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AGI Dreams Podcast – May 14, 2026

AI-Powered Offensive Security Hits the Institutional Phase

In this episode:

AI-Powered Offensive Security Hits the Institutional Phase — AI vulnerability discovery has matured past proof-of-concept, with 800+ verified findings and 200+ CVEs, but the field now grapples with evaluation standards. XBOW's benchmarking of Anthropic's Mythos Preview, SPECA's specification-anchored auditing, and BIML's critique of broken benchmarks all highlight tensions between capability and meaningful measurement.

The Attack Surface You Installed Yourself — AI coding tools like Claude Code, Cursor…

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