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AGI Dreams Podcast – April 10, 2026

AI Hacking Goes Autonomous

In this episode:

AI Hacking Goes Autonomous — AI models like Claude are now autonomously building working exploits, porting them across architectures, and discovering novel vulnerabilities in patched software. Frameworks like Cochise demonstrate full domain compromise with no human in the loop, while experts debate whether this capability will actually shift attacker behavior.

When Novices Outperform Experts — A rigorous Scale AI and SecureBio study found LLM-assisted novices were 4x more accurate than controls on biosecurity benchmarks, outperforming…

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