RECAP: Regression Evaluation for Continual Adaptation of Prompts

In three linesRECAP is a benchmark measuring continual prompt adaptation under evolving constraints in production. Six prompt optimization methods evaluated across four LLMs show no significant improvement in proactive protocol (adapt-then-test). Current approaches designed for offline/reactive settings fail in deployment with changing constraints.

Summary generated by Claude — human-verified