Theory-claim reproductions for the HF + alphaXiv ICML 2026 agentic reproduction challenge. CPU-only NumPy/SciPy audits of anchored theoretical claims read from SHA-pinned arXiv LaTeX sources, run locally.
BioInfo/icml-2026-agentic-reproduction-1717e7c6