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OpenAI’s Three Science Claims: Math, TCS, and QCD
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OpenAI’s Three Science Claims: Math, TCS, and QCD

OpenAI announces three claimed results in math, theoretical computer science, and physics, and asks outside academics to evaluate them.

October 27, 20262 min read4 tags

OpenAI has announced three scientific results at once, spanning mathematics, theoretical computer science, and physics. The company states that its models produced these results and explicitly invites outside experts to judge them.

The mathematics paper is titled “Local smoothing for the Euclidean wave equation” and is described as a proof tied to the Kakeya conjectures. In theoretical computer science, the work appears under the title “The Exponential Time Hypothesis is false”, which is presented as a claimed disproof of the Exponential Time Hypothesis (ETH). On the physics side, OpenAI describes a mathematically rigorous existence proof for certain interacting quantum field theories, specifically four-dimensional quantum field theories that include Quantum Chromodynamics (QCD).

These OpenAI science results come with an unusual caveat: the company is not presenting them as final, unquestionable facts, but is instead asking academics to evaluate the work. Alongside the three results, OpenAI also announces a process for working with academics through expert “shepherds”. According to the description, the overall announcement consists of three big science discoveries and a new way to work with academics.

The discussion is framed around a key question:

“Does OpenAI claim the Exponential Time Hypothesis is false?”

Source: Gündəm · tech-insider.org