AGMAI opposes using mathematical releases as marketing
Advisory Group on Mathematics and Artificial IntelligenceIndependent mathematical advisory group issuing release recommendations
The group urged AI labs to credit prior work, disclose methods and avoid releases driven by model promotion.
“We strongly recommend that AI labs refrain from treating the release of mathematical results as marketing vehicles to promote their models”
Official statement

Where this statement fits
Did OpenAI improperly pressure mathematicians over authorship and credit?
Tristan Buckmaster describes pressure over authorship and publication during discussions about competing AI-assisted mathematics results. Sébastien Bubeck disputes that characterization and says the proposed authorship concerned OpenAI's own proof. His apology for career-related wording does not settle the disagreement. Researchers and commentators divide over whether the negotiations were appropriate, while raising a separate dispute about the treatment of unpublished user research.
Source and context
Official statement
About this source
The group recommends public, versioned releases, credit to related literature and support for human understanding, while opposing use of results as model marketing.
Archived copy (opens in a new tab)Before the quotation
The recommendations call for results to be published in repositories independent of AI companies.
After the quotation
It recommends public repositories, citation standards and support for human understanding.
How this statement is classified
The label describes this statement's response within the context above.
Why this label?
It expressly criticizes marketing-driven release practices connected to credit and attribution.
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- People and groups discussed
- OpenAI
More from this case
Read the full caseAGMAI calls OpenAI's release a first step, not an endorsement
Advisory Group on Mathematics and Artificial Intelligence
“AGMAI’s advisory role should not be interpreted as a judgment of the impact of these results or an endorsement of the process by which OpenAI obtained them.”Read statement
OpenAI describes steps to improve mathematical disclosures
OpenAI
“We will continue to act on feedback from the community and update our standards for future disclosures of major scientific advancements.”Read statement
OpenAI says “no user inputs past July 3rd could have influenced this system”
OpenAI
“After investigating, we can say with full confidence that no user inputs past July 3rd could have influenced this system in any way.”Read statement
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- AGMAI opposes using mathematical releases as marketing
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The Dispute Index. "AGMAI opposes using mathematical releases as marketing". First published: 2026-10-09. Last updated: 2026-10-09. https://disputeindex.com/events/5331-the-group-urged-ai-labs-to-credit-prior