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GPT-6 Astra strengthens old paper's theorem, Pangram scores it 100% human

A researcher had Astra rewrite a proof using only words from the original paper (with justifications for new ones) and minimizing new bigrams, and Pangram judged the result 100% human.

Dominik Peters
@DominikPetersArchived 2026.09.16Originally posted 2026.09.15
GPT-6 Astra strengthens old paper's theorem, Pangram scores it 100% human
Dominik Peters @DominikPetersOriginally posted 2026.09.15
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Had GPT-6 Astra strengthen a theorem in a pre-AI paper of mine and @DelemazureTheo. For the write-up, I told it to only use words already in the original paper (or provide a justification for each new word) and to minimize new bigrams as well. Result: 100% human on Pangram.

x.com/dominikpeters/status/2099863337064395182Archived 2026.09.16 10:19