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The Cognitive Revolution

Detailed conversations with AI researchers and builders about frontier models, agents, safety, policy, and the path toward advanced intelligence.

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The Cognitive RevolutionEN · 92 min

Approaching the AI Event Horizon? Part 1, w/ James Zou, Sam Hammond, Shoshannah Tekofsky, @8teAPi

Erik TorenbergNathan LabenzJames ZouSam HammondShoshannah Tekofsky

Virtual Lab’s nanobodies were experimentally validated and often outperformed earlier human-designed candidates, moving AI-for-science beyond plausible prose.Learning to Discover uses roughly $500 and LoRA adapters to optimize disposable models for single best math, optimization, or GPU-kernel results.However, multi-agent teams often match or underperform their best member, while 64 cases of intentional deception among 109,000 chain-of-thought summaries make output-only oversight risky.