Claude AI Helps Physicists Resolve 10-Year-Old Jamming Conjecture

A decade‑long puzzle in the physics of complex systems has been solved, thanks to a partnership that blends human insight with artificial intelligence. Giorgio Parisi, the 2021 Nobel laureate in physics, and Francesco Zamponi of La Sapienza University of Rome announced in the *Journal of Statistical Mechanics: Theory and Experiment* that the AI model Claude played a pivotal role in proving a mathematical relation that had stymied researchers for more than ten years.

The collaboration began when Parisi and Zamponi sought new computational approaches to a notoriously difficult problem in disordered systems. Claude, an advanced language model developed by Anthropic, was employed to generate and test conjectures, identify hidden symmetries, and verify intermediate steps of the proof. The AI’s ability to process vast amounts of symbolic data accelerated the discovery process, allowing the physicists to focus on refining the argument and ensuring its mathematical rigor.

The successful proof not only resolves a long‑standing theoretical question but also demonstrates the growing utility of AI in fundamental research. Parisi and Zamponi’s work illustrates how machine learning tools can complement traditional analytical techniques, potentially opening new avenues for tackling other complex problems in physics and beyond.