Re: [Biopython] Generative AI policy for contributions to Biopython

Peter Cock <[email protected]> Thu, 30 Apr 2026 10:05:34 +0100
Newsgroups gmane.comp.python.bio.general
Message-ID <CAKVJ-_6UWMfHU_Q7vt8CNZ_FDKxZRM3TMG+TEqyZfPBYbzUdsQ@mail.gmail.com>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