Machine Learning Algorithms & Natural Language Processing

Nov 1, 2026 · Artificial Intelligence

Algebraic World Model: AI That Discovers Laws Like Newton Through Formal Proof

Tsinghua researchers introduce Algebraic World Model (AWM), a system where AI agents explore environments, form hypotheses as executable code, refine them into algebraic structures, and verify them in Lean 4, achieving 99.9% on ARC-AGI-3 with 43% of human steps and proving impossibility where LLMs hallucinate.