James Zou
@james_y_zou
@Stanford professor. Chan-Zuckerberg @biohub investigator. Sloan Fellow. Overton Prize. @togethercompute. AI for science + health.
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New work I'm very excited about: Physics of Agents!🤖
As AI agents become more prevalent, they'll interact and influence one another.
Can we predict the collective behavior that emerges?
Surprisingly, their dynamics follow compact, predictive laws of statistical physics🧵
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Our work on multi-agent teamwork is accepted to #ICML2026#!
When agents operate beyond fixed workflows, teamwork is critical. We show that frontier LLMs often make poor teammates—not because they're unhelpful, but because they're too accommodating.
Great job by @aneeshpappu w/ awesome collaborators!
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