Anthropic's Unreleased AI Model Advances Riemann Hypothesis
Anthropic has revealed that an AI model, yet to be released, has made notable strides regarding the Riemann hypothesis, one of the most enduring unsolved issues in mathematics, by enhancing the lower limit of valid solutions. Over a span of a day and a half, the model, guided by a non-expert, explored 650 distinct concepts, collaborating with 60 subagents and generating 31 million output tokens. Key mathematical ideas emerged from two subagents, with contributions from 13 others, while 30 attempted without success, and 13 validated the findings. Two subagents authored the initial paper, which was verified by two in-house mathematicians and formalized using the open-source proof assistant Lean. This milestone follows various AI-led mathematical advancements, including resolutions to several Erdős problems and the refutation of the Jacobian conjecture. The development has ignited discussions within the mathematical community, leading to a declaration signed by notable mathematicians in June, voicing concerns that AI might jeopardize the field's integrity, particularly regarding the attribution of proofs. Conversely, Fields Medal recipient Timothy Gowers has challenged this viewpoint, proposing that AI's impact on mathematics could be more intricate and beneficial, likening it to stars not being named after their discoverers. The Riemann hypothesis, which addresses the distribution of prime numbers, has a $1 million reward for a general proof that remains unclaimed.
Key facts
- Anthropic's unreleased AI model made significant progress on the Riemann hypothesis.
- The model increased the lower bound of solutions for which the hypothesis holds true.
- The model tested 650 ideas, coordinated 60 subagents, and used 31 million output tokens.
- Two subagents developed key mathematical ideas; 13 contributed, 30 attempted but failed, 13 validated, and 2 wrote the paper.
- Results were confirmed by two in-house mathematicians and formalized using Lean proof assistant.
- This is part of a string of AI mathematical breakthroughs, including solving Erdős problems and disproving the Jacobian conjecture.
- Prominent mathematicians signed a declaration in June raising concerns about AI's impact on mathematical values.
- Timothy Gowers questioned the declaration, suggesting AI might change mathematics positively.
- The Riemann hypothesis has a $1 million bounty for a general proof, still unclaimed.
Entities
Institutions
- Anthropic
- OpenAI