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Research Credit and Attribution

Norms and disputes over authorship, priority and acknowledgement in scientific work, including cases where AI systems contribute to a result.

Current stories

investOne report1 publisher

OpenAI asks nine unpaid mathematicians how to release its 100-plus math results

OpenAI says its new nine-member mathematics advisory group will not advise on the pace of its internal research, and the group's own website says the decisions rest with the AI companies.

Reality

Evidence45
Adoption40
Hype gap+35
Incentives70
Confidence45
leadershipOne report1 publisher

Twenty-five Fields Medalists sign a warning about how AI labs announce mathematical results

The declaration lands three days after OpenAI's Navier-Stokes claim, in the middle of a credit dispute where the company and the mathematician at the center give accounts that cannot both be right.

Publishers:genaisecretsauce.com

Reality

Evidence34
Adoption20
Hype gap+18
Incentives72
Confidence42
buildConfirmed3 publishers

Twenty-five Fields medalists call the AI industry's goals severely misaligned with mathematics

Their joint statement argues that famous open problems were only ever a proxy for understanding, and that benchmarks miss the years of talks and simplifications that follow a proof.

Publishers:dev.to seangoedecke.com the-decoder.com

Perspective Coverage

3 publishers
Builder
Builder 40%
Operator
Operator 43%
Investor
Investor 17%

Reality

Evidence72
Adoption58
Hype gap+18
Incentives68
Confidence70
productOne report1 publisher

OpenAI denies reading two mathematicians' Codex logs before racing them to Navier-Stokes

Tristan Buckmaster says OpenAI accelerated onto Navier-Stokes after learning of his work with Anthropic's Levent Alpoge, and that the answer he got about his prompt history addressed lookup rather than training.

Publishers:wired.com

Reality

Evidence40
Adoption30
Hype gap+45
Incentives88
Confidence50
productOne report1 publisher

A Cornell mathematician calls OpenAI's million-dollar math result a marketing device

OpenAI says tens of thousands of agents solved a 90-year-old problem carrying a $1 million prize. The solution still needs independent verification, and a rival pair of mathematicians has a claim on the credit.

Publishers:wired.com

Reality

Evidence40
Adoption45
Hype gap+40
Incentives80
Confidence45
investOne report1 publisher

OpenAI spent more than $1m of compute on a prize it says it will not claim

The Navier-Stokes result cost more in compute than the Clay Institute's award, and the interesting line in OpenAI's blog post is the one conceding it cannot rule out that customers' de-identified prompts helped.

Reality

Evidence32
Adoption14
Hype gap+34
Incentives74
Confidence44