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Evaluation
1 article tagged Evaluation.
24 March 2026 · 3 min · QAI Labs engineering
Evaluating agents when there is no single right answer
Accuracy works when there is a correct label. Most agent work has no label, several acceptable answers, and a trajectory that matters as much as the output. What we measure instead.
Start with the constraint.
Most of these projects are shaped by what you cannot do rather than what you want. Data that cannot leave the estate, a model you cannot host with a third party, a decision somebody has to justify to a regulator. Tell us yours and we will say honestly whether we can work inside it.