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ad--top-desktop\">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<p> <main id=\"main\" role=\"main\" tabindex=\"-1\"> <\/p>\n<div class=\"ad ad--top ad--top-mobile\">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<section id=\"stickybar\" class=\"stickybar stickybar--newsletter js-stickybar\" readability=\"0.82\"> <button class=\"stickybar__close js-stickybar-close\" aria-controls=\"stickybar\"> <svg class=\"icon icon--close\" width=\"21\" height=\"22\" viewBox=\"0 0 21 22\" fill=\"none\"><path d=\"m.822.518-.805.805L9.695 11 .017 20.678l.805.805 9.678-9.678 9.677 9.678.806-.805L11.305 11l9.678-9.677-.806-.805-9.677 9.677L.822.518Z\" fill=\"currentColor\" \/><\/svg> <span class=\"visually-hidden\">Close<\/span> <\/button> <\/section>\n<article class=\"single-article content\">\n<div class=\"single-article__container js-single-article-content\">\n<header class=\"single-article__header \" readability=\"25.714285714286\">\n<div class=\"single-article__header-content\" readability=\"35.176056338028\">\n<ul class=\"single-article__eyebrow\">\n<li class=\"single-article__category\"> <a class=\"single-article__category-link\" href=\"https:\/\/cyberscoop.com\/ai-executive-order-cybersecurity-clearinghouse-vulnerability-patching-gap\/\"> <span>Commentary<\/span> <\/a> <\/li>\n<\/ul>\n<p> The government’s new AI clearinghouse risks becoming a committee that discovers more problems than it solves \u2014 unless it’s designed around patching, not just scanning. <\/p>\n<p>  <br \/>\n<audio id=\"audio-player\" src=\"https:\/\/wp-tts-cdn.api.scpnewsgrp.com\/cyberscoop\/89729\/english.openai.mp3\"><\/audio> <\/p>\n<div readability=\"11\">\n<div>\n<p>Listen to this article<\/p>\n<p>  <\/p>\n<p>0:00<\/p>\n<\/p><\/div>\n<p>  <\/p>\n<p> <span id=\"tts-tooltip\">Learn more.<\/span> <span> This feature uses an automated voice, which may result in occasional errors in pronunciation, tone, or sentiment. <\/span> <\/p>\n<\/div>\n<p>  <\/div>\n<div class=\"single-article__cover-wrap\">\n<figure class=\"single-article__cover\"> <img data-recalc-dims=\"1\" fetchpriority=\"high\" width=\"640\" height=\"411\" src=\"https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close.jpg?resize=640%2C411&ssl=1\" class=\"single-article__cover-image wp-post-image\" alt decoding=\"async\" fetchpriority=\"high\" srcset=\"https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg 2159w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=300,193 300w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=768,494 768w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=1024,658 1024w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=1536,987 1536w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=2048,1317 2048w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=600,386 600w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=261,168 261w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=524,337 524w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=1050,675 1050w, https:\/\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-2.jpg?resize=1311,843 1311w\" sizes=\"(max-width: 1050px) 100vw, 1050px\"><figcaption> (Getty Images) <\/figcaption><\/figure>\n<\/p><\/div>\n<\/header>\n<div class=\"single-article__content\">\n<div class=\"single-article__content-inner has-drop-cap\"> <html readability=\"56.419429097606\"><body readability=\"114.36892550866\"><\/p>\n<p>The AI-focused executive order President Donald Trump <a href=\"https:\/\/cyberscoop.com\/donald-trump-white-house-ai-executive-order-scaled-back\/\">signed last month<\/a> gave the Treasury Department, the National Security Agency, and the Cybersecurity and Infrastructure Security Agency (CISA) 30 days to establish a new \u201cAI cybersecurity clearinghouse.\u201d The deadline passed last week.<\/p>\n<p>The clearinghouse is meant to coordinate the scanning, discovery, and validation of software <a href=\"https:\/\/cyberscoop.com\/tag\/vulnerabilities\/\">vulnerabilities<\/a> in critical infrastructure, and then prioritize how those vulnerabilities get patched and distributed.<\/p>\n<p>It\u2019s the right problem to solve. The question now is whether what is created will actually solve it.<\/p>\n<p>The risk is that urgency produces something that looks like a clearinghouse, but functions like a committee: collecting information, convening meetings, and then stalling when it gets to the hard part.<\/p>\n<div class=\"ad ad--inline_1 \">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<h4 class=\"wp-block-heading\" id=\"h-going-beyond-bug-discovery-is-mission-critical\">Going beyond bug discovery is mission critical<\/h4>\n<p>It\u2019s counterintuitive at a moment when <a href=\"https:\/\/cyberscoop.com\/tag\/artificial-intelligence-ai\/\">AI<\/a>-assisted vulnerability discovery is advancing rapidly, but the hard part is no longer just finding bugs. Those of us working at the intersection of AI and cybersecurity know where the real bottleneck is. HackerOne has seen it firsthand as a launch partner in <a href=\"https:\/\/www.hackerone.com\/blog\/patch-the-planet-open-source-security\" target=\"_blank\" rel=\"noreferrer noopener\">Patch the Planet<\/a>, <a href=\"https:\/\/cyberscoop.com\/tag\/openai\/\">OpenAI<\/a>\u2018s initiative to use AI to find and fix vulnerabilities in critical open-source software at internet scale. The lesson underpinning that work, and informed by more than a decade of running vulnerability disclosure programs, is consistent: AI tools can surface vulnerabilities faster than anyone can act on them. What lags behind is everything that comes after discovery: deciding which findings are real, assessing severity in context, writing and testing a fix, and getting a <a href=\"https:\/\/cyberscoop.com\/tag\/patching\/\">patch<\/a> accepted and deployed by the people responsible for maintaining the affected code.<\/p>\n<p>Experienced human reviewers frequently disagree with AI-assigned severity ratings, because a model cannot see a project\u2019s threat model or operational context. Software providers, especially the many volunteer <a href=\"https:\/\/cyberscoop.com\/tag\/open-source\/\">open-source<\/a> maintainers that so much of today\u2019s digital infrastructure rely upon, face a relentless queue: verify the claim, assess the importance, write the patch, coordinate disclosure. AI has accelerated the incoming volume without yet equally accelerating our people and processes\u2019 capacity to manage it. Better bug-finding tools mean you find more bugs. The improvements that really matter are the ones that help defenders push patches out and get them deployed faster.<\/p>\n<p>That lesson should sit at the center of how the clearinghouse is designed.<\/p>\n<p>If the clearinghouse focuses primarily on scanning coordination, which the executive order\u2019s text emphasizes, it risks widening that gap rather than closing it. A body that finds more vulnerabilities but cannot move them to resolution is not a security win. At national scale, it is a backlog generator.<\/p>\n<div class=\"ad ad--inline_1 \">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<h4 class=\"wp-block-heading\" id=\"h-laying-a-foundation-for-success\">Laying a foundation for success<\/h4>\n<p>The administration can get this right, but it requires building the correct infrastructure now, not layering it on later.<\/p>\n<p>The clearinghouse needs to do more than coordinate scanning. It needs to actually triage the results. Its core job should be filtering reports to identify which findings are truly credible, exploitable, and consequential for <a href=\"https:\/\/cyberscoop.com\/tag\/critical-infrastructure\/\">critical infrastructure<\/a>. Using shared validation standards and risk-based prioritization, it can determine what warrants a national response. Otherwise, it\u2019s just automating bigger backlogs.<\/p>\n<p>Second, the clearinghouse also needs to tackle something more fundamental. Defenders don\u2019t have the resources to respond to what gets reported. Vulnerabilities in critical infrastructure often live in open-source code maintained by small teams or individuals with no formal obligation to respond to disclosures and limited capacity to act quickly. The clearinghouse should work with the <a href=\"https:\/\/cyberscoop.com\/tag\/NIST\/\">National Institute of Standards and Technology (NIST)<\/a> to develop guidelines for open-source maintainers on structuring repositories and workflows to speed up patch review and deployment. <\/p>\n<p>These guidelines should include how to use AI-assisted patching and clarify what downstream consumers of open-source code should do to help maintainers address vulnerabilities. Federal policy should create incentives for downstream users to share responsibility for remediation through funding, engineering support, AI-assisted patch development, and procurement requirements that reward participation in coordinated vulnerability response.<\/p>\n<div class=\"ad ad--inline_1 \">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<p>Third, the clearinghouse should treat <a href=\"https:\/\/cyberscoop.com\/tag\/sbom\/\">software bills of materials (SBOMs)<\/a>, the structured inventories of the components that make up a software product, as foundational infrastructure. SBOMs are what make it possible to trace where a vulnerable component lives across the supply chain. Without them, validated findings won\u2019t be fixed fast enough at scale.<\/p>\n<p>Finally, the clearinghouse should measure success based on what is fixed, not based on what is discovered. Agencies need to publish data on validation rates, time-to-patch, adoption of fixes, and recurring classes of vulnerabilities. These metrics help AI systems, software vendors, and policymakers to continuously improve how vulnerabilities are addressed.<\/p>\n<p>Most importantly: the agencies standing up this clearinghouse should resist the temptation to build its operational model from scratch. The private sector and the open-source security community have years of experience running exactly the kind of vulnerability intake, triage, and coordinated disclosure workflows the clearinghouse needs. The executive order wisely calls for voluntary collaboration with industry. That collaboration should be structural, not advisory, embedded in how the clearinghouse operates from the start, not bolted on after the architecture is already set.<\/p>\n<p>The clearinghouse can work. But the challenge is no longer finding vulnerabilities. It is building a system that can turn discoveries into action. That is how its success should be measured.<\/p>\n<p><\/body> <\/p>\n<footer class=\"single-article__footer\" readability=\"2.8714788732394\">\n<div class=\"author-card\" readability=\"12\">\n<div class=\"author-card__avatar\">\n<figure class=\"author-card__image-wrap\"> <img data-recalc-dims=\"1\" decoding=\"async\" class=\"author-card__image\" src=\"https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2026\/07\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close-1.jpg?w=640&ssl=1\" alt=\"Ilona Cohen\"> <\/figure>\n<\/p><\/div>\n<p><h4 class=\"author-card__name\">Written by Ilona Cohen<\/h4>\n<p> Ilona Cohen is Chief Legal Officer and Chief Policy Officer at HackerOne, where she oversees the company’s global legal function and leads its public policy work with governments and regulators. She previously served as a senior lawyer to President Barack Obama and General Counsel of the White House Office of Management and Budget, and was Chief Legal and Compliance Officer at Aledade before joining HackerOne in 2022. <\/p>\n<\/p><\/div>\n<div class=\"single-article__tags-container\">\n<h4 class=\"single-article__tags-title\">In This Story<\/h4>\n<\/p><\/div>\n<\/footer>\n<p> <\/html><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"single-article__ads js-single-article-sidebar\">\n<div class=\"ad ad--sidebar js-single-article-sidebar-5 ad--rightrail_1 \">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<div class=\"ad ad--sidebar js-single-article-sidebar-4 ad--rightrail_2 \">\n<div class=\"ad__inner\"> <span class=\"screen-reader-text\">Advertisement<\/span> <\/div>\n<\/div>\n<div class=\"ad ad--sidebar js-single-article-sidebar-3 ad--rightrail_3 \">\n<div class=\"ad__inner\"> <span 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{"id":8807,"date":"2026-07-08T04:00:00","date_gmt":"2026-07-08T09:00:00","guid":{"rendered":"https:\/\/cyberscoop.com\/?p=89729"},"modified":"2026-07-08T04:00:00","modified_gmt":"2026-07-08T09:00:00","slug":"found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close","status":"publish","type":"post","link":"https:\/\/ddi.mohflo.net\/index.php\/2026\/07\/08\/found-fast-fixed-slow-the-gap-the-ai-clearinghouse-must-close\/","title":{"rendered":"Found fast, fixed slow: The gap the AI clearinghouse must close"},"content":{"rendered":"