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evaluation

Three families of AI evals shown as comparison cards: capability, safety, and production.

What are AI evals? The work that decides whether a model ships

Evals are how labs decide a model is ready to ship — and how buyers decide which model to buy. A plain-English guide to capability, safety, and production evals, the LLM-as-a-judge pattern, and what changed in 2026.
Insightful AI Desk 15 May 2026

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