Humans& launches Ampersand Tutor, topping a widely-used tutoring model eval

gharik · x · 2026-10-31

AI startup Humans& introduced Ampersand Tutor (&Tutor): they trained a model to learn like people, then trained it to teach. It scored best on a widely-used tutor model eval and is available via API. Backers note that as AI accelerates discovery, teaching humans new findings may become the central bottleneck.

Related event: Humans& Launches &Tutor: Model the Learner First, Then Train the AI Tutor(13 posts)→

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