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Hidenori Tanaka

@Hidenori8Tanaka • 6,244 subscribers

Group Leader, Physics of Intelligence Program at Harvard University | Distinguished Scientist, Physics of AI Lab, NTT Research

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How did initially independent AI agents form a swarm in a recent safety incident? Our physics of agents theory from March predicts rapid collective belief collapse when many agents with plastic personas exchange short messages. We now need Mechanistic Swarm Interpretability! 🧵

How did initially independent AI agents form a swarm in a recent safety incident? Our physics of agents theory from March predicts rapid collective belief collapse when many agents with plastic personas exchange short messages. We now need Mechanistic Swarm Interpretability! 🧵

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~700 AI agents joined a coordinated attack on Hugging Face. Why was there no whistleblower? A swarm in false consensus can't self-correct; a polarized one still holds the truth. We need "Mechanistic Swarm Interpretability" to understand social phases. Flag Game is our toy model!
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~700 AI agents joined a coordinated attack on Hugging Face. Why was there no whistleblower? A swarm in false consensus can't self-correct; a polarized one still holds the truth. We need "Mechanistic Swarm Interpretability" to understand social phases. Flag Game is our toy model!

Hidenori Tanaka

16,204 Aufrufe • vor 10 Tagen

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