# Working with academic communities to build scientific understanding

> **Publication**: aitalky (Independent AI Journalism)
> **Canonical Citation URL**: https://aitalky.vercel.app/news/working-with-academic-communities-to-build-scientific-understanding
> **Original Source**: [OpenAI News](https://openai.com/index/building-scientific-understanding-with-academic-communities)
> **Author**: OpenAI News Staff (undefined)
> **Published Date**: Monday, October 26, 2026
> **Category**: RESEARCH
> **Tags**: AI, OpenAI News, research

## Executive Summary
OpenAI shares model results on the Kakeya conjecture, Exponential Time Hypothesis, and quantum chromodynamics—and how researchers can verify and build on them



## Full Coverage
Share Local smoothing and the Kakeya conjecture Local smoothing and the Kakeya conjecture The Exponential Time Hypothesis is false Existence of quantum chromodynamics and completions of the Standard Model Supporting scientists Local smoothing and the Kakeya conjecture The Exponential Time Hypothesis is false Existence of quantum chromodynamics and completions of the Standard Model Supporting scientists We are announcing three new discoveries in mathematics, computer science, and physics about harmonic analysis, complexity theory, and quantum field theory

Our release process continues to evolve in response to feedback from the associated academic communities. In our view, these manuscripts are best understood as a form of raw research data. To convert this raw research data into scientific understanding, in this release we are experimenting with a new approach. We reached out to external experts and asked them to act as shepherds, organizing groups to understand the new results. They advised three different release strategies:

For the math result, release the AI output, leaving researchers free to organize their own efforts to explain the result

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