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Quantum Chromodynamics

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Machine Heart
Machine Heart
Oct 27, 2026 · Artificial Intelligence

OpenAI's AI Disproves 30-Year ETH Hypothesis, Solves Kakeya Conjecture

OpenAI announces three major AI-generated scientific breakthroughs: a potential disproof of the Exponential Time Hypothesis in theoretical computer science, a proof of the Local Smoothing and Kakeya conjectures in all dimensions, and rigorous existence proofs for 4D quantum field theories including QCD and Yang-Mills, each with Lean formalizations and distinct expert review processes.

3-SATAI-generated proofsExponential Time Hypothesis
0 likes · 17 min read
OpenAI's AI Disproves 30-Year ETH Hypothesis, Solves Kakeya Conjecture
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 26, 2026 · Artificial Intelligence

Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks

Harvard quantum‑field‑theory professor Matthew Schwartz trained Anthropic's Claude 4.5 as a G2‑level research assistant to solve a C‑parameter Sudakov‑shoulder resummation problem, and in just two weeks the model produced a 20‑page LaTeX draft, iterated 110 versions, consumed 36 million tokens, but required intensive human verification due to occasional fabricated results.

AI research automationAnthropicClaude 4.5
0 likes · 14 min read
Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks