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Valerio Capraro (@ValerioCapraro) on X

▲ 296 points • 10 comments • by tamnd • 2mo ago • HN discussion ↗

Pangram verdict · v3.3

We believe that this text is a mix of AI and human-written content.

47 %

AI likelihood · overall

Mixed
49% human-written 51% AI-generated
SEGMENTS · HUMAN 1 of 2
SEGMENTS · AI 0 of 2
WORD COUNT 193
PEAK AI % 66% · §2
Analyzed
Sep 10
backend: pangram/v3.3
Segments scanned
2 windows
avg 97 words each
Distribution
49 / 51%
human / AI fraction
Verdict
Mixed
Pangram v3.3

Article text · 193 words · 2 segments analyzed

Human AI-generated
§1 Human · 28%

BREAKING: OpenAI might have stolen another major proof. In a detailed Mastodon post, which I report in full in the comments, Andreas Thom presents several pieces of evidence suggesting that OpenAI may have trained Astra on conversations in which he and Gábor Kun were working on Gromov’s soficity conjecture, one of the ten problems OpenAI later announced Astra had solved. I know Andreas. We met several times early in our careers. He is an exceptional mathematician, a leading expert on sofic and hyperlinear groups, and one of the most respected scholars in the field.

§2 Mixed · 66%

He has spent two decades working on this problem. If his account is correct, this is not a minor dispute over attribution. It would mean that unpublished human work was absorbed into a model and then presented to the world as a breakthrough by the model itself. And if the allegations raised by Levent Alpöge, Tristan Buckmaster, and now Andreas Thom are all substantiated, we are no longer looking at isolated incidents. We may be looking at one of the greatest intellectual scandals in the history of science. AI is not discovering new mathematics. AI is stealing human discovery.