- Ground-Truth Learning Loop
Make correctness explicit, encode it in shared examples, and iterate against that standard continuously.
User behavior is not a reliable target. Define your own correctness, hold cross-functional labeling sessions, build a test set, start evals with only a few cases, and add online metrics. That creates a loop from judgment to data to evaluation to improvement. #
Wednesday, 8 April 2026