Anthropic, OpenAI, Cloudflare, and Google have all launched AI-powered tools designed to automatically discover and fix security vulnerabilities in software codebases. These tools represent a major shift in how organizations approach vulnerability detection, moving beyond traditional pattern-matching and static analysis toward reasoning-based systems that can uncover flaws surviving decades of expert review.
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