{"slug": "claude-used-my-pipeline-to-find-a-counterexample-to-the-jacobian-conjecture", "title": "Claude used my pipeline to find a counterexample to the Jacobian conjecture", "summary": "A developer released a pipeline under CC0 a month ago that Claude used to find a counterexample to the Jacobian conjecture. The pipeline's repository history, public release, and discussion with one of the original paper's authors document its origin and development.", "body_md": "About a month ago, I released under CC0 an implementation of a pipeline I had spent two years developing. It’s the pipeline Claude used to find the counterexample to the Jacobian conjecture. The repository history, public release, discussion with one of the original paper’s authors, and two years of development logs document the pipeline’s origin and development.\n\nProof - https://github.com/JGPTech/Fun/tree/main/Jacobian\n\nThe history:\n\nI first released it under CC0 a little over a month ago. You can find the link here: https://github.com/JGPTech/Fun/commits/main/current_paper_locality_boundary_package\n\nThis is the paper I was modeling with this pipeline: https://www.nature.com/articles/s41467-026-73900-9\n\nThis is where I shared it publicly one of the paper’s authors, which you can see he approved of: https://www.linkedin.com/feed/update/urn:li:activity:7470810642321571840?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7470810642321571840%2C7471734053742895105%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287471734053742895105%2Curn%3Ali%3Aactivity%3A7470810642321571840%29\n\nHow cool is it that Claude used it on a problem this big, and that the mathematical community around this counterexample is now thinking through structures I spent years developing? What a ride.\n\nComments URL: [https://news.ycombinator.com/item?id=49043095](https://news.ycombinator.com/item?id=49043095)\n\nPoints: 1\n\n# Comments: 1", "url": "https://wpnews.pro/news/claude-used-my-pipeline-to-find-a-counterexample-to-the-jacobian-conjecture", "canonical_source": "https://news.ycombinator.com/item?id=49043095", "published_at": "2026-07-25 00:05:49+00:00", "updated_at": "2026-07-25 00:22:14.126649+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-research", "ai-tools"], "entities": ["Claude", "Jacobian conjecture", "JGPTech"], "alternates": {"html": "https://wpnews.pro/news/claude-used-my-pipeline-to-find-a-counterexample-to-the-jacobian-conjecture", "markdown": "https://wpnews.pro/news/claude-used-my-pipeline-to-find-a-counterexample-to-the-jacobian-conjecture.md", "text": "https://wpnews.pro/news/claude-used-my-pipeline-to-find-a-counterexample-to-the-jacobian-conjecture.txt", "jsonld": "https://wpnews.pro/news/claude-used-my-pipeline-to-find-a-counterexample-to-the-jacobian-conjecture.jsonld"}}