Humansand says Ampersand matches frontier coding models as a side effect of collaborative training

gharik · x · 2026-11-06

Boris Cherny (gharik) revealed that Ampersand, a model from Humansand, can code — not as a formal release but as 'a nice consequence' of collaborative training. A boosted post claims it already matches frontier coding models, with the team teasing that more is 'cooking'.

Related event: Humansand's Ampersand: Collaboration-Trained Model Reaches Frontier Coding Performance(5 posts)→

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