When Scalar Reward Isn't Enough: Reflective Text Evolution in GEPA and Compound AI
·2202 words·11 mins
When scalar reward isn’t enough: GEPA’s reflective prompt evolution and per-instance Pareto retention for compound AI language programs—natural-language feedback, LangProBe benchmarks, and how it compares to GRPO and MIPROv2.