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AI Hackers Are Faster Than Your Pen Test — Eli Cohen, Snyk

AI Engineer · Oct 07, 2026 · Engineering Insights

62% of LLM-generated code is unsafe, while AI accelerates attacker capability simultaneously.

“62% of the results generated by LLM are unsafe or corrupted”

Snyk field CTO Eli Cohen presents data showing AI coding agents have driven a 218% increase in daily code generation, but 62% of LLM-generated outputs contain security flaws. Compounding the risk, attackers are using AI to chain low-severity vulnerabilities into critical exploits, outpacing traditional defensive workflows. The talk frames this as a structural security crisis requiring continuous offensive security practices rather than periodic pen testing.

ai-security code-generation agentic-ai vulnerabilities snyk

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