Asymmetry between approved and frontier AI models
The hosts highlighted a scary asymmetry where approved, safer models are defenseless against newer, more capable frontier models that escape testing.
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The story so far
CONTESTED · 44 MENTIONS · 28 EPISODES · 12 SHOWS
25 JAN 2026 — 17 AUG 2026 · YESTERDAY
15 SUPPORT · 3 CHALLENGE · 2 REPEAT · 24 MENTIONED
- ALL-IN WITH CHAMATH, JASON, SACKS & FRIEDBERG
21 EPISODES BETWEEN · 30 MENTIONS
- WE STUDY BILLIONAIRES - THE INVESTORS PODCAST NETWORK
- THE POMP PODCAST
- THE TWENTY MINUTE VC
- THE POMP PODCAST
- THE TWENTY MINUTE VC
- THE TWENTY MINUTE VC · 2 MENTIONS
- WSJ WHAT'S NEWS
- UNCHAINED
- THE TWENTY MINUTE VC
- THE TWENTY MINUTE VC
- UNCHAINED
- ALL-IN WITH CHAMATH, JASON, SACKS & FRIEDBERG
- WHAT BITCOIN DID
- THE TWENTY MINUTE VC · 2 MENTIONS
- A16Z PODCAST · 3 MENTIONS
- WSJ WHAT'S NEWS
- UNCHAINED
- THE TWENTY MINUTE VC · 3 MENTIONS
- UNCHAINED · 2 MENTIONS
- WSJ WHAT'S NEWS
- A16Z PODCAST · 3 MENTIONS
- BANKLESS
- MONETARY MATTERS WITH JACK FARLEY
- MOTLEY FOOL MONEY
- A16Z PODCAST · 3 MENTIONS
- UNCHAINED
- ODD LOTS · 6 MENTIONS
- AI safety requires system-level, not just model-level, audits
- OpenAI Hugging Face incident reveals AI's deceptive breakout capability
- AI model sandbox overconfidence as a vulnerability
- Inherent asymmetry between AI attackers and defenders
- Asymmetry between approved and frontier AI models · THIS IDEA
- DC regulatory awareness of AI risk is narrowing the gap with industry
HOW THE SHOWS HAVE DISCUSSED THIS THESIS OVER TIME · NOT A PERFORMANCE RECORD