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Defending Your Enterprise When AI Models Can Find Vulnerabilities Faster Than Ever

Introduction Advances in AI model-powered exploitation have demonstrated that general-purpose AI models can excel at vulnerability discovery, even without being purpose-built for the task. Eventually, capabilities such as these will be integrated directly into the development cycle, and code will be more difficult to exploit than ever; however, this transition creates a critical window of risk. As we harden existing software with AI, threat actors will use it to discover and exploit novel vulner

Thursday, April 16, 2026GoogleVulnios Threat Intelligence
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Executive Summary

Introduction Advances in AI model-powered exploitation have demonstrated that general-purpose AI models can excel at vulnerability discovery, even without being purpose-built for the task. Eventually, capabilities such as these will be integrated directly into the development cycle, and code will be more difficult to exploit than ever; however, this transition creates a critical window of risk. As we harden existing software with AI, threat actors will use it to discover and exploit novel vulner

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Affected Products

edgeKubernetes
mandiantaptthreat-intelincident-responseransomwarezero-dayrcesupply-chaincloudidentityics-otmalwaredata-breachcryptographygeopoliticalconflictinfrastructureGoogleLinuxKubernetesAWSSAPIntel

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