AGI Dreams Podcast – April 30, 2026

AGI Dreams – Open, Uncensored, & Local - AI News Digest · Apr 30, 2026 · 16m · transcript

AI Finds the Bugs Now — GitHub's RCE and the New Offense-Defense Calculus

In this episode:

AI Finds the Bugs Now — GitHub's RCE and the New Offense-Defense Calculus — Wiz Research disclosed a critical GitHub RCE vulnerability (CVE-2026-3854) discovered via AI-augmented reverse engineering, highlighting how AI accelerates both offense and defense in security. The finding exposes systemic risks in shared internal protocols and raises policy questions about adversarial model distillation and anti-fraud enforcement.

Structured Prompts, Shared Protocols, and the Governor Problem &mdash…