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physics-intern is an agentic framework that routes research‑level theoretical…

2026-05-12 · 15:09 UTC ·@dlouapre ·0 min read

Brief

physics-intern is an agentic framework that routes research‑level theoretical physics problems to a team of specialized agents. Applied to Gemini 3.1 Pro, it boosts CritPt accuracy from 17.7% to 31.4%, producing a new SOTA on a very challenging LLM benchmark; the author shared a video demo.

Source evidence

Meet physics-intern🧑‍🎓, our agentic framework for theoretical physics.

It takes Gemini 3.1 Pro from 17.7% to 31.4% on CritPt, a new SOTA on one of the hardest benchmarks for LLMs.

Theoretical physics is hard for humans and LLMs alike. But physics-intern decomposes problems and dispatches them to a team of specialized agents, solving research-level questions far more effectively than the base model alone.

Video