AI makes discoveries in mathematics, computer science, physics, OpenAI says
Summary
OpenAI says its AI models produced findings in harmonic analysis, computer science and physics. The company reported proofs addressing a long-standing mathematics conjecture and claims involving computational complexity and quantum chromodynamics, while noting that outside researchers are reviewing the work.Key Facts
- OpenAI said its models proved the local smoothing conjecture in every spatial dimension; researchers had previously proved it only in three dimensions.
- The local smoothing conjecture is a problem in harmonic analysis, which studies how signals and functions can be represented using waves.
- OpenAI said its models disproved the Exponential Time Hypothesis, a claim about how long it takes to solve certain computational problems.
- The company said its models gave a mathematically rigorous proof of the existence of quantum chromodynamics, the theory of interactions between quarks and gluons.
- Alex Iosevich, a University of Rochester mathematics professor, described the reported proof of the conjecture as a historic development.
- OpenAI said it consulted three expert groups, called “shepherds,” on how to review and release the findings.
- The mathematics and computer science groups chose to make AI-produced data public immediately; the physics group deferred its release to prepare an interpretation.
- OpenAI said the findings need further scientific interpretation and welcomed feedback on broadening participation in the process.
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