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Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

arXiv cs.LG ↗ · 2026-05-15 Cached

Collider-Bench is a new benchmark that evaluates LLM agents on reproducing particle physics analyses from the Large Hadron Collider using only public papers and open software, requiring physical reasoning to fill missing implementation details.

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#particle-physics

Los Alamos and the long path to detecting neutrinos

Hacker News Top ↗ · 2026-05-06

The article explores the historical and technical challenges involved in the detection of neutrinos, specifically highlighting the contributions and long journey at Los Alamos.

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#particle-physics

GPT-5.2 derives a new result in theoretical physics

OpenAI Blog ↗ · 2026-02-13 Cached

GPT-5.2 assisted in deriving a new theoretical physics result showing that single-minus gluon tree amplitudes can be nonzero under specific half-collinear momentum conditions, challenging decades of assumptions in particle physics. The AI model identified patterns in complex Feynman diagram expressions and conjectured a general formula that was subsequently verified through formal proofs.

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