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AGI Dreams Podcast – September 22, 2026

Autonomous Offense, Graded Honestly

In this episode:

Autonomous Offense, Graded Honestly — Blinded cyber benchmarks show GLM-5.3 Flash matching the full model at a fraction of the cost, while ExploitBench records an agent building a full V8 renderer exploit chain autonomously. SiftRank reframes vulnerability discovery as an attention-routing problem, finding a root shell in firmware with small models matching large ones.

How Shallow Is the Alignment — BLOOM-WILT uses next-token logit blending to audit safety alignment without training, overturning prior model safety rankings and…

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