4 August 2026 at 1:44 am
Summary
AI builders are shifting away from third-party evaluations, focusing instead on private, in-house systems that measure progress against business-specific outcomes and real-time user signals. This new approach integrates evaluation as a core product capability, creating a continuous learning loop to improve AI systems based on human expertise and user behavior.
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