humans&amp launches Ampersand, a collaborator model that beats frontier models in month-long simulations

niloofar_mire · x · 2026-10-21

Startup humans&amp introduced Ampersand, billed as the first model built as a collaborator to help people achieve individual and collective goals. According to the team, in multi-month simulations users collaborating with Ampersand accomplished more than with Fable and other frontier models. It's available to everyone via API. Researchers praised the shift beyond single-turn reward optimization toward socially intelligent multi-user agents.

Related event: humans& launches Ampersand v0.1, a collaborator model trained on simulation feedback(13 posts)→

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