M8 2v4\"></path></svg></a><div class=\"my-0.5 border-t border-[var(--blog-border)]\"></div><button class=\"flex w-full items-center gap-2 px-3 py-1.5 text-sm text-[var(--blog-faint)] transition-colors hover:bg-[var(--blog-surface-2)] hover:text-[var(--blog-muted)]\"><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"h-3.5 w-3.5 shrink-0\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\"></rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"></path></svg>Copy full context</button></div></div></div></div><p class=\"mt-2 text-sm font-medium text-[var(--blog-faint)]\">10<!-- --> <!-- -->min read<!-- --> · <!-- -->Last updated<!-- --> <!-- -->July 2026</p></header></div><div class=\"mx-auto max-w-[620px] px-6 sm:px-0\"><div><div class=\"prose-body\"><p>The numbers are no longer theoretical. More than 80% of Fortune 500 companies now run active AI agents built with low-code and no-code tools<sup class=\"bp-cite\"><a href=\"#source-1\" data-source-idx=\"1\">[1]</a></sup>, and Gartner projects that up to 40% of enterprise applications will include integrated task-specific AI agents by the end of 2026, up from less than 5% today<sup class=\"bp-cite\"><a href=\"#source-2\" data-source-idx=\"2\">[2]</a></sup>. Yet the security posture underneath that deployment wave is alarming: on average, only 47.1% of an organization&#39;s AI agents are actively monitored or secured<sup class=\"bp-cite\"><a href=\"#source-3\" data-source-idx=\"3\">[3]</a></sup>. The other half operate without oversight, logging, or identity controls.</p>\n<p>This is not a future problem. It is the current state of your production environment.</p>\n<p>The good news - if you can call it that - is that the standards community has noticed. In the first half of 2026, more governance specifications landed for AI agent identity than in the entire prior history of the field. This post maps what those standards actually say, which vendor categories are responding, where the real gaps remain, and what a buyer should demand today.</p>\n<hr>\n<h2>The Standards Landscape: What&#39;s Actually Shipping</h2>\n<h3>MCP OAuth 2.1 Under Linux Foundation Governance</h3>\n<p>The Model Context Protocol started as an Anthropic experiment in November 2024. By December 2025, Anthropic had donated MCP to the Agentic AI Foundation (AAIF) under the Linux Foundation, with OpenAI, Block, AWS, Google, Microsoft, Cloudflare, and Bloomberg joining as founding or platinum members<sup class=\"bp-cite\"><a href=\"#source-4\" data-source-idx=\"4\">[4]</a></sup>. Within four months, the AAIF grew to 170 member organizations - more than double the membership CNCF had at the same stage of its life<sup class=\"bp-cite\"><a href=\"#source-5\" data-source-idx=\"5\">[5]</a></sup>.</p>\n<p>The governance shift matters for enterprise buyers. MCP is no longer a single-vendor protocol that any one company can deprecate or fork. It is now closer in structure to CNCF than to a proprietary API.</p>\n<p>On authentication specifically: the MCP spec mandates OAuth 2.1 with PKCE for all protected HTTP-based deployments, requiring HTTPS on all endpoints and discoverable authorization server metadata<sup class=\"bp-cite\"><a href=\"#source-6\" data-source-idx=\"6\">[6]</a></sup>. The 2026 roadmap, published in March, makes enterprise readiness - including audit trails, SSO-integrated auth, and configuration portability - a top priority. The spec&#39;s authorization Working Group had six dedicated sessions at the April 2026 MCP Dev Summit, with the OAuth 2.1 spec author present.</p>\n<p>The 2026 MCP roadmap flagged audit trail infrastructure, SSO-integrated auth, and configuration portability as the top enterprise requests<sup class=\"bp-cite\"><a href=\"#source-7\" data-source-idx=\"7\">[7]</a></sup>. None of those are solved yet. The roadmap is a commitment, not a delivery.</p>\n<div class=\"bp-component bp-callout bp-callout--warning\"><div class=\"bp-callout__header\"><span class=\"material-icons\">warning</span> Warning</div><div class=\"bp-callout__body\"><p><strong>The authentication gap is real.</strong> Research published in early 2026 documented more than 1,800 active MCP servers on the public internet with no authentication whatsoever. Because authentication in MCP is optional — not required by the spec — they are technically compliant and practically insecure. Before deploying any MCP server, verify OAuth 2.1 is enabled and enforced, not just installed.</p></div></div>\n\n\n\n<h3>MCP-I / KYA-OS: Decentralized Identity for Agents</h3>\n<p>OAuth 2.1 handles <em>authentication</em> - proving an agent is who it claims to be. It does not answer the harder questions: Who authorized this agent? What is it allowed to do on behalf of which human? Can a downstream service verify that chain without prior coordination?</p>\n<p>In March 2026, Vouched formally donated the Model Context Protocol - Identity (MCP-I) framework to the Decentralized Identity Foundation (DIF), where it is now stewarded by the DIF Trusted AI Agents Working Group<sup class=\"bp-cite\"><a href=\"#source-8\" data-source-idx=\"8\">[8]</a></sup>. The spec has since been renamed KYA-OS (Know Your Agent Operating System) to reflect its scope beyond MCP alone.</p>\n<p>MCP-I / KYA-OS uses Decentralized Identifiers (DIDs) and Verifiable Credentials (VCs) to enable cryptographically secure verification of both agents and their human principals - without requiring prior coordination between parties<sup class=\"bp-cite\"><a href=\"#source-9\" data-source-idx=\"9\">[9]</a></sup>. The framework defines four identity questions every service should be able to answer: Who is the agent? Who authorized it? What is it allowed to do? What is the scope of that delegation?</p>\n<p>This is the right architecture for multi-organization agent workflows - a travel booking agent acting on behalf of a user across airline, hotel, and payment systems, for example. It is also early. The spec is in active community development, and production implementations are sparse.</p>\n<h3>Microsoft Entra Agent ID</h3>\n<p>Microsoft moved fastest among the major identity platforms. Microsoft Entra Agent ID introduces agent identities as a distinct, purpose-built construct - not a repurposed service principal or user account - with agent identity blueprints serving as templates for creating individual agent identities with parent-child relationships<sup class=\"bp-cite\"><a href=\"#source-10\" data-source-idx=\"10\">[10]</a></sup>.</p>\n<p>Agent identities in Entra do not have credentials of their own; they rely on the agent identity blueprint to acquire tokens on their behalf, and they only authenticate using federated identity credentials<sup class=\"bp-cite\"><a href=\"#source-11\" data-source-idx=\"11\">[11]</a></sup>. This is the right model: credentials live in the blueprint, not on the agent, so a compromised agent cannot exfiltrate its own keys.</p>\n<p>Microsoft Agent 365, generally available from May 1, 2026, gives each AI agent its own Entra Agent ID for identity, lifecycle, and access management, and integrates with Conditional Access, identity protection, and Microsoft Purview<sup class=\"bp-cite\"><a href=\"#source-12\" data-source-idx=\"12\">[12]</a></sup>. Third-party agents from AWS Bedrock, n8n, and other frameworks can be onboarded via workload identity federation - no platform-specific credential management required.</p>\n<p>The honest limitation: Entra Agent ID is a strong solution if your agent estate lives inside the Microsoft ecosystem. For organizations running heterogeneous stacks - Anthropic, AWS, open-source frameworks, and custom-built agents - the governance surface extends well beyond what any single IdP can cover.</p>\n<h3>CSA Agentic Trust Framework and CSAI Foundation</h3>\n<p>The Cloud Security Alliance has been the most prolific standards producer in this space. The CSA published the Agentic Trust Framework (ATF) on February 2, 2026 - the first governance specification applying Zero Trust principles to autonomous AI agents with a structured maturity model<sup class=\"bp-cite\"><a href=\"#source-13\" data-source-idx=\"13\">[13]</a></sup>. The ATF was co-authored by John Kindervag, the original creator of Zero Trust.</p>\n<p>A companion survey of 285 IT and security professionals makes the urgency concrete: 84% of organizations cannot pass a compliance audit focused on agent behavior or access controls, and only 23% have a formal agent identity strategy<sup class=\"bp-cite\"><a href=\"#source-14\" data-source-idx=\"14\">[14]</a></sup>.</p>\n<p>The CSA&#39;s MAESTRO threat modeling framework explicitly names <strong>agent impersonation</strong> as a distinct threat class - malicious actors deceiving users or other agents by impersonating legitimate AI agents. The prescribed mitigations are trusted agent registries, cryptographic agent identities, and short-lived OAuth/OIDC tokens scoped to the intersection of what the agent is allowed to do AND what the delegating user is allowed to do. An AND gate, not an OR gate.</p>\n<p>In March 2026, the CSA launched the CSAI Foundation at RSAC 2026, a new 501(c)3 dedicated exclusively to AI security, with a 2026 mission of &quot;Securing the Agentic Control Plane&quot; - governing identity, authorization, orchestration, runtime behavior, and trust assurance for autonomous AI agent ecosystems<sup class=\"bp-cite\"><a href=\"#source-15\" data-source-idx=\"15\">[15]</a></sup>.</p>\n<hr>\n<div class=\"inline-cta-block\" data-island=\"cta\"><a href=\"https://cal.com/forms/b123a202-3396-40b4-ad18-ccc3fa96c1d6\" class=\"inline-cta-btn cta-primary\" data-cta-id=\"bf29a321-f8cc-41a4-bccb-0dbb879a961e\" data-cta-label=\"Govern your AI agents\" target=\"_blank\" rel=\"noopener\">Govern your AI agents</a></div>\n\n\n\n<h2>The Player Map: Four Categories, Different Strengths</h2>\n<p>The vendor landscape has fragmented into four distinct categories. Understanding what each does - and doesn&#39;t do - is essential before buying.</p>\n<div class=\"bp-component bp-data-table\"><div class=\"bp-data-table__title\">AI Agent Identity: Vendor Category Comparison</div><table><thead><tr><th>Category</th><th>Examples</th><th>Core Strength</th><th>Key Gap</th></tr></thead><tbody><tr><td>Identity Providers extending to agents</td><td>Microsoft Entra Agent ID, Okta (MCP server + Auth for MCP), Auth0</td><td>Standards-based auth (OAuth 2.1/OIDC), existing enterprise trust, lifecycle hooks</td><td>Ecosystem lock-in; heterogeneous agent stacks require federation workarounds</td></tr><tr><td>NHI Security Specialists</td><td>Oasis Security, Entro, Teleport</td><td>Discovery, secrets rotation, posture management for service accounts and API keys</td><td>Agent governance is identity-discovery-led, not runtime-enforcement-led; agents treated as NHI subset, not first-class</td></tr><tr><td>MCP Gateways</td><td>Arcade, TrueFoundry, Cloudflare Agents SDK</td><td>Runtime authorization at the tool-call level; per-session ephemeral credentials; low-latency enforcement</td><td>Closed ecosystems; governance doesn&#39;t extend to human identities or non-MCP agents</td></tr><tr><td>IGA Platforms governing agents + humans</td><td>Iden, SailPoint (Agent Identity Security add-on), ServiceNow/Veza</td><td>Unified lifecycle governance across human and non-human identities; policy-driven provisioning and deprovisioning; access reviews</td><td>Legacy IGA platforms bolt on agent support; depth and automation vary significantly</td></tr></tbody></table></div>\n\n\n\n<p>A few notes on the landscape:</p>\n<p><strong>Identity providers</strong> are moving fast. Auth0&#39;s &quot;Auth for MCP&quot; became generally available on May 6, 2026, and Okta released its own MCP server as a secure protocol abstraction layer enabling AI agents to interact with Okta&#39;s scoped management APIs with least-privilege access control enforced at each tool call<sup class=\"bp-cite\"><a href=\"#source-2\" data-source-idx=\"2\">[2]</a></sup>. These are authentication solutions. They do not govern the full identity lifecycle.</p>\n<p><strong>NHI specialists</strong> have the discovery story right. Veza&#39;s 2026 State of Identity and Access report found that a mere 0.01% of non-human identities control 80% of cloud resources, while the average worker holds 96,000 entitlements<sup class=\"bp-cite\"><a href=\"#source-16\" data-source-idx=\"16\">[16]</a></sup>. Knowing that is valuable. Governing it requires more than a posture dashboard.</p>\n<p><strong>MCP gateways</strong> solve the runtime enforcement problem elegantly for agents you build inside their ecosystem. The problem is coverage: only 23.7% of organizations use their existing IAM/IdP as an authorization server for their agentic MCP infrastructure<sup class=\"bp-cite\"><a href=\"#source-3\" data-source-idx=\"3\">[3]</a></sup>. The rest are running disconnected auth stacks.</p>\n<p><strong>IGA platforms</strong> are the natural home for agent governance - if they&#39;ve actually built it. SailPoint expanded Agent Identity Security connectors in 2026 to include SaaS versions of Salesforce, ServiceNow, and Snowflake, but governance of agent identities requires a separate Agent Identity Security license<sup class=\"bp-cite\"><a href=\"#source-17\" data-source-idx=\"17\">[17]</a></sup>. Legacy IGA vendors are adding agent support as a module. That&#39;s not the same as designing for it from the start.</p>\n<hr>\n<h2>The Honest Gaps</h2>\n<p>Standards are immature. The MCP OAuth 2.1 profile is solid for authentication but has no standardized audit trail format. MCP-I / KYA-OS is in active community development with sparse production implementations. The CSA ATF is a governance framework, not an enforcement tool.</p>\n<p>The monitoring gap is severe. Only 14.4% of organizations have achieved full IT and security approval for their entire agent fleet, and 88% of organizations reported confirmed or suspected AI agent security incidents in the past year<sup class=\"bp-cite\"><a href=\"#source-18\" data-source-idx=\"18\">[18]</a></sup>. Only 21.9% of organizations currently treat AI agents as independent, identity-bearing entities within their security model<sup class=\"bp-cite\"><a href=\"#source-3\" data-source-idx=\"3\">[3]</a></sup>. Most still treat agents as extensions of human users or generic service accounts.</p>\n<p>The over-permissioning problem is structural. 70% of security leaders say AI systems have more access than a human in the same role, and 67% of organizations rely on static credentials for AI systems<sup class=\"bp-cite\"><a href=\"#source-19\" data-source-idx=\"19\">[19]</a></sup>. Static, long-lived credentials are the opposite of what every framework recommends. They persist after an agent&#39;s task is complete, survive offboarding, and create the same orphaned-account problem that has plagued human identity governance for decades - just at machine speed.</p>\n<p>The CSA-Oasis State of NHI and AI Security 2026 found that 51% of organizations cite over-permissioned access as a top NHI pain point, and 78% have no documented policy for creating or removing AI identities<sup class=\"bp-cite\"><a href=\"#source-20\" data-source-idx=\"20\">[20]</a></sup>.</p>\n<figure class=\"bp-component bp-image\" data-component-id=\"3a13a849-8155-45c7-8c5c-27430a712e8c\"><img src=\"https://aqynbjfkcfnrqkhzbzxl.supabase.co/storage/v1/object/public/cms-assets/5ed37a7f-297e-48c5-b007-40268093b3fa/6c51af9e-cfc7-42f5-958f-0a84c680cb69.jpg\" alt=\"Isometric diagram showing two parallel governance tracks: on the left, a structured lifecycle flow for human employees (hire, provision, review, offboard) with clear checkpoints; on the right, a chaotic tangle of AI agents with no lifecycle, overlapping permissions, and missing audit trails - visually contrasting governed vs. ungoverned identity\" loading=\"lazy\" /></figure>\n\n\n\n<hr>\n<div class=\"inline-cta-block\" data-island=\"cta\"><a href=\"https://cal.com/forms/b123a202-3396-40b4-ad18-ccc3fa96c1d6\" class=\"inline-cta-btn cta-primary\" data-cta-id=\"b516383e-dd27-4350-9d5b-754ba938d2e1\" data-cta-label=\"Audit non-human identities\" target=\"_blank\" rel=\"noopener\">Audit non-human identities</a></div>\n\n\n\n<h2>What IGA Looks Like When It&#39;s Built for This</h2>\n<p>The governance problem for AI agents is structurally identical to the governance problem for human identities - and for the same reason that IGA exists: access sprawl, orphaned accounts, over-permissioning, and the inability to answer &quot;who has access to what, and should they?&quot; at any given moment.</p>\n<p>The difference is velocity and scale. NHIs outnumber human identities 17 to 1 in the average enterprise, and the NHI population grew 44% year-over-year between 2024 and 2025<sup class=\"bp-cite\"><a href=\"#source-21\" data-source-idx=\"21\">[21]</a></sup>. AI agents are the fastest-growing segment within that already-exploding category. Quarterly access reviews cannot keep pace. Neither can spreadsheets.</p>\n<p>What&#39;s needed is a single governance plane that treats human and non-human identities with the same policy engine, the same lifecycle automation, and the same access review workflows - without requiring a separate module, a separate license, or a separate team.</p>\n<p>That&#39;s the design principle behind Iden. Rather than bolting agent governance onto a human-centric IGA platform, or treating agents as a subset of NHI discovery, Iden governs all identity types - employees, contractors, service accounts, bots, and AI agents - through the same policy-driven lifecycle engine. Fine-grained control at the channel, repository, and project level means an agent gets exactly the access its task requires, and that access is revoked when the task is done. No standing permissions. No orphaned agent accounts.</p>\n<p>For organizations evaluating where AI agent governance fits in their stack, the <a href=\"/blog/12-best-iga-vendors-2026\">12 Best IGA Vendors in 2026</a> post maps the full landscape, and our <a href=\"/blog/nhi-explosion-non-human-identity\">NHI explosion piece</a> covers the scale of the underlying problem in detail.</p>\n<hr>\n<div class=\"inline-cta-block\" data-island=\"cta\"><a href=\"https://cal.com/forms/b123a202-3396-40b4-ad18-ccc3fa96c1d6\" class=\"inline-cta-btn cta-primary\" data-cta-id=\"765ac68a-6ed5-4e48-a445-2912d5db5923\" data-cta-label=\"Manage NHIs centrally\" target=\"_blank\" rel=\"noopener\">Manage NHIs centrally</a></div>\n\n\n\n<h2>How to Evaluate Agent Identity Capabilities Today</h2>\n<p>The standards are immature, the vendor claims are ahead of the implementations, and the threat is real. Here is a practical evaluation framework for buyers.</p>\n<div class=\"bp-component bp-steps\"><div class=\"bp-step\"><div class=\"bp-step__marker\"><span class=\"bp-step__num\">1</span><span class=\"bp-step__line\"></span></div><div class=\"bp-step__content\"><strong>Inventory your agent estate before you buy anything</strong><p>You cannot govern what you cannot see. Start with a full discovery pass: which agents are running, who deployed them, what credentials they hold, and what systems they can reach. Shadow agents — those with no registry entry, no assigned owner, and no managed identity — are your highest-risk population. Treat them as Critical findings.</p></div></div><div class=\"bp-step\"><div class=\"bp-step__marker\"><span class=\"bp-step__num\">2</span><span class=\"bp-step__line\"></span></div><div class=\"bp-step__content\"><strong>Demand short-lived, scoped credentials — not API keys</strong><p>Any platform that relies on shared API keys or long-lived static credentials for agent authentication is not a governance solution. Require per-session ephemeral tokens scoped to the specific task, with automatic teardown at end of session. This is the single highest-leverage control against prompt injection and credential theft.</p></div></div><div class=\"bp-step\"><div class=\"bp-step__marker\"><span class=\"bp-step__num\">3</span><span class=\"bp-step__line\"></span></div><div class=\"bp-step__content\"><strong>Verify the AND gate, not the OR gate</strong><p>An agent should only be able to do what the agent is authorized to do AND what the delegating user is authorized to do — not the union of both. Service accounts that inherit broad employee credentials create authorization bypass vulnerabilities. Confirm that your chosen platform enforces the intersection, not the superset.</p></div></div><div class=\"bp-step\"><div class=\"bp-step__marker\"><span class=\"bp-step__num\">4</span><span class=\"bp-step__line\"></span></div><div class=\"bp-step__content\"><strong>Require a full audit trail at the tool-call level</strong><p>Logging that an agent &#39;ran&#39; is not an audit trail. You need: which agent, which user delegated, which tool was called, with what arguments, what data was accessed, and what the result was. The EU AI Act&#39;s transparency provisions take effect August 2, 2026. If your platform cannot produce this log on demand, it cannot support compliance.</p></div></div><div class=\"bp-step\"><div class=\"bp-step__marker\"><span class=\"bp-step__num\">5</span><span class=\"bp-step__line\"></span></div><div class=\"bp-step__content\"><strong>Evaluate lifecycle governance, not just runtime enforcement</strong><p>Runtime authorization at the tool-call level is necessary but not sufficient. You also need: agent registration and approval workflows before deployment, access reviews on the same cadence as human identities, and automated deprovisioning when an agent is retired. Ask vendors specifically how they handle agent offboarding — most have no answer.</p></div></div><div class=\"bp-step bp-step--last\"><div class=\"bp-step__marker\"><span class=\"bp-step__num\">6</span></div><div class=\"bp-step__content\"><strong>Insist on unified governance across human and non-human identities</strong><p>Separate tools for human IGA and agent governance create blind spots at the seams. An agent acting on behalf of a human should be governed in the same plane as that human — same policy engine, same access review, same audit log. If your IGA platform treats agents as a bolt-on module, you have a coverage gap.</p></div></div></div>\n\n\n\n<hr>\n<h2>The Bottom Line</h2>\n<p>The 2026 standards landscape for AI agent identity is real and moving fast - MCP OAuth 2.1 under Linux Foundation governance, MCP-I / KYA-OS at the DIF, Microsoft Entra Agent ID in GA, and the CSA Agentic Trust Framework providing the governance vocabulary. These are genuine milestones.</p>\n<p>But standards are not implementations. Only 3% of organizations have automated, machine-speed controls governing AI behavior<sup class=\"bp-cite\"><a href=\"#source-19\" data-source-idx=\"19\">[19]</a></sup>. The gap between what the frameworks prescribe and what organizations have actually deployed is enormous.</p>\n<p>The organizations that close that gap fastest will be the ones that stop treating agent governance as a separate problem from identity governance. Agents are identities. They need the same lifecycle controls, the same access reviews, the same deprovisioning workflows, and the same audit trails as every other identity in your environment - just with shorter-lived credentials and faster policy enforcement.</p>\n<p>That&#39;s not a new category of tooling. It&#39;s IGA, built for the full population of identities your enterprise actually runs.</p>\n<div class=\"bp-component bp-widget\"><div class=\"inline-widget-container\" data-island=\"widget\" data-widget-id=\"e5afe1d7-cb52-4acd-8a56-b6970002b90b\" data-widget-lang=\"en\"></div></div>\n\n\n</div></div><div class=\"prose-body mt-12 border-t border-[var(--blog-border)] pt-8\"><ol class=\"bp-sources\"><li id=\"source-1\"><a href=\"https://www.microsoft.com/en-us/security/blog/2026/02/10/80-of-fortune-500-use-active-ai-agents-observability-governance-and-security-shape-the-new-frontier/\" target=\"_blank\" rel=\"noopener nofollow\">microsoft.com — 80 of fortune 500 use active ai agents observability governance and security shape the new frontier</a></li><li id=\"source-2\"><a href=\"https://www.marktechpost.com/2026/05/25/best-authentication-platforms-for-ai-agents-and-mcp-servers-in-2026/\" target=\"_blank\" rel=\"noopener nofollow\">marktechpost.com — Best authentication platforms for ai agents and mcp servers in 2026</a></li><li id=\"source-3\"><a href=\"https://www.gravitee.io/state-of-ai-agent-security\" target=\"_blank\" rel=\"noopener nofollow\">gravitee.io — State of ai agent security</a></li><li id=\"source-4\"><a href=\"https://workos.com/blog/everything-your-team-needs-to-know-about-mcp-in-2026/\" target=\"_blank\" rel=\"noopener nofollow\">workos.com — Everything your team needs to know about mcp in 2026</a></li><li id=\"source-5\"><a href=\"https://aaif.io/blog/mcp-is-now-enterprise-infrastructure-everything-that-happened-at-mcp-dev-summit-north-america-2026/\" target=\"_blank\" rel=\"noopener nofollow\">aaif.io — Mcp is now enterprise infrastructure everything that happened at mcp dev summit north america 2026</a></li><li id=\"source-6\"><a href=\"https://www.prefect.io/resources/mcp-oauth\" target=\"_blank\" rel=\"noopener nofollow\">prefect.io — Mcp oauth</a></li><li id=\"source-7\"><a href=\"https://epinium.com/en/blog/model-context-protocol-enterprise-guide/\" target=\"_blank\" rel=\"noopener nofollow\">epinium.com — Model context protocol enterprise guide</a></li><li id=\"source-8\"><a href=\"https://www.vouched.id/learn/vouched-donates-mcp-i-identity-framework-to-the-decentralized-identity-foundation-to-advance-trust-and-security-for-ai-agents\" target=\"_blank\" rel=\"noopener nofollow\">vouched.id — Vouched donates mcp i identity framework to the decentralized identity foundation to advance trust and security for ai agents</a></li><li id=\"source-9\"><a href=\"https://blog.identity.foundation/why-dif-said-yes-to-mcp-i/\" target=\"_blank\" rel=\"noopener nofollow\">blog.identity.foundation — Why dif said yes to mcp i</a></li><li id=\"source-10\"><a href=\"https://learn.microsoft.com/en-us/entra/agent-id/what-is-microsoft-entra-agent-id\" target=\"_blank\" rel=\"noopener nofollow\">learn.microsoft.com — What is microsoft entra agent id</a></li><li id=\"source-11\"><a href=\"https://learn.microsoft.com/en-us/entra/agent-id/agent-identities\" target=\"_blank\" rel=\"noopener nofollow\">learn.microsoft.com — Agent identities</a></li><li id=\"source-12\"><a href=\"https://www.microsoft.com/en-us/security/blog/2026/03/20/secure-agentic-ai-end-to-end/\" target=\"_blank\" rel=\"noopener nofollow\">microsoft.com — Secure agentic ai end to end</a></li><li id=\"source-13\"><a href=\"https://cloudsecurityalliance.org/blog/2026/02/02/the-agentic-trust-framework-zero-trust-governance-for-ai-agents\" target=\"_blank\" rel=\"noopener nofollow\">cloudsecurityalliance.org — The agentic trust framework zero trust governance for ai agents</a></li><li id=\"source-14\"><a href=\"https://www.oktsec.com/blog/csa-agentic-trust-framework-zero-trust-agents/\" target=\"_blank\" rel=\"noopener nofollow\">oktsec.com — Csa agentic trust framework zero trust agents</a></li><li id=\"source-15\"><a href=\"https://cloudsecurityalliance.org/press-releases/2026/03/23/csa-securing-the-agentic-control-plane\" target=\"_blank\" rel=\"noopener nofollow\">cloudsecurityalliance.org — Csa securing the agentic control plane</a></li><li id=\"source-16\"><a href=\"https://veza.com/blog/forrester-recognizes-veza-for-iga-ispm-and-nhi-ai-identity-management/\" target=\"_blank\" rel=\"noopener nofollow\">veza.com — Forrester recognizes veza for iga ispm and nhi ai identity management</a></li><li id=\"source-17\"><a href=\"https://aimultiple.com/iga-solutions\" target=\"_blank\" rel=\"noopener nofollow\">aimultiple.com — Iga solutions</a></li><li id=\"source-18\"><a href=\"https://www.gravitee.io/blog/state-of-ai-agent-security-2026-report-when-adoption-outpaces-control\" target=\"_blank\" rel=\"noopener nofollow\">gravitee.io — State of ai agent security 2026 report when adoption outpaces control</a></li><li id=\"source-19\"><a href=\"https://www.cybersecstats.com/ai-cybersecurity-statistics-2026-q1-q2/\" target=\"_blank\" rel=\"noopener nofollow\">cybersecstats.com — Ai cybersecurity statistics 2026 q1 q2</a></li><li id=\"source-20\"><a href=\"https://secureflo.net/ai-agent-identity-management-a-2026-ciso-playbook/\" target=\"_blank\" rel=\"noopener nofollow\">secureflo.net — Ai agent identity management a 2026 ciso playbook</a></li><li id=\"source-21\"><a href=\"https://labs.cloudsecurityalliance.org/research/csa-whitepaper-nonhuman-identity-agentic-ai-governance-v1-cs/\" target=\"_blank\" rel=\"noopener nofollow\">labs.cloudsecurityalliance.org — Csa whitepaper nonhuman identity agentic ai governance v1 cs</a></li></ol></div></div><section class=\"mx-auto mt-20 max-w-[620px] border-t border-[var(--blog-border)] px-6 pt-12 sm:px-0\"><h2 class=\"mb-6 font-mono text-[11px] uppercase tracking-[0.22em] text-[var(--blog-faint)]\">Related reading</h2><div class=\"grid gap-6 sm:grid-cols-2\"><a class=\"group flex flex-col overflow-hidden rounded-xl border border-[var(--blog-border)] bg-[var(--blog-surface)] transition-colors hover:border-[color-mix(in_srgb,var(--blog-accent)_50%,var(--blog-border))]\" href=\"/en/blog/segregation-of-duties-guide-entitlement-level\"><div class=\"relative aspect-[16/9] overflow-hidden\"><div class=\"relative h-full w-full overflow-hidden transition-transform duration-500 group-hover:scale-[1.04]\"><svg class=\"absolute inset-0 h-full w-full\" viewBox=\"0 0 320 200\" preserveAspectRatio=\"xMidYMid slice\" aria-hidden=\"true\"><defs><linearGradient id=\"blog-grad-segregation-of-duties-guide-entitlement-level\" x1=\"50%\" y1=\"0%\" x2=\"50%\" y2=\"100%\"><stop offset=\"0%\" stop-color=\"#D4DCDA\"></stop><stop offset=\"100%\" stop-color=\"#47585C\"></stop></linearGradient><filter id=\"blog-grain-segregation-of-duties-guide-entitlement-level\" x=\"0\" y=\"0\" width=\"100%\" height=\"100%\"><feTurbulence type=\"fractalNoise\" baseFrequency=\"0.9\" numOctaves=\"2\" seed=\"6543\" result=\"noise\"></feTurbulence><feColorMatrix in=\"noise\" type=\"matrix\" values=\"0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0.45 0\"></feColorMatrix></filter><pattern id=\"blog-dither-segregation-of-duties-guide-entitlement-level\" patternUnits=\"userSpaceOnUse\" width=\"4\" height=\"4\"><circle cx=\"1.5\" cy=\"1.5\" r=\"0.3\" fill=\"#000\" fill-opacity=\"0.06\"></circle></pattern></defs><rect width=\"320\" height=\"200\" fill=\"url(#blog-grad-segregation-of-duties-guide-entitlement-level)\"></rect><rect width=\"320\" height=\"220\" filter=\"url(#blog-grain-segregation-of-duties-guide-entitlement-level)\" style=\"mix-blend-mode:overlay\"></rect><rect width=\"320\" height=\"200\" fill=\"url(#blog-dither-segregation-of-duties-guide-entitlement-level)\"></rect></svg><svg viewBox=\"0 0 256 256\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"6\" class=\"absolute left-5 top-5 h-9 w-9 pointer-events-none\" style=\"color:#1c1c1c;opacity:0.78\" aria-hidden=\"true\"><path d=\"M10 128H246M71 69L10 128L71 187M186 187L246 128L186 69\"></path></svg></div><div class=\"absolute right-3 top-3\"><span class=\"inline-flex items-center rounded-full border border-[var(--blog-border)] bg-[color-mix(in_srgb,var(--blog-bg)_60%,transparent)] px-2.5 py-0.5 font-mono text-[10px] uppercase tracking-[0.18em] text-[var(--blog-muted)]\">Segregation of duties</span></div></div><div class=\"flex flex-1 flex-col gap-2.5 p-5\"><h3 class=\"text-[17px] font-normal leading-snug tracking-tight text-white\"><span class=\"blog-underline\">The Definitive Guide to Segregation of Duties (SoD): From Policy to Entitlement-Level Enforcement</span></h3><p class=\"line-clamp-2 text-sm leading-relaxed text-[var(--blog-muted)]\">A complete SoD guide: definition, toxic combinations, framework mapping (SOC 2, ISO 27001, SOX, PCI DSS), the conflict matrix, and why role-level SoD misses the real violations hiding inside broad entitlements.</p><div class=\"mt-auto flex items-center gap-2 pt-2 text-xs text-[var(--blog-faint)]\"><span class=\"tabular-nums\">Jul 24, 2026</span></div></div></a><a class=\"group flex flex-col overflow-hidden rounded-xl border border-[var(--blog-border)] bg-[var(--blog-surface)] transition-colors hover:border-[color-mix(in_srgb,var(--blog-accent)_50%,var(--blog-border))]\" href=\"/en/blog/third-party-contractor-access-audit-evidence\"><div class=\"relative aspect-[16/9] overflow-hidden\"><div class=\"relative h-full w-full overflow-hidden transition-transform duration-500 group-hover:scale-[1.04]\"><svg class=\"absolute inset-0 h-full w-full\" viewBox=\"0 0 320 200\" preserveAspectRatio=\"xMidYMid slice\" aria-hidden=\"true\"><defs><linearGradient id=\"blog-grad-third-party-contractor-access-audit-evidence\" x1=\"50%\" y1=\"0%\" x2=\"50%\" y2=\"100%\"><stop offset=\"0%\" stop-color=\"#E5E4E6\"></stop><stop offset=\"100%\" stop-color=\"#4D80E6\"></stop></linearGradient><filter id=\"blog-grain-third-party-contractor-access-audit-evidence\" x=\"0\" y=\"0\" width=\"100%\" height=\"100%\"><feTurbulence type=\"fractalNoise\" baseFrequency=\"0.9\" numOctaves=\"2\" seed=\"4201\" result=\"noise\"></feTurbulence><feColorMatrix in=\"noise\" type=\"matrix\" values=\"0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0.45 0\"></feColorMatrix></filter><pattern id=\"blog-dither-third-party-contractor-access-audit-evidence\" patternUnits=\"userSpaceOnUse\" width=\"4\" height=\"4\"><circle cx=\"1.5\" cy=\"1.5\" r=\"0.3\" fill=\"#000\" fill-opacity=\"0.06\"></circle></pattern></defs><rect width=\"320\" height=\"200\" fill=\"url(#blog-grad-third-party-contractor-access-audit-evidence)\"></rect><rect width=\"320\" height=\"220\" filter=\"url(#blog-grain-third-party-contractor-access-audit-evidence)\" style=\"mix-blend-mode:overlay\"></rect><rect width=\"320\" height=\"200\" fill=\"url(#blog-dither-third-party-contractor-access-audit-evidence)\"></rect></svg><svg viewBox=\"0 0 256 256\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"6\" class=\"absolute left-5 top-5 h-9 w-9 pointer-events-none\" style=\"color:#1c1c1c;opacity:0.78\" aria-hidden=\"true\"><path d=\"M128 8V88M246.5 9.5L156.697 99.3026M168 128H248M246.5 246.5L156.697 156.697M128 168V248M9.5 246.5L99.3026 156.697M8 128H88M9.5 9.5L99.3026 99.3026\"></path></svg></div><div class=\"absolute right-3 top-3\"><span class=\"inline-flex items-center rounded-full border border-[var(--blog-border)] bg-[color-mix(in_srgb,var(--blog-bg)_60%,transparent)] px-2.5 py-0.5 font-mono text-[10px] uppercase tracking-[0.18em] text-[var(--blog-muted)]\">Third-party access audit trail</span></div></div><div class=\"flex flex-1 flex-col gap-2.5 p-5\"><h3 class=\"text-[17px] font-normal leading-snug tracking-tight text-white\"><span class=\"blog-underline\">Third-Party Access Is Your Audit&#x27;s Weakest Link - Here&#x27;s How to Fix It</span></h3><p class=\"line-clamp-2 text-sm leading-relaxed text-[var(--blog-muted)]\">Contractors and partners don&#x27;t live in your HRIS - so they fall outside JML automation and become orphaned-access hotspots. Here&#x27;s the evidence every auditor demands and how to produce it.</p><div class=\"mt-auto flex items-center gap-2 pt-2 text-xs text-[var(--blog-faint)]\"><span class=\"tabular-nums\">Jul 17, 2026</span></div></div></a><a class=\"group flex flex-col overflow-hidden rounded-xl border border-[var(--blog-border)] bg-[var(--blog-surface)] transition-colors hover:border-[color-mix(in_srgb,var(--blog-accent)_50%,var(--blog-border))]\" href=\"/en/blog/legacy-iga-migration-guide-checklist\"><div class=\"relative aspect-[16/9] overflow-hidden\"><div class=\"relative h-full w-full overflow-hidden transition-transform duration-500 group-hover:scale-[1.04]\"><svg class=\"absolute inset-0 h-full w-full\" viewBox=\"0 0 320 200\" preserveAspectRatio=\"xMidYMid slice\" aria-hidden=\"true\"><defs><linearGradient id=\"blog-grad-legacy-iga-migration-guide-checklist\" x1=\"50%\" y1=\"0%\" x2=\"50%\" y2=\"100%\"><stop offset=\"0%\" stop-color=\"#D4DCDA\"></stop><stop offset=\"100%\" stop-color=\"#949495\"></stop></linearGradient><filter id=\"blog-grain-legacy-iga-migration-guide-checklist\" x=\"0\" y=\"0\" width=\"100%\" height=\"100%\"><feTurbulence type=\"fractalNoise\" baseFrequency=\"0.9\" numOctaves=\"2\" seed=\"349\" result=\"noise\"></feTurbulence><feColorMatrix in=\"noise\" type=\"matrix\" values=\"0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0.45 0\"></feColorMatrix></filter><pattern id=\"blog-dither-legacy-iga-migration-guide-checklist\" patternUnits=\"userSpaceOnUse\" width=\"4\" height=\"4\"><circle cx=\"1.5\" cy=\"1.5\" r=\"0.3\" fill=\"#000\" fill-opacity=\"0.06\"></circle></pattern></defs><rect width=\"320\" height=\"200\" fill=\"url(#blog-grad-legacy-iga-migration-guide-checklist)\"></rect><rect width=\"320\" height=\"220\" filter=\"url(#blog-grain-legacy-iga-migration-guide-checklist)\" style=\"mix-blend-mode:overlay\"></rect><rect width=\"320\" height=\"200\" fill=\"url(#blog-dither-legacy-iga-migration-guide-checklist)\"></rect></svg><svg viewBox=\"0 0 256 256\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"6\" class=\"absolute left-5 top-5 h-9 w-9 pointer-events-none\" style=\"color:#1c1c1c;opacity:0.78\" aria-hidden=\"true\"><path d=\"M10 128C10 193.17 62.8304 246 128 246C193.17 246 246 193.17 246 128C246 62.8304 193.17 10 128 10C62.8304 10 10 62.8304 10 128ZM10 128L246 128.123M39.4543 50H216.546M39.4543 206H216.546\"></path></svg></div><div class=\"absolute right-3 top-3\"><span class=\"inline-flex items-center rounded-full border border-[var(--blog-border)] bg-[color-mix(in_srgb,var(--blog-bg)_60%,transparent)] px-2.5 py-0.5 font-mono text-[10px] uppercase tracking-[0.18em] text-[var(--blog-muted)]\">Legacy IGA migration</span></div></div><div class=\"flex flex-1 flex-col gap-2.5 p-5\"><h3 class=\"text-[17px] font-normal leading-snug tracking-tight text-white\"><span class=\"blog-underline\">The Legacy IGA Migration Guide: Real Costs, Realistic Timelines, and a Step-by-Step Checklist</span></h3><p class=\"line-clamp-2 text-sm leading-relaxed text-[var(--blog-muted)]\">Replacing SailPoint IIQ, Oracle, IBM, or One Identity feels terrifying. This guide breaks down the real migration costs, honest timelines, and a step-by-step checklist to de-risk the switch.</p><div class=\"mt-auto flex items-center gap-2 pt-2 text-xs text-[var(--blog-faint)]\"><span class=\"tabular-nums\">Jul 13, 2026</span></div></div></a></div></section></article><!--$--><!--/$--></main><div class=\"border-t border-neutral-800\"><footer class=\"w-full bg-neutral-900 overflow-hidden\"><div class=\"px-4 pt-32 pb-3 flex items-center justify-between gap-4\"><span class=\"text-base text-neutral-500 shrink-0 uppercase tracking-tight\">© 2026 IDENHQ, INC.</span><div class=\"hidden sm:flex flex-wrap items-center justify-center gap-x-3 gap-y-1\"><span class=\"flex items-center gap-3\"><a href=\"/charter\" class=\"text-base text-neutral-500 hover:text-neutral-300 transition-colors\">Charter</a></span><span class=\"flex items-center gap-3\"><span class=\"text-xl select-none text-neutral-700\">·</span><a href=\"/field-notes\" class=\"text-base text-neutral-500 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Read this context, then ask me what I want to know before giving any assessment.\\n\\n---\\n\\nI'm reading \\\"AI Agent Identity Management in 2026: Standards, Players, and the Governance Gap\\\" on Iden's blog. Iden is a modern identity governance platform for IT teams at companies with 50 to 2,000 employees. It automates provisioning, access reviews, and offboarding across every app in the stack, including the apps that don't support SCIM. Pricing starts at $7.50/user/month. Two-week trial. No professional services.\\n\\n## Article summary\\nMCP OAuth 2.1, MCP-I at the DIF, Microsoft Entra Agent ID - the 2026 standards landscape for AI agent identity is taking shape. Here's what's real, what's missing, and how to evaluate governance today.\\n\\n## Article content\\n\\nThe numbers are no longer theoretical. {{fact}}More than 80% of Fortune 500 companies now run active AI agents built with low-code and no-code tools{{cite:1}}, and {{fact}}Gartner projects that up to 40% of enterprise applications will include integrated task-specific AI agents by the end of 2026, up from less than 5% today{{cite:2}}.{{/fact}}{{/fact}} Yet the security posture underneath that deployment wave is alarming: {{fact}}on average, only 47.1% of an organization's AI agents are actively monitored or secured{{cite:3}}.{{/fact}} The other half operate without oversight, logging, or identity controls.\\n\\nThis is not a future problem. It is the current state of your production environment.\\n\\nThe good news - if you can call it that - is that the standards community has noticed. In the first half of 2026, more governance specifications landed for AI agent identity than in the entire prior history of the field. This post maps what those standards actually say, which vendor categories are responding, where the real gaps remain, and what a buyer should demand today.\\n\\n---\\n\\n## The Standards Landscape: What's Actually Shipping\\n\\n### MCP OAuth 2.1 Under Linux Foundation Governance\\n\\nThe Model Context Protocol started as an Anthropic experiment in November 2024. {{fact}}By December 2025, Anthropic had donated MCP to the Agentic AI Foundation (AAIF) under the Linux Foundation, with OpenAI, Block, AWS, Google, Microsoft, Cloudflare, and Bloomberg joining as founding or platinum members{{cite:4}}.{{/fact}} {{fact}}Within four months, the AAIF grew to 170 member organizations - more than double the membership CNCF had at the same stage of its life{{cite:5}}.{{/fact}}\\n\\nThe governance shift matters for enterprise buyers. MCP is no longer a single-vendor protocol that any one company can deprecate or fork. It is now closer in structure to CNCF than to a proprietary API.\\n\\nOn authentication specifically: {{fact}}the MCP spec mandates OAuth 2.1 with PKCE for all protected HTTP-based deployments, requiring HTTPS on all endpoints and discoverable authorization server metadata{{cite:6}}.{{/fact}} The 2026 roadmap, published in March, makes enterprise readiness - including audit trails, SSO-integrated auth, and configuration portability - a top priority. The spec's authorization Working Group had six dedicated sessions at the April 2026 MCP Dev Summit, with the OAuth 2.1 spec author present.\\n\\n{{fact}}The 2026 MCP roadmap flagged audit trail infrastructure, SSO-integrated auth, and configuration portability as the top enterprise requests{{cite:7}}.{{/fact}} None of those are solved yet. The roadmap is a commitment, not a delivery.\\n\\n{{component:e30cc0b7-1878-4e09-b948-931b4ea6d29d}}\\n\\n### MCP-I / KYA-OS: Decentralized Identity for Agents\\n\\nOAuth 2.1 handles *authentication* - proving an agent is who it claims to be. It does not answer the harder questions: Who authorized this agent? What is it allowed to do on behalf of which human? Can a downstream service verify that chain without prior coordination?\\n\\n{{fact}}In March 2026, Vouched formally donated the Model Context Protocol - Identity (MCP-I) framework to the Decentralized Identity Foundation (DIF), where it is now stewarded by the DIF Trusted AI Agents Working Group{{cite:8}}.{{/fact}} The spec has since been renamed KYA-OS (Know Your Agent Operating System) to reflect its scope beyond MCP alone.\\n\\n{{fact}}MCP-I / KYA-OS uses Decentralized Identifiers (DIDs) and Verifiable Credentials (VCs) to enable cryptographically secure verification of both agents and their human principals - without requiring prior coordination between parties{{cite:9}}.{{/fact}} The framework defines four identity questions every service should be able to answer: Who is the agent? Who authorized it? What is it allowed to do? What is the scope of that delegation?\\n\\nThis is the right architecture for multi-organization agent workflows - a travel booking agent acting on behalf of a user across airline, hotel, and payment systems, for example. It is also early. The spec is in active community development, and production implementations are sparse.\\n\\n### Microsoft Entra Agent ID\\n\\nMicrosoft moved fastest among the major identity platforms. {{fact}}Microsoft Entra Agent ID introduces agent identities as a distinct, purpose-built construct - not a repurposed service principal or user account - with agent identity blueprints serving as templates for creating individual agent identities with parent-child relationships{{cite:10}}.{{/fact}}\\n\\n{{fact}}Agent identities in Entra do not have credentials of their own; they rely on the agent identity blueprint to acquire tokens on their behalf, and they only authenticate using federated identity credentials{{cite:11}}.{{/fact}} This is the right model: credentials live in the blueprint, not on the agent, so a compromised agent cannot exfiltrate its own keys.\\n\\n{{fact}}Microsoft Agent 365, generally available from May 1, 2026, gives each AI agent its own Entra Agent ID for identity, lifecycle, and access management, and integrates with Conditional Access, identity protection, and Microsoft Purview{{cite:12}}.{{/fact}} Third-party agents from AWS Bedrock, n8n, and other frameworks can be onboarded via workload identity federation - no platform-specific credential management required.\\n\\nThe honest limitation: Entra Agent ID is a strong solution if your agent estate lives inside the Microsoft ecosystem. For organizations running heterogeneous stacks - Anthropic, AWS, open-source frameworks, and custom-built agents - the governance surface extends well beyond what any single IdP can cover.\\n\\n### CSA Agentic Trust Framework and CSAI Foundation\\n\\nThe Cloud Security Alliance has been the most prolific standards producer in this space. {{fact}}The CSA published the Agentic Trust Framework (ATF) on February 2, 2026 - the first governance specification applying Zero Trust principles to autonomous AI agents with a structured maturity model{{cite:13}}.{{/fact}} The ATF was co-authored by John Kindervag, the original creator of Zero Trust.\\n\\nA companion survey of 285 IT and security professionals makes the urgency concrete: {{fact}}84% of organizations cannot pass a compliance audit focused on agent behavior or access controls, and only 23% have a formal agent identity strategy{{cite:14}}.{{/fact}}\\n\\nThe CSA's MAESTRO threat modeling framework explicitly names **agent impersonation** as a distinct threat class - malicious actors deceiving users or other agents by impersonating legitimate AI agents. The prescribed mitigations are trusted agent registries, cryptographic agent identities, and short-lived OAuth/OIDC tokens scoped to the intersection of what the agent is allowed to do AND what the delegating user is allowed to do. An AND gate, not an OR gate.\\n\\n{{fact}}In March 2026, the CSA launched the CSAI Foundation at RSAC 2026, a new 501(c)3 dedicated exclusively to AI security, with a 2026 mission of \\\"Securing the Agentic Control Plane\\\" - governing identity, authorization, orchestration, runtime behavior, and trust assurance for autonomous AI agent ecosystems{{cite:15}}.{{/fact}}\\n\\n---\\n\\n{{component:47569284-18c1-48d6-9e1d-e150d1048904}}\\n\\n## The Player Map: Four Categories, Different Strengths\\n\\nThe vendor landscape has fragmented into four distinct categories. Understanding what each does - and doesn't do - is essential before buying.\\n\\n{{component:f0d62597-013b-4953-b03d-747adcaf9cba}}\\n\\nA few notes on the landscape:\\n\\n**Identity providers** are moving fast. {{fact}}Auth0's \\\"Auth for MCP\\\" became generally available on May 6, 2026, and Okta released its own MCP server as a secure protocol abstraction layer enabling AI agents to interact with Okta's scoped management APIs with least-privilege access control enforced at each tool call{{cite:2}}.{{/fact}} These are authentication solutions. They do not govern the full identity lifecycle.\\n\\n**NHI specialists** have the discovery story right. {{fact}}Veza's 2026 State of Identity and Access report found that a mere 0.01% of non-human identities control 80% of cloud resources, while the average worker holds 96,000 entitlements{{cite:16}}.{{/fact}} Knowing that is valuable. Governing it requires more than a posture dashboard.\\n\\n**MCP gateways** solve the runtime enforcement problem elegantly for agents you build inside their ecosystem. The problem is coverage: {{fact}}only 23.7% of organizations use their existing IAM/IdP as an authorization server for their agentic MCP infrastructure{{cite:3}}.{{/fact}} The rest are running disconnected auth stacks.\\n\\n**IGA platforms** are the natural home for agent governance - if they've actually built it. {{fact}}SailPoint expanded Agent Identity Security connectors in 2026 to include SaaS versions of Salesforce, ServiceNow, and Snowflake, but governance of agent identities requires a separate Agent Identity Security license{{cite:17}}.{{/fact}} Legacy IGA vendors are adding agent support as a module. That's not the same as designing for it from the start.\\n\\n---\\n\\n## The Honest Gaps\\n\\nStandards are immature. The MCP OAuth 2.1 profile is solid for authentication but has no standardized audit trail format. MCP-I / KYA-OS is in active community development with sparse production implementations. The CSA ATF is a governance framework, not an enforcement tool.\\n\\nThe monitoring gap is severe. {{fact}}Only 14.4% of organizations have achieved full IT and security approval for their entire agent fleet, and 88% of organizations reported confirmed or suspected AI agent security incidents in the past year{{cite:18}}.{{/fact}} {{fact}}Only 21.9% of organizations currently treat AI agents as independent, identity-bearing entities within their security model{{cite:3}}.{{/fact}} Most still treat agents as extensions of human users or generic service accounts.\\n\\nThe over-permissioning problem is structural. {{fact}}70% of security leaders say AI systems have more access than a human in the same role, and 67% of organizations rely on static credentials for AI systems{{cite:19}}.{{/fact}} Static, long-lived credentials are the opposite of what every framework recommends. They persist after an agent's task is complete, survive offboarding, and create the same orphaned-account problem that has plagued human identity governance for decades - just at machine speed.\\n\\n{{fact}}The CSA-Oasis State of NHI and AI Security 2026 found that 51% of organizations cite over-permissioned access as a top NHI pain point, and 78% have no documented policy for creating or removing AI identities{{cite:20}}.{{/fact}}\\n\\n{{component:3a13a849-8155-45c7-8c5c-27430a712e8c}}\\n\\n---\\n\\n{{component:29768692-df7b-44e9-b9bf-d48dcb135080}}\\n\\n## What IGA Looks Like When It's Built for This\\n\\nThe governance problem for AI agents is structurally identical to the governance problem for human identities - and for the same reason that IGA exists: access sprawl, orphaned accounts, over-permissioning, and the inability to answer \\\"who has access to what, and should they?\\\" at any given moment.\\n\\nThe difference is velocity and scale. {{fact}}NHIs outnumber human identities 17 to 1 in the average enterprise, and the NHI population grew 44% year-over-year between 2024 and 2025{{cite:21}}.{{/fact}} AI agents are the fastest-growing segment within that already-exploding category. Quarterly access reviews cannot keep pace. Neither can spreadsheets.\\n\\nWhat's needed is a single governance plane that treats human and non-human identities with the same policy engine, the same lifecycle automation, and the same access review workflows - without requiring a separate module, a separate license, or a separate team.\\n\\nThat's the design principle behind Iden. Rather than bolting agent governance onto a human-centric IGA platform, or treating agents as a subset of NHI discovery, Iden governs all identity types - employees, contractors, service accounts, bots, and AI agents - through the same policy-driven lifecycle engine. Fine-grained control at the channel, repository, and project level means an agent gets exactly the access its task requires, and that access is revoked when the task is done. No standing permissions. No orphaned agent accounts.\\n\\nFor organizations evaluating where AI agent governance fits in their stack, the [12 Best IGA Vendors in 2026](/blog/12-best-iga-vendors-2026) post maps the full landscape, and our [NHI explosion piece](/blog/nhi-explosion-non-human-identity) covers the scale of the underlying problem in detail.\\n\\n{{component:a30e26b9-c278-4c10-b474-e6bceaaaa120}}\\n\\n---\\n\\n{{component:8ef03f9c-3a8f-4ad9-8607-5fac3c16fd06}}\\n\\n## How to Evaluate Agent Identity Capabilities Today\\n\\nThe standards are immature, the vendor claims are ahead of the implementations, and the threat is real. Here is a practical evaluation framework for buyers.\\n\\n{{component:1d887c11-0b30-41a3-afdc-9d89b2f6ccfd}}\\n\\n---\\n\\n## The Bottom Line\\n\\nThe 2026 standards landscape for AI agent identity is real and moving fast - MCP OAuth 2.1 under Linux Foundation governance, MCP-I / KYA-OS at the DIF, Microsoft Entra Agent ID in GA, and the CSA Agentic Trust Framework providing the governance vocabulary. These are genuine milestones.\\n\\nBut standards are not implementations. {{fact}}Only 3% of organizations have automated, machine-speed controls governing AI behavior{{cite:19}}.{{/fact}} The gap between what the frameworks prescribe and what organizations have actually deployed is enormous.\\n\\nThe organizations that close that gap fastest will be the ones that stop treating agent governance as a separate problem from identity governance. Agents are identities. They need the same lifecycle controls, the same access reviews, the same deprovisioning workflows, and the same audit trails as every other identity in your environment - just with shorter-lived credentials and faster policy enforcement.\\n\\nThat's not a new category of tooling. 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Here's what's real, what's missing, and how to evaluate governance today.\\\",\\\"readingTime\\\":10,\\\"updated\\\":\\\"2026-07-28T12:43:04.695+00:00\\\",\\\"aiContext\\\":\\\"$2a\\\",\\\"lang\\\":\\\"en-US\\\"}]]}],\\\"$L2b\\\",\\\"$L2c\\\"]}]\\n\"])</script><script>self.__next_f.push([1,\"2d:I[91729,[\\\"/_next/static/chunks/0yek_.8jq.av2.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\",\\\"/_next/static/chunks/0.gs.ae~fhg8k.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\",\\\"/_next/static/chunks/0tuki9zbj7q2o.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\",\\\"/_next/static/chunks/0i4-dr.x1t4th.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\",\\\"/_next/static/chunks/0lg_m--jcpv9v.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\",\\\"/_next/static/chunks/15ozypjscxub5.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\",\\\"/_next/static/chunks/08xg.0ckpl~2z.js?dpl=dpl_Hda1LjgpArqc9ifo44syWP1wQ4Vh\\\"],\\\"ArticleBody\\\"]\\n2e:T36af,\"])</script><script>self.__next_f.push([1,\"The numbers are no longer theoretical. {{fact}}More than 80% of Fortune 500 companies now run active AI agents built with low-code and no-code tools{{cite:1}}, and {{fact}}Gartner projects that up to 40% of enterprise applications will include integrated task-specific AI agents by the end of 2026, up from less than 5% today{{cite:2}}.{{/fact}}{{/fact}} Yet the security posture underneath that deployment wave is alarming: {{fact}}on average, only 47.1% of an organization's AI agents are actively monitored or secured{{cite:3}}.{{/fact}} The other half operate without oversight, logging, or identity controls.\\n\\nThis is not a future problem. It is the current state of your production environment.\\n\\nThe good news - if you can call it that - is that the standards community has noticed. In the first half of 2026, more governance specifications landed for AI agent identity than in the entire prior history of the field. This post maps what those standards actually say, which vendor categories are responding, where the real gaps remain, and what a buyer should demand today.\\n\\n---\\n\\n## The Standards Landscape: What's Actually Shipping\\n\\n### MCP OAuth 2.1 Under Linux Foundation Governance\\n\\nThe Model Context Protocol started as an Anthropic experiment in November 2024. {{fact}}By December 2025, Anthropic had donated MCP to the Agentic AI Foundation (AAIF) under the Linux Foundation, with OpenAI, Block, AWS, Google, Microsoft, Cloudflare, and Bloomberg joining as founding or platinum members{{cite:4}}.{{/fact}} {{fact}}Within four months, the AAIF grew to 170 member organizations - more than double the membership CNCF had at the same stage of its life{{cite:5}}.{{/fact}}\\n\\nThe governance shift matters for enterprise buyers. MCP is no longer a single-vendor protocol that any one company can deprecate or fork. It is now closer in structure to CNCF than to a proprietary API.\\n\\nOn authentication specifically: {{fact}}the MCP spec mandates OAuth 2.1 with PKCE for all protected HTTP-based deployments, requiring HTTPS on all endpoints and discoverable authorization server metadata{{cite:6}}.{{/fact}} The 2026 roadmap, published in March, makes enterprise readiness - including audit trails, SSO-integrated auth, and configuration portability - a top priority. The spec's authorization Working Group had six dedicated sessions at the April 2026 MCP Dev Summit, with the OAuth 2.1 spec author present.\\n\\n{{fact}}The 2026 MCP roadmap flagged audit trail infrastructure, SSO-integrated auth, and configuration portability as the top enterprise requests{{cite:7}}.{{/fact}} None of those are solved yet. The roadmap is a commitment, not a delivery.\\n\\n{{component:e30cc0b7-1878-4e09-b948-931b4ea6d29d}}\\n\\n### MCP-I / KYA-OS: Decentralized Identity for Agents\\n\\nOAuth 2.1 handles *authentication* - proving an agent is who it claims to be. It does not answer the harder questions: Who authorized this agent? What is it allowed to do on behalf of which human? Can a downstream service verify that chain without prior coordination?\\n\\n{{fact}}In March 2026, Vouched formally donated the Model Context Protocol - Identity (MCP-I) framework to the Decentralized Identity Foundation (DIF), where it is now stewarded by the DIF Trusted AI Agents Working Group{{cite:8}}.{{/fact}} The spec has since been renamed KYA-OS (Know Your Agent Operating System) to reflect its scope beyond MCP alone.\\n\\n{{fact}}MCP-I / KYA-OS uses Decentralized Identifiers (DIDs) and Verifiable Credentials (VCs) to enable cryptographically secure verification of both agents and their human principals - without requiring prior coordination between parties{{cite:9}}.{{/fact}} The framework defines four identity questions every service should be able to answer: Who is the agent? Who authorized it? What is it allowed to do? What is the scope of that delegation?\\n\\nThis is the right architecture for multi-organization agent workflows - a travel booking agent acting on behalf of a user across airline, hotel, and payment systems, for example. It is also early. The spec is in active community development, and production implementations are sparse.\\n\\n### Microsoft Entra Agent ID\\n\\nMicrosoft moved fastest among the major identity platforms. {{fact}}Microsoft Entra Agent ID introduces agent identities as a distinct, purpose-built construct - not a repurposed service principal or user account - with agent identity blueprints serving as templates for creating individual agent identities with parent-child relationships{{cite:10}}.{{/fact}}\\n\\n{{fact}}Agent identities in Entra do not have credentials of their own; they rely on the agent identity blueprint to acquire tokens on their behalf, and they only authenticate using federated identity credentials{{cite:11}}.{{/fact}} This is the right model: credentials live in the blueprint, not on the agent, so a compromised agent cannot exfiltrate its own keys.\\n\\n{{fact}}Microsoft Agent 365, generally available from May 1, 2026, gives each AI agent its own Entra Agent ID for identity, lifecycle, and access management, and integrates with Conditional Access, identity protection, and Microsoft Purview{{cite:12}}.{{/fact}} Third-party agents from AWS Bedrock, n8n, and other frameworks can be onboarded via workload identity federation - no platform-specific credential management required.\\n\\nThe honest limitation: Entra Agent ID is a strong solution if your agent estate lives inside the Microsoft ecosystem. For organizations running heterogeneous stacks - Anthropic, AWS, open-source frameworks, and custom-built agents - the governance surface extends well beyond what any single IdP can cover.\\n\\n### CSA Agentic Trust Framework and CSAI Foundation\\n\\nThe Cloud Security Alliance has been the most prolific standards producer in this space. {{fact}}The CSA published the Agentic Trust Framework (ATF) on February 2, 2026 - the first governance specification applying Zero Trust principles to autonomous AI agents with a structured maturity model{{cite:13}}.{{/fact}} The ATF was co-authored by John Kindervag, the original creator of Zero Trust.\\n\\nA companion survey of 285 IT and security professionals makes the urgency concrete: {{fact}}84% of organizations cannot pass a compliance audit focused on agent behavior or access controls, and only 23% have a formal agent identity strategy{{cite:14}}.{{/fact}}\\n\\nThe CSA's MAESTRO threat modeling framework explicitly names **agent impersonation** as a distinct threat class - malicious actors deceiving users or other agents by impersonating legitimate AI agents. The prescribed mitigations are trusted agent registries, cryptographic agent identities, and short-lived OAuth/OIDC tokens scoped to the intersection of what the agent is allowed to do AND what the delegating user is allowed to do. An AND gate, not an OR gate.\\n\\n{{fact}}In March 2026, the CSA launched the CSAI Foundation at RSAC 2026, a new 501(c)3 dedicated exclusively to AI security, with a 2026 mission of \\\"Securing the Agentic Control Plane\\\" - governing identity, authorization, orchestration, runtime behavior, and trust assurance for autonomous AI agent ecosystems{{cite:15}}.{{/fact}}\\n\\n---\\n\\n{{component:47569284-18c1-48d6-9e1d-e150d1048904}}\\n\\n## The Player Map: Four Categories, Different Strengths\\n\\nThe vendor landscape has fragmented into four distinct categories. Understanding what each does - and doesn't do - is essential before buying.\\n\\n{{component:f0d62597-013b-4953-b03d-747adcaf9cba}}\\n\\nA few notes on the landscape:\\n\\n**Identity providers** are moving fast. {{fact}}Auth0's \\\"Auth for MCP\\\" became generally available on May 6, 2026, and Okta released its own MCP server as a secure protocol abstraction layer enabling AI agents to interact with Okta's scoped management APIs with least-privilege access control enforced at each tool call{{cite:2}}.{{/fact}} These are authentication solutions. They do not govern the full identity lifecycle.\\n\\n**NHI specialists** have the discovery story right. {{fact}}Veza's 2026 State of Identity and Access report found that a mere 0.01% of non-human identities control 80% of cloud resources, while the average worker holds 96,000 entitlements{{cite:16}}.{{/fact}} Knowing that is valuable. Governing it requires more than a posture dashboard.\\n\\n**MCP gateways** solve the runtime enforcement problem elegantly for agents you build inside their ecosystem. The problem is coverage: {{fact}}only 23.7% of organizations use their existing IAM/IdP as an authorization server for their agentic MCP infrastructure{{cite:3}}.{{/fact}} The rest are running disconnected auth stacks.\\n\\n**IGA platforms** are the natural home for agent governance - if they've actually built it. {{fact}}SailPoint expanded Agent Identity Security connectors in 2026 to include SaaS versions of Salesforce, ServiceNow, and Snowflake, but governance of agent identities requires a separate Agent Identity Security license{{cite:17}}.{{/fact}} Legacy IGA vendors are adding agent support as a module. That's not the same as designing for it from the start.\\n\\n---\\n\\n## The Honest Gaps\\n\\nStandards are immature. The MCP OAuth 2.1 profile is solid for authentication but has no standardized audit trail format. MCP-I / KYA-OS is in active community development with sparse production implementations. The CSA ATF is a governance framework, not an enforcement tool.\\n\\nThe monitoring gap is severe. {{fact}}Only 14.4% of organizations have achieved full IT and security approval for their entire agent fleet, and 88% of organizations reported confirmed or suspected AI agent security incidents in the past year{{cite:18}}.{{/fact}} {{fact}}Only 21.9% of organizations currently treat AI agents as independent, identity-bearing entities within their security model{{cite:3}}.{{/fact}} Most still treat agents as extensions of human users or generic service accounts.\\n\\nThe over-permissioning problem is structural. {{fact}}70% of security leaders say AI systems have more access than a human in the same role, and 67% of organizations rely on static credentials for AI systems{{cite:19}}.{{/fact}} Static, long-lived credentials are the opposite of what every framework recommends. They persist after an agent's task is complete, survive offboarding, and create the same orphaned-account problem that has plagued human identity governance for decades - just at machine speed.\\n\\n{{fact}}The CSA-Oasis State of NHI and AI Security 2026 found that 51% of organizations cite over-permissioned access as a top NHI pain point, and 78% have no documented policy for creating or removing AI identities{{cite:20}}.{{/fact}}\\n\\n{{component:3a13a849-8155-45c7-8c5c-27430a712e8c}}\\n\\n---\\n\\n{{component:29768692-df7b-44e9-b9bf-d48dcb135080}}\\n\\n## What IGA Looks Like When It's Built for This\\n\\nThe governance problem for AI agents is structurally identical to the governance problem for human identities - and for the same reason that IGA exists: access sprawl, orphaned accounts, over-permissioning, and the inability to answer \\\"who has access to what, and should they?\\\" at any given moment.\\n\\nThe difference is velocity and scale. {{fact}}NHIs outnumber human identities 17 to 1 in the average enterprise, and the NHI population grew 44% year-over-year between 2024 and 2025{{cite:21}}.{{/fact}} AI agents are the fastest-growing segment within that already-exploding category. Quarterly access reviews cannot keep pace. Neither can spreadsheets.\\n\\nWhat's needed is a single governance plane that treats human and non-human identities with the same policy engine, the same lifecycle automation, and the same access review workflows - without requiring a separate module, a separate license, or a separate team.\\n\\nThat's the design principle behind Iden. Rather than bolting agent governance onto a human-centric IGA platform, or treating agents as a subset of NHI discovery, Iden governs all identity types - employees, contractors, service accounts, bots, and AI agents - through the same policy-driven lifecycle engine. Fine-grained control at the channel, repository, and project level means an agent gets exactly the access its task requires, and that access is revoked when the task is done. No standing permissions. No orphaned agent accounts.\\n\\nFor organizations evaluating where AI agent governance fits in their stack, the [12 Best IGA Vendors in 2026](/blog/12-best-iga-vendors-2026) post maps the full landscape, and our [NHI explosion piece](/blog/nhi-explosion-non-human-identity) covers the scale of the underlying problem in detail.\\n\\n{{component:a30e26b9-c278-4c10-b474-e6bceaaaa120}}\\n\\n---\\n\\n{{component:8ef03f9c-3a8f-4ad9-8607-5fac3c16fd06}}\\n\\n## How to Evaluate Agent Identity Capabilities Today\\n\\nThe standards are immature, the vendor claims are ahead of the implementations, and the threat is real. Here is a practical evaluation framework for buyers.\\n\\n{{component:1d887c11-0b30-41a3-afdc-9d89b2f6ccfd}}\\n\\n---\\n\\n## The Bottom Line\\n\\nThe 2026 standards landscape for AI agent identity is real and moving fast - MCP OAuth 2.1 under Linux Foundation governance, MCP-I / KYA-OS at the DIF, Microsoft Entra Agent ID in GA, and the CSA Agentic Trust Framework providing the governance vocabulary. These are genuine milestones.\\n\\nBut standards are not implementations. {{fact}}Only 3% of organizations have automated, machine-speed controls governing AI behavior{{cite:19}}.{{/fact}} The gap between what the frameworks prescribe and what organizations have actually deployed is enormous.\\n\\nThe organizations that close that gap fastest will be the ones that stop treating agent governance as a separate problem from identity governance. Agents are identities. They need the same lifecycle controls, the same access reviews, the same deprovisioning workflows, and the same audit trails as every other identity in your environment - just with shorter-lived credentials and faster policy enforcement.\\n\\nThat's not a new category of tooling. It's IGA, built for the full population of identities your enterprise actually runs.\\n\\n{{component:e5afe1d7-cb52-4acd-8a56-b6970002b90b}}\\n\"])</script><script>self.__next_f.push([1,\"2f:T43f,Build an interactive AI Agent Identity Governance Readiness Assessment. It should be a short quiz (6 questions) that helps a CISO or security engineer assess their organization's current maturity for governing AI agent identities. 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12px;\\n      text-align: center;\\n    }\\n    .result-card.shadow-risk  { background: #fff5f5; border-color: #fca5a5; }\\n    .result-card.emerging     { background: #fffbeb; border-color: #fcd34d; }\\n    .result-card.governed     { background: #f0fdf4; border-color: #6ee7b7; }\\n\\n    .result-tier-badge {\\n      display: inline-flex;\\n      align-items: center;\\n      gap: 6px;\\n      padding: 5px 14px;\\n      border-radius: 20px;\\n      font-size: 11px;\\n      font-weight: 700;\\n      letter-spacing: .07em;\\n      text-transform: uppercase;\\n      margin-bottom: 10px;\\n    }\\n    .shadow-risk  .result-tier-badge { background: #fee2e2; color: #b91c1c; }\\n    .emerging     .result-tier-badge { background: #fef3c7; color: #92400e; }\\n    .governed     .result-tier-badge { background: #dcfce7; color: #166534; }\\n\\n    .result-score-wrap {\\n      display: flex;\\n      align-items: center;\\n      justify-content: center;\\n      gap: 4px;\\n      margin-bottom: 8px;\\n    }\\n    .result-score-num {\\n      font-size: clamp(36px, 8vw, 48px);\\n      font-weight: 800;\\n      line-height: 1;\\n    }\\n    .shadow-risk  .result-score-num { color: var(--danger); }\\n    .emerging     .result-score-num { color: #d97706; }\\n    .governed     .result-score-num { color: #059669; }\\n\\n    .result-score-denom {\\n      font-size: 18px;\\n      font-weight: 600;\\n      color: var(--text-muted);\\n      align-self: flex-end;\\n      margin-bottom: 6px;\\n    }\\n    .result-label {\\n      font-size: clamp(15px, 3.2vw, 18px);\\n      font-weight: 700;\\n      color: var(--text);\\n      margin-bottom: 6px;\\n    }\\n\\n    /* Score bar */\\n    .result-bar-track {\\n      height: 10px;\\n      background: #e5e7eb;\\n      border-radius: 99px;\\n      overflow: hidden;\\n      margin: 10px 0 14px;\\n    }\\n    .result-bar-fill {\\n      height: 100%;\\n      border-radius: 99px;\\n      transition: width 1s cubic-bezier(.4,0,.2,1);\\n      width: 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1fr 1fr;\\n      gap: 7px;\\n    }\\n    @media (max-width: 380px) { .breakdown-grid { grid-template-columns: 1fr; } }\\n    .breakdown-item {\\n      background: var(--card-bg);\\n      border: 1.5px solid var(--border);\\n      border-radius: var(--radius-sm);\\n      padding: 9px 11px;\\n      display: flex;\\n      align-items: center;\\n      gap: 8px;\\n    }\\n    .bi-icon { font-size: 18px; flex-shrink: 0; }\\n    .bi-info { flex: 1; min-width: 0; }\\n    .bi-label {\\n      font-size: 11px;\\n      color: var(--text-muted);\\n      line-height: 1.3;\\n      display: block;\\n    }\\n    .bi-score {\\n      font-size: 12px;\\n      font-weight: 700;\\n      display: flex;\\n      align-items: center;\\n      gap: 4px;\\n      margin-top: 2px;\\n    }\\n    .bi-pip {\\n      width: 8px; height: 8px;\\n      border-radius: 50%;\\n      flex-shrink: 0;\\n    }\\n    .pip-0 { background: var(--danger); }\\n    .pip-1 { background: var(--warn); }\\n    .pip-2 { background: var(--success); }\\n\\n    .restart-row {\\n      text-align: center;\\n      margin-top: 12px;\\n    }\\n    .btn-outline-primary {\\n      background: #fff;\\n      color: var(--primary);\\n      border: 1.5px solid var(--primary);\\n    }\\n    .btn-outline-primary:hover { background: #eef1fd; }\\n\\n    /* Transitions */\\n    .fade-in { animation: fadeIn .35s ease; }\\n    @keyframes fadeIn { from { opacity:0; transform:translateY(8px); } to { opacity:1; transform:translateY(0); } }\\n  \\u003c/style\\u003e\\n\\u003c/head\\u003e\\n\\u003cbody\\u003e\\n\\u003cdiv class=\\\"widget\\\" id=\\\"root\\\"\\u003e\\n\\n  \\u003c!-- HEADER --\\u003e\\n  \\u003cdiv class=\\\"header\\\"\\u003e\\n    \\u003cdiv class=\\\"header-badge\\\"\\u003e\\n      \\u003csvg viewBox=\\\"0 0 16 16\\\" fill=\\\"currentColor\\\"\\u003e\\u003cpath d=\\\"M8 1a5 5 0 100 10A5 5 0 008 1zm0 9a4 4 0 110-8 4 4 0 010 8z\\\"/\\u003e\\u003cpath d=\\\"M8 4a1 1 0 100 2 1 1 0 000-2zm0 3a.75.75 0 01.75.75v2.5a.75.75 0 01-1.5 0v-2.5A.75.75 0 018 7z\\\"/\\u003e\\u003c/svg\\u003e\\n      AI Identity Governance\\n    \\u003c/div\\u003e\\n    \\u003ch1 id=\\\"h-title\\\"\\u003eAI Agent Identity Governance\\u003cbr\\u003eReadiness Assessment\\u003c/h1\\u003e\\n    \\u003cp id=\\\"h-sub\\\"\\u003e6 questions · ~2 min · Instant maturity score for CISOs \\u0026amp; security engineers\\u003c/p\\u003e\\n  \\u003c/div\\u003e\\n\\n  \\u003c!-- PROGRESS --\\u003e\\n  \\u003cdiv class=\\\"progress-wrap\\\" id=\\\"progressWrap\\\"\\u003e\\n    \\u003cdiv class=\\\"progress-meta\\\"\\u003e\\n      \\u003cspan class=\\\"progress-label\\\" id=\\\"pLabel\\\"\\u003eQuestion\\u003c/span\\u003e\\n      \\u003cspan class=\\\"progress-count\\\" id=\\\"pCount\\\"\\u003e1 / 6\\u003c/span\\u003e\\n    \\u003c/div\\u003e\\n    \\u003cdiv class=\\\"progress-track\\\"\\u003e\\u003cdiv class=\\\"progress-fill\\\" id=\\\"progressFill\\\"\\u003e\\u003c/div\\u003e\\u003c/div\\u003e\\n  \\u003c/div\\u003e\\n\\n  \\u003c!-- QUIZ --\\u003e\\n  \\u003cdiv class=\\\"quiz-active fade-in\\\" id=\\\"quizSection\\\"\\u003e\\n    \\u003cdiv class=\\\"quiz-card\\\" id=\\\"quizCard\\\"\\u003e\\n      \\u003cdiv class=\\\"q-header\\\"\\u003e\\n        \\u003cdiv class=\\\"q-num\\\" id=\\\"qNum\\\"\\u003e1\\u003c/div\\u003e\\n        \\u003cdiv class=\\\"q-text\\\" id=\\\"qText\\\"\\u003e\\u003c/div\\u003e\\n      \\u003c/div\\u003e\\n      \\u003cdiv class=\\\"options\\\" id=\\\"optionsContainer\\\"\\u003e\\u003c/div\\u003e\\n    \\u003c/div\\u003e\\n    \\u003cdiv class=\\\"nav-row\\\"\\u003e\\n      \\u003cbutton class=\\\"btn btn-ghost\\\" id=\\\"btnBack\\\" onclick=\\\"goBack()\\\"\\u003e\\n        \\u003csvg viewBox=\\\"0 0 20 20\\\" fill=\\\"currentColor\\\"\\u003e\\u003cpath fill-rule=\\\"evenodd\\\" d=\\\"M9.707 16.707a1 1 0 01-1.414 0l-6-6a1 1 0 010-1.414l6-6a1 1 0 011.414 1.414L5.414 9H17a1 1 0 110 2H5.414l4.293 4.293a1 1 0 010 1.414z\\\" clip-rule=\\\"evenodd\\\"/\\u003e\\u003c/svg\\u003e\\n        \\u003cspan id=\\\"btnBackText\\\"\\u003eBack\\u003c/span\\u003e\\n      \\u003c/button\\u003e\\n      \\u003cbutton class=\\\"btn btn-primary\\\" id=\\\"btnNext\\\" onclick=\\\"goNext()\\\" disabled\\u003e\\n        \\u003cspan id=\\\"btnNextText\\\"\\u003eNext\\u003c/span\\u003e\\n        \\u003csvg viewBox=\\\"0 0 20 20\\\" fill=\\\"currentColor\\\"\\u003e\\u003cpath fill-rule=\\\"evenodd\\\" d=\\\"M10.293 3.293a1 1 0 011.414 0l6 6a1 1 0 010 1.414l-6 6a1 1 0 01-1.414-1.414L14.586 11H3a1 1 0 110-2h11.586l-4.293-4.293a1 1 0 010-1.414z\\\" clip-rule=\\\"evenodd\\\"/\\u003e\\u003c/svg\\u003e\\n      \\u003c/button\\u003e\\n    \\u003c/div\\u003e\\n  \\u003c/div\\u003e\\n\\n  \\u003c!-- RESULT --\\u003e\\n  \\u003cdiv class=\\\"result-panel\\\" id=\\\"resultPanel\\\"\\u003e\\n    \\u003cdiv class=\\\"result-card\\\" id=\\\"resultCard\\\"\\u003e\\n      \\u003cdiv class=\\\"result-tier-badge\\\" id=\\\"tierBadge\\\"\\u003e\\u003c/div\\u003e\\n      \\u003cdiv class=\\\"result-score-wrap\\\"\\u003e\\n        \\u003cdiv class=\\\"result-score-num\\\" id=\\\"scoreNum\\\"\\u003e0\\u003c/div\\u003e\\n        \\u003cdiv class=\\\"result-score-denom\\\"\\u003e\\u0026thinsp;/ 12\\u003c/div\\u003e\\n      \\u003c/div\\u003e\\n      \\u003cdiv class=\\\"result-label\\\" id=\\\"resultLabel\\\"\\u003e\\u003c/div\\u003e\\n      \\u003cdiv class=\\\"result-bar-track\\\"\\u003e\\u003cdiv class=\\\"result-bar-fill\\\" id=\\\"resultBarFill\\\"\\u003e\\u003c/div\\u003e\\u003c/div\\u003e\\n      \\u003cdiv class=\\\"result-rec\\\" id=\\\"resultRec\\\"\\u003e\\u003c/div\\u003e\\n    \\u003c/div\\u003e\\n\\n    \\u003cdiv class=\\\"breakdown-title\\\" id=\\\"bdTitle\\\"\\u003eScore Breakdown\\u003c/div\\u003e\\n    \\u003cdiv class=\\\"breakdown-grid\\\" id=\\\"breakdownGrid\\\"\\u003e\\u003c/div\\u003e\\n\\n    \\u003cdiv class=\\\"restart-row\\\"\\u003e\\n      \\u003cbutton class=\\\"btn btn-outline-primary\\\" onclick=\\\"restart()\\\"\\u003e\\n        \\u003csvg viewBox=\\\"0 0 20 20\\\" fill=\\\"currentColor\\\" style=\\\"width:14px;height:14px\\\"\\u003e\\u003cpath fill-rule=\\\"evenodd\\\" d=\\\"M4 2a1 1 0 011 1v2.101a7.002 7.002 0 0111.601 2.566 1 1 0 11-1.885.666A5.002 5.002 0 005.999 7H9a1 1 0 010 2H4a1 1 0 01-1-1V3a1 1 0 011-1zm.008 9.057a1 1 0 011.276.61A5.002 5.002 0 0014.001 13H11a1 1 0 110-2h5a1 1 0 011 1v5a1 1 0 11-2 0v-2.101a7.002 7.002 0 01-11.601-2.566 1 1 0 01.61-1.276z\\\" clip-rule=\\\"evenodd\\\"/\\u003e\\u003c/svg\\u003e\\n        \\u003cspan id=\\\"btnRestartText\\\"\\u003eRetake Assessment\\u003c/span\\u003e\\n      \\u003c/button\\u003e\\n    \\u003c/div\\u003e\\n  \\u003c/div\\u003e\\n\\n\\u003c/div\\u003e\\n\\n\\u003cscript\\u003e\\nconst i18n = {\\n  en: { title:\\\"AI Agent Identity Governance Readiness Assessment\\\", sub:\\\"6 questions · ~2 min · Instant maturity score for CISOs \\u0026 security engineers\\\", question:\\\"Question\\\", back:\\\"Back\\\", next:\\\"Next\\\", seeResults:\\\"See Results\\\", retake:\\\"Retake Assessment\\\", breakdown:\\\"Score Breakdown\\\", rec:\\\"Recommendation\\\" },\\n  de: { title:\\\"KI-Agenten-Identitäts-Governance Bereitschaftsbewertung\\\", sub:\\\"6 Fragen · ~2 Min · Sofortiger Reifegrad für CISOs\\\", question:\\\"Frage\\\", back:\\\"Zurück\\\", next:\\\"Weiter\\\", seeResults:\\\"Ergebnisse anzeigen\\\", retake:\\\"Neu starten\\\", breakdown:\\\"Punkteübersicht\\\", rec:\\\"Empfehlung\\\" },\\n  es: { title:\\\"Evaluación de Madurez en Gobernanza de Identidad de Agentes IA\\\", sub:\\\"6 preguntas · ~2 min · Puntuación instantánea para CISOs\\\", question:\\\"Pregunta\\\", back:\\\"Atrás\\\", next:\\\"Siguiente\\\", seeResults:\\\"Ver resultados\\\", retake:\\\"Volver a evaluar\\\", breakdown:\\\"Desglose de puntuación\\\", rec:\\\"Recomendación\\\" },\\n  fr: { title:\\\"Évaluation de Maturité en Gouvernance des Identités d'Agents IA\\\", sub:\\\"6 questions · ~2 min · Score instantané pour les RSSI\\\", question:\\\"Question\\\", back:\\\"Retour\\\", next:\\\"Suivant\\\", seeResults:\\\"Voir les résultats\\\", retake:\\\"Recommencer\\\", breakdown:\\\"Détail du score\\\", rec:\\\"Recommandation\\\" },\\n  it: { title:\\\"Valutazione della Maturità nella Governance delle Identità degli Agenti IA\\\", sub:\\\"6 domande · ~2 min · Punteggio istantaneo per CISO\\\", question:\\\"Domanda\\\", back:\\\"Indietro\\\", next:\\\"Avanti\\\", seeResults:\\\"Vedi risultati\\\", retake:\\\"Ricomincia\\\", breakdown:\\\"Dettaglio punteggio\\\", rec:\\\"Raccomandazione\\\" },\\n  pt: { title:\\\"Avaliação de Maturidade em Governança de Identidade de Agentes IA\\\", sub:\\\"6 perguntas · ~2 min · Pontuação instantânea para CISOs\\\", question:\\\"Pergunta\\\", back:\\\"Voltar\\\", next:\\\"Próximo\\\", seeResults:\\\"Ver resultados\\\", retake:\\\"Refazer avaliação\\\", breakdown:\\\"Detalhamento do score\\\", rec:\\\"Recomendação\\\" },\\n  \\\"pt-BR\\\": { title:\\\"Avaliação de Maturidade em Governança de Identidade de Agentes IA\\\", sub:\\\"6 perguntas · ~2 min · Pontuação instantânea para CISOs\\\", question:\\\"Pergunta\\\", back:\\\"Voltar\\\", next:\\\"Próximo\\\", seeResults:\\\"Ver resultados\\\", retake:\\\"Refazer avaliação\\\", breakdown:\\\"Detalhamento do score\\\", rec:\\\"Recomendação\\\" },\\n  pl: { title:\\\"Ocena Dojrzałości Zarządzania Tożsamością Agentów AI\\\", sub:\\\"6 pytań · ~2 min · Natychmiastowy wynik dla CISO\\\", question:\\\"Pytanie\\\", back:\\\"Wstecz\\\", next:\\\"Dalej\\\", seeResults:\\\"Zobacz wyniki\\\", retake:\\\"Zacznij od nowa\\\", breakdown:\\\"Szczegóły wyniku\\\", rec:\\\"Zalecenie\\\" },\\n  ar: { title:\\\"تقييم جاهزية حوكمة هوية عملاء الذكاء الاصطناعي\\\", sub:\\\"٦ أسئلة · دقيقتان · نتيجة فورية للمسؤولين الأمنيين\\\", question:\\\"سؤال\\\", back:\\\"رجوع\\\", next:\\\"التالي\\\", seeResults:\\\"عرض النتائج\\\", retake:\\\"إعادة التقييم\\\", breakdown:\\\"تفصيل النتيجة\\\", rec:\\\"توصية\\\" }\\n};\\nconst lang = (window.__LANG || 'en');\\nconst t = i18n[lang] || i18n.en;\\nif (lang === 'ar') document.getElementById('root').setAttribute('dir', 'rtl');\\n\\nconst questions = [\\n  {\\n    icon: \\\"🪪\\\",\\n    text: \\\"What percentage of your AI agents have unique, individually managed identities — rather than shared credentials or generic API keys?\\\",\\n    options: [\\n      { label: \\\"Less than 25% — most agents share credentials or use untracked API keys\\\", score: 0 },\\n      { label: \\\"25–74% — we've started assigning identities but coverage is incomplete\\\", score: 1 },\\n      { label: \\\"75% or more — nearly all agents have unique, managed identities\\\", score: 2 }\\n    ]\\n  },\\n  {\\n    icon: \\\"✅\\\",\\n    text: \\\"Do you have a formal approval or security review process that every AI agent must pass before it is deployed to production?\\\",\\n    options: [\\n      { label: \\\"No — agents are deployed by developers without a centralized review\\\", score: 0 },\\n      { label: \\\"Informally — some teams do ad-hoc reviews, but it's not policy-enforced\\\", score: 1 },\\n      { label: \\\"Yes — a documented, mandatory approval workflow exists and is consistently followed\\\", score: 2 }\\n    ]\\n  },\\n  {\\n    icon: \\\"🔑\\\",\\n    text: \\\"How are credentials and secrets for AI agents currently managed in your environment?\\\",\\n    options: [\\n      { label: \\\"No formal process — static API keys stored in code, config files, or informally shared\\\", score: 0 },\\n      { label: \\\"Partial controls — secrets manager used by some teams, but no org-wide standard\\\", score: 1 },\\n      { label: \\\"Short-lived / JIT tokens — agents receive time-bound credentials via a vault or secrets manager, with rotation enforced\\\", score: 2 }\\n    ]\\n  },\\n  {\\n    icon: \\\"📋\\\",\\n    text: \\\"Can your team produce a complete, per-tool-call audit trail for any specific AI agent on demand (e.g., for an incident response or compliance review)?\\\",\\n    options: [\\n      { label: \\\"No — we have little to no visibility into individual agent actions or tool calls\\\", score: 0 },\\n      { label: \\\"Partially — some logs exist but they're incomplete, unstructured, or hard to query\\\", score: 1 },\\n      { label: \\\"Yes — we have structured, queryable logs that capture every tool call per agent, available on demand\\\", score: 2 }\\n    ]\\n  },\\n  {\\n    icon: \\\"🔄\\\",\\n    text: \\\"Are AI agent identities explicitly included in your organization's regular access review or certification cycles (e.g., quarterly entitlement reviews)?\\\",\\n    options: [\\n      { label: \\\"No — AI agents are not part of any access review program\\\", score: 0 },\\n      { label: \\\"Partially — some agents are reviewed, but it's inconsistent or manual\\\", score: 1 },\\n      { label: \\\"Yes — AI agent identities are systematically included in scheduled access reviews\\\", score: 2 }\\n    ]\\n  },\\n  {\\n    icon: \\\"🗑️\\\",\\n    text: \\\"When an AI agent is retired or decommissioned, do you have an automated process to revoke its credentials and remove its access?\\\",\\n    options: [\\n      { label: \\\"No — deprovisioning is manual, ad hoc, or often neglected entirely\\\", score: 0 },\\n      { label: \\\"Partially — we revoke some access manually but have no automated or guaranteed process\\\", score: 1 },\\n      { label: \\\"Yes — automated deprovisioning is triggered on agent retirement, with verification\\\", score: 2 }\\n    ]\\n  }\\n];\\n\\nconst tiers = [\\n  {\\n    min: 0, max: 4,\\n    cls: \\\"shadow-risk\\\",\\n    label: \\\"Shadow Agent Risk\\\",\\n    badge: \\\"⚠️ Shadow Agent Risk\\\",\\n    rec: \\\"\\u003cstrong\\u003eImmediate priority:\\u003c/strong\\u003e Start by building a full inventory of every AI agent, its owner, and the credentials it uses — you cannot govern what you cannot see. Once inventoried, enforce unique identities and migrate away from shared API keys using a secrets manager to eliminate your most critical exposure.\\\"\\n  },\\n  {\\n    min: 5, max: 8,\\n    cls: \\\"emerging\\\",\\n    label: \\\"Emerging Governance\\\",\\n    badge: \\\"🔧 Emerging Governance\\\",\\n    rec: \\\"\\u003cstrong\\u003eNext step:\\u003c/strong\\u003e Formalize the controls you've started by closing coverage gaps — ensure every agent goes through the same approval workflow and is included in access review cycles. Prioritize deploying short-lived, JIT credentials across all agents and wiring agent lifecycle events (creation, retirement) into automated provisioning/deprovisioning pipelines.\\\"\\n  },\\n  {\\n    min: 9, max: 12,\\n    cls: \\\"governed\\\",\\n    label: \\\"Governed Agent Estate\\\",\\n    badge: \\\"✅ Governed Agent Estate\\\",\\n    rec: \\\"\\u003cstrong\\u003eSustain and scale:\\u003c/strong\\u003e You have strong foundational controls — now focus on continuous assurance. 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class=\"nist-block\"\n>\n  \n    \n        <h1 class=\"nist-page__title\">Announcing the &quot;AI Agent Standards Initiative&quot; for Interoperable and Secure Innovation</h1>\n\n        \n  </div>\n\n<div\n   class=\"nist-block\"\n>\n  \n    \n        <div class=\"font-heading-md\"><time datetime=\"2026-02-17T12:00:00Z\">February 17, 2026</time>\n</div>\n\n        \n  </div>\n<div\n   class=\"nist-block nist-block--no-margin\"\n>\n  \n    \n      <!-- nist-index-ignore-start -->\n<div data-elastic-exclude class=\"nist-block nist-social__wrapper\">\n <h2 class=\"nist-social__title\">Share</h2>\n  <div class=\"social-media-sharing\">\n    <div class=\"nist-social__wrapper--share\">\n                      <div>\n                  <a    target=\"_blank\"  rel=\"noopener\"  href=\"https://www.facebook.com/share.php?u=https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure\"\n            title=\"Facebook\" class=\"nist-social 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href=\"https://x.com/intent/tweet?url=https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure&amp;status=https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure\"\n            title=\"X.com\" class=\"nist-social nist-social--x-gray\">\n            <span>X.com</span>\n          </a>\n                        </div>\n                      <div>\n                                          <a href=\"/cdn-cgi/l/email-protection#f2cd81879098979186cfbcbba1a6dc959d84d4939f82c9909d968bcfb19a979199d29d8786d2869a9b81d2819b8697d29a86868281c8dddd858585dc9c9b8186dc959d84dd9c978581df9784979c8681dd9c978581ddc0c2c0c4ddc2c0dd939c9c9d879c919b9c95df939bdf9395979c86df8186939c9693809681df9b9c9b869b93869b8497df9b9c8697809d82978093909e97df939c96df819791878097\" title=\"Email\" class=\"nist-social nist-social--envelope-gray\">\n            <span>Email</span>\n          </a>\n                </div>\n          </div>\n  </div>\n</div>\n<!-- nist-index-ignore-end -->\n\n        \n  </div>\n\n      </div>\n    </div>\n    \n  <div class=\"grid-container margin-top-4\">\n    <div class=\"grid-row grid-gap-4\">\n\n                  \n      <div class=\"grid-col-12\">\n        <div class=\"grid-row grid-gap-4\">\n\n          \n                    \n                    <div\n                       class=\"nist-page__region nist-page__region--content tablet-lg:grid-col-8\"\n                    >\n            \n<div\n   class=\"nist-block\"\n>\n  \n    \n      <div class=\"text-with-summary\">\n  \n  \n  \n      <p>Today, the Center for AI Standards and Innovation (CAISI) at NIST announced the launch of the <a href=\"/artificial-intelligence/ai-agent-standards-initiative\" data-entity-type=\"node\" data-entity-uuid=\"d5c33440-26e7-4fd6-9946-fb1fe0a65360\" data-entity-substitution=\"canonical\" title=\"AI Agent Standards Initiative\">AI Agent Standards Initiative</a>. The Initiative will ensure that the next generation of AI—AI agents capable of autonomous actions—is widely adopted with confidence, can function securely on behalf of its users, and can interoperate smoothly across the digital ecosystem. Working in coordination with other federal partners, including the Information Technology Laboratory (ITL) at NIST, CAISI aims to foster the emerging ecosystem of industry-led AI standards and protocols while cementing U.S. dominance at the technological frontier.</p><p>AI agents can now work autonomously for hours, write and debug code, manage emails and calendars, and shop for goods, among other emerging use cases. While the productivity promise is enticing, the real-world utility of agents is constrained by their ability to interact with external systems and internal data. Absent confidence in the reliability of AI agents and interoperability among agents and digital resources, innovators may face a fragmented ecosystem and stunted adoption. To address this concern, NIST, including CAISI, aims to foster industry-led technical standards and protocols that build public trust in AI agents, catalyze an interoperable agent ecosystem, and diffuse their benefits to all Americans and across the world.</p><p>CAISI, with ITL at NIST, will collaborate with the National Science Foundation and other interagency partners to advance the Initiative along three pillars:</p><ol><li>Facilitating industry-led development of agent standards and U.S. leadership in international standards bodies.</li><li>Fostering community-led open source protocol development and maintenance for agents.</li><li>Advancing research in areas of AI agent security and identity to enable new use cases and to promote trusted adoption across sectors of the economy.</li></ol><p>In the months ahead, NIST will announce research, guidelines, and further deliverables for the AI Agent Standards Initiative. To support the interoperable and secure adoption of AI agents, NIST will leverage a full toolbox for public input, including convenings, RFIs, listening sessions, and other approaches. Stakeholders can inform the Initiative today through responses to <a href=\"/news-events/news/2026/01/caisi-issues-request-information-about-securing-ai-agent-systems\" data-entity-type=\"node\" data-entity-uuid=\"0e63c25c-82ba-49ed-a91e-a14265610fdd\" data-entity-substitution=\"canonical\" title=\"CAISI Issues Request for Information About Securing AI Agent Systems\">CAISI’s Request for Information on AI Agent Security</a> (due March 9) and to <a href=\"https://www.nccoe.nist.gov/projects/software-and-ai-agent-identity-and-authorization\">ITL’s AI Agent Identity and Authorization Concept Paper</a> (due April 2). Beginning in April, <a href=\"/news-events/news/2026/02/caisi-host-listening-sessions-barriers-ai-adoption\" data-entity-type=\"node\" data-entity-uuid=\"6e353962-b918-4170-9d7f-972dbc41b522\" data-entity-substitution=\"canonical\" title=\"CAISI to Host Listening Sessions on Barriers to AI Adoption\">CAISI will hold listening sessions on sector-specific barriers to AI adoption</a>, with a focus on AI agents, to inform concrete projects to spur confident adoption in key sectors. CAISI partners with industry at the frontier of AI, and, with the launch of the Initiative, is working to support the development of a trusted and interoperable AI agent ecosystem that advances human flourishing and U.S. leadership.</p>\n  \n  </div>\n        \n  </div>\n  <div\n   class=\"nist-block\"\n>\n  \n    \n      <!-- nist-index-ignore-start -->\n<div data-elastic-exclude=\"\" class=\"nist-tags\">\n<a href=\"/topic-terms/artificial-intelligence\" hreflang=\"en\">Artificial intelligence</a> and <a href=\"/topic-terms/standards\" hreflang=\"en\">Standards</a></div>\n<!-- nist-index-ignore-end -->\n\n        \n  </div>\n\n          </div>\n          \n                    <aside class=\"nist-page__region nist-page__region--sidebar-second tablet-lg:grid-col-4\">\n\n                                                  <div>\n                <div\n   class=\"nist-block nist-block--no-margin\"\n>\n  \n    \n      <!-- nist-index-ignore-start -->\n  \n\n\n\n            <div\n   about=\"/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure\" typeof=\"schema:Article\" data-elastic-exclude=\"\" class=\"nist-block nist-block--contact\"\n>\n  \n  <h2\n       class=\"nist-block__title\"\n      >Media Contact</h2>\n        <span property=\"schema:name\" content=\"Announcing the &quot;AI Agent Standards Initiative&quot; 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