Evaluation & Measurement

How you know it works — and whether the measurement can be trusted. In scope: benchmark design and critique, matched-budget controls, contamination and overfitting to the eval set, agent benchmarks, eval-to-deployment gap, measurement methodology. Out: the findings themselves, which belong to whichever rung they move.