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AI in mathematics

4 articles · Page 1 of 1
AI Product Manager Community
AI Product Manager Community
Oct 7, 2026 · Industry Insights

Terence Tao's U-Turn: Why AI Math Benchmarks Risk 'Proof Indigestion'

Fields Medalist Terence Tao, once an AI enthusiast, now warns that AI companies treating mathematics as benchmarks produce proofs without human understanding, causing 'proof indigestion' and eroding the cognitive friction essential for mathematical insight, likening unchecked AI-generated proofs to degenerative cloning.

AI benchmarksAI in mathematicsFields Medalists
0 likes · 9 min read
Terence Tao's U-Turn: Why AI Math Benchmarks Risk 'Proof Indigestion'
PaperAgent
PaperAgent
Sep 12, 2026 · Artificial Intelligence

Terence Tao & 25 Fields Medalists Warn: AI Math 'Breakthroughs' Cause Proof Indigestion

Fields Medalist Terence Tao and 24 peers condemn AI companies for bypassing peer review with hyped math 'solutions,' warning that uncontrolled AI-generated proofs will flood the field, cause 'proof indigestion,' and decouple problem-solving from the human understanding that defines mathematics.

AI in mathematicsFields MedalistsGoodhart's Law
0 likes · 14 min read
Terence Tao & 25 Fields Medalists Warn: AI Math 'Breakthroughs' Cause Proof Indigestion
Machine Heart
Machine Heart
Jul 20, 2026 · Artificial Intelligence

One Tweet, One Counterexample: Did Claude Fable 5 Disprove the 85‑Year‑Old Jacobian Conjecture?

A tweet by Anthropic researcher Levent Alpoge, aided by the Claude Fable 5 model, presented a simple polynomial map whose constant Jacobian determinant of –2 sends three distinct points to the same image, providing a concrete counterexample that refutes the Jacobian conjecture that has challenged mathematicians for 85 years.

AI in mathematicsClaude Fable 5Jacobian conjecture
0 likes · 11 min read
One Tweet, One Counterexample: Did Claude Fable 5 Disprove the 85‑Year‑Old Jacobian Conjecture?