How Did OpenAI Get 370 Math Results in Under Three Hours of Compute Each?

OpenAI produced the biggest day of discovery in human history according to one participant by releasing over 700 papers with 370 results generated by an unreleased model. Each proof required less than three hours of compute time on average. The math proofs affect fields ranging from electronics and quantum computing to medical diagnostics equipment and additional domains.

The team had discussed a prior claim from last month where OpenAI solved one of the Millennium Prize problems using thousands of agents along with millions of dollars in compute. On Tuesday the company released over 700 papers along with 370 results from an unreleased model. Each result averaged three hours of compute time. An earlier Navier-Stokes proof had taken thousands of hours and millions of dollars. One participant explained how experts have begun to highlight significant implications across many fields.

The speed of the process indicates changing roles for humans in mathematical research and society going forward as artificial intelligence assumes larger responsibilities in generating new knowledge.