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humans& Releases Ampersand, a Model Trained for Group Collaboration

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humans&@humansand

No one changes the world alone Introducing Ampersand - the first model built for us. Ampersand is a collaborator trained to help people achieve their individual and collective goals. In multi-month simulations, users collaborating with Ampersand accomplished more than with Fable and other frontier models Available to everyone through our API

Context

humans& introduced Ampersand, a model it describes as a collaborator trained to help people reach both their individual and their collective goals, and says it is available to everyone through the company's API.

The post's one performance claim is that in multi-month simulations, users collaborating with Ampersand accomplished more than users working with Fable and other frontier models. It gives no numbers and does not say who or what the simulated users were, how long the tasks ran or how accomplishment was judged, and the attached video had no usable transcript. This is humans&'s own claim, and the available evidence cannot show how large the difference was or how it was measured. For background, humans& earlier released Persimmon, a model built to simulate how people talk and interact, which it described as a way to play out hypothetical situations; the Ampersand post does not say whether Persimmon was used in these simulations.

Terms in this piece · Glossary
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
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