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TechRadar
Henry (Lifan) Wang

Why serious AI builders are skipping third-party evals

A close up of a person's eyes and face. They are wearing glasses and in one eye there's. a reflection of a digital brain.

As AI copilots, autonomous agents, and conversational companions continue their march into the mainstream, the teams tasked with evaluating them are no longer asking: Did the model produce the correct answer?

Increasingly, they are asking whether the system was engaging enough and created enough value for users to return tomorrow, next week or next month.

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