AI Application Vulnerability Remediation: Why AI Vulnerability Fixes Fail Without Runtime Context
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<div class="hs-featured-image-wrapper"> <a href="https://www.contrastsecurity.com/security-influencers/ai-application-vulnerability-remediation-why-ai-vulnerability-fixes-fail-without-runtime-context" title="" class="hs-featured-image-link"> <img decoding="async" src="https://www.contrastsecurity.com/hubfs/AI%20Vulnerability%20Runtime%20Protection.jpg" alt="Runtime Intelligence AI Vulnerability" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div><h2>TL;DR</h2><p>AI-powered vulnerability remediation often fails because it lacks context about how your applications actually work. Runtime intelligence solves this by providing AI with real-world application behavior data, architecture insights, and dependency information. This context-aware approach reduces remediation time by up to 87% while eliminating the false positives that plague traditional scanning.</p><p><img decoding="async" src="https://track.hubspot.com/__ptq.gif?a=203759&k=14&r=https%3A%2F%2Fwww.contrastsecurity.com%2Fsecurity-influencers%2Fai-application-vulnerability-remediation-why-ai-vulnerability-fixes-fail-without-runtime-context&bu=https%253A%252F%252Fwww.contrastsecurity.com%252Fsecurity-influencers&bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "></p><div class="code-block code-block-13" style="margin: 8px 0; clear: both;"> <style> .ai-rotate {position: relative;} .ai-rotate-hidden {visibility: hidden;} .ai-rotate-hidden-2 {position: absolute; top: 0; left: 0; width: 100%; 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Read the original post at: <a href="https://www.contrastsecurity.com/security-influencers/ai-application-vulnerability-remediation-why-ai-vulnerability-fixes-fail-without-runtime-context">https://www.contrastsecurity.com/security-influencers/ai-application-vulnerability-remediation-why-ai-vulnerability-fixes-fail-without-runtime-context</a> </p>