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Jacobian Conjecture

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04:00
2026-08-24
diverging.run
artificial-intelligence

"Model Effort" Has It Backwards

Benedict Evans argues that AI interfaces should let users specify their own effort level rather than the model's, citing mathematician Terence Tao's ChatGPT conversation as an example of an expert who…

01:17
2026-08-17
yagmin.com
artificial-intelligence

Code Is the Byproduct

A counterexample to the Jacobian Conjecture was discovered by an LLM, and mathematician Terence Tao used ChatGPT to explore its implications, showcasing how domain experts can engage with AI. Tao's te…

17:10
2026-08-04
sourcefeed.dev
artificial-intelligence

Your Best Prompt Is a Decade of Expertise

On July 21, mathematician Terence Tao published a raw ChatGPT transcript showing how he used the model to analyze a counterexample to the Jacobian Conjecture, an algebra problem open since 1939, and G…

14:25
2026-08-04
royvanrijn.com
artificial-intelligence

Vibe-mathing: the Generalized Vanishing Conjecture

A developer known as 'vibe-mathing' used AI-assisted exploration to investigate the Jacobian Conjecture, leading to the Generalized Vanishing Conjecture, which holds for every constant-coefficient dif…

08:28
2026-07-26
noahpinion.blog
artificial-intelligence

What will more intelligence do for us?

AI has disproved the 87-year-old Jacobian Conjecture and solved open problems in quantum cryptography, yet the world remains largely unchanged with no significant employment disruption or productivity…

17:49
2026-07-24
promptcube3.com
artificial-intelligence

Jacobian Conjecture Refutation: The Limit of AI Interpretability

Large language models fail to refute the Jacobian Conjecture because they optimize for producing outputs that look like proofs rather than being logically valid, according to an analysis of AI interpr…

22:21
2026-07-23
poppastring.com
artificial-intelligence

The Tool Is Not the Author

Levent Alpöge, a mathematician and junior fellow at Harvard's Society of Fellows who works at Anthropic, used Anthropic's Fable 5 large language model to find a counterexample to the Jacobian Conjectu…

09:50
2026-07-23
promptcube3.com
artificial-intelligence

Claude Fable: Reverse Engineering the Jacobian Conjecture

A Claude Fable instance reverse-engineered the Jacobian Conjecture by generating a step-by-step guide from the final result, then having a second instance follow it. The process revealed key technical…

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