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AGI Dreams Podcast – March 24, 2026
When the Full Stack Fights Back: Cross-Layer Attacks on Compound AI
In this episode:
When the Full Stack Fights Back: Cross-Layer Attacks on Compound AI — UT Austin and Intel researchers introduced "Cascade," a red-teaming framework that chains software CVEs, hardware side-channels, and algorithmic exploits to compromise compound AI systems end-to-end, achieving 94% guardrail evasion. Meanwhile, AI offensive security startups raised over $600M as exploitation timelines shrink to hours.
From Silicon Leakage to Automated Recon: The Practitioner's Edge — Researchers achieved the…
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