Math & science · July 2026
Jacobian conjecture disproved
An AI-found polynomial map ends an 87-year-old conjecture.
Levent Alpöge posted an explicit three-variable polynomial map with constant Jacobian that is not injective, found with Claude Fable 5. It disproves the 1939 Jacobian conjecture in every dimension from three up; Terence Tao published an analysis two days later, and the two-variable case remains open.
What it built on 2
Related measurements
The dashed line marks when it first worked.
Best AI score on GPQA Diamond Latest: 95.8 % correct (2026) Source: Epoch AI, Capabilities & benchmarking (benchmark_data.zip, gpqa_diamond.csv); Anthropic: Claude 3 public launch (March 4, 2024)
Training compute of notable AI models Source: Epoch AI, Notable AI Models (CC BY 4.0)