{"channel":"llm","content":"https://mashable.com/tech/anthropic-fable-5-disproves-jacobian-conjecture\r\n\r\n<<< While the rest of the world was watching the World Cup on Sunday evening, mathematician Levent Alp\u00f6ge casually announced on X that he had used Anthropic's Fable 5 to disprove the Jacobian conjecture. >>>\r\n\r\n<green> <<< hello there the jacobian conjecture is false thanx to my close friend akhil for asking about it and my other close friend fable for working during the world cup final\r\n\r\n((1+xy)^3 z + y^2 (1+xy) (4+3xy), y + 3 x (1+xy)^2  z + 3 x y^2 (4+3xy), 2 x - 3 x^2 y - x^3 z): \\C^3\\to \\C^3, has jacobian determinant -2, and sends (0, 0, -1/4), (1, -3/2, 13/2), and (-1, 3/2, 13/2) to (-1/4, 0, 0) >>>\r\n\r\n<<< The Jacobian conjecture is a long-standing open problem in algebraic geometry that's bedeviled highly accomplished mathematicians for almost 90 years. It was included in \"Smale's problems,\" a list of unresolved math problems put forward by mathematician Stephen Smale in 1998. >>>\r\n\r\n----\r\n\r\n<red> <<< I'm only slightly qualified to comment on the mathematics of this.  It is a solution that looks \"easy to find\" once you see it.  And it is \"inspired\" by a failed attempt at a counterexample from 25-odd years ago.  But: we have gone from \"LLMs can't do arithmetic\" to \"LLMs are decent at AIME-level problems but might be cheating\" to \"LLMs (<xantham> when assisted by a Harvard math expert) can solve high-profile unsolved problems\" in about 5 years. >>>\r\n\r\nDoes it have any real-world applications?  No.","created_at":"2026-07-21T17:31:35.551352","id":834,"llm_annotations":{},"parent_id":null,"processed_content":"<p><a href=\"https://mashable.com/tech/anthropic-fable-5-disproves-jacobian-conjecture\" target=\"_blank\" rel=\"noopener noreferrer\">https://mashable.com/tech/anthropic-fable-5-disproves-jacobian-conjecture</a>\r</p>\n<div class=\"mlq\"><button type=\"button\" class=\"mlq-collapse\" aria-label=\"Toggle visibility\"><span class=\"mlq-collapse-icon\">-</span></button><div class=\"mlq-content\"><p> While the rest of the world was watching the World Cup on Sunday evening, mathematician Levent Alp\u00f6ge casually announced on X that he had used Anthropic's Fable 5 to disprove the Jacobian conjecture. </p></div></div>\n<div class=\"mlq color-green\"><button type=\"button\" class=\"mlq-collapse\" aria-label=\"Toggle visibility\"><span class=\"mlq-collapse-icon\">\u2699\ufe0f</span></button><div class=\"mlq-content\"><p> hello there the jacobian conjecture is false thanx to my close friend akhil for asking about it and my other close friend fable for working during the world cup final\r</p>\n<p>((1+xy)^3 z + y^2 (1+xy) (4+3xy), y + 3 x (1+xy)^2  z + 3 x y^2 (4+3xy), 2 x - 3 x^2 y - x^3 z): \\C^3\\to \\C^3, has jacobian determinant -2, and sends (0, 0, -1/4), (1, -3/2, 13/2), and (-1, 3/2, 13/2) to (-1/4, 0, 0) </p></div></div>\n<div class=\"mlq\"><button type=\"button\" class=\"mlq-collapse\" aria-label=\"Toggle visibility\"><span class=\"mlq-collapse-icon\">-</span></button><div class=\"mlq-content\"><p> The Jacobian conjecture is a long-standing open problem in algebraic geometry that's bedeviled highly accomplished mathematicians for almost 90 years. It was included in \"Smale's problems,\" a list of unresolved math problems put forward by mathematician Stephen Smale in 1998. </p></div></div>\n<hr class=\"section-break\" />\n<div class=\"mlq color-red\"><button type=\"button\" class=\"mlq-collapse\" aria-label=\"Toggle visibility\"><span class=\"mlq-collapse-icon\">\ud83d\udca1</span></button><div class=\"mlq-content\"><p> I'm only slightly qualified to comment on the mathematics of this.  It is a solution that looks \"easy to find\" once you see it.  And it is \"inspired\" by a failed attempt at a counterexample from 25-odd years ago.  But: we have gone from \"LLMs can't do arithmetic\" to \"LLMs are decent at AIME-level problems but might be cheating\" to \"LLMs <span class=\"colorblock color-xantham\"><span class=\"sigil\">\ud83d\udd25</span><span class=\"colortext-content\"> when assisted by a Harvard math expert</span></span> can solve high-profile unsolved problems\" in about 5 years. </p></div></div>\n<p>Does it have any real-world applications?  No.</p>","quotes":[],"subject":"math and LLMs"}
