Meta-Reflective Evolution Effectively Improves Production AI Systems
Large Language Model (LLM)-guided evolutionary optimization has successfully improved prompts, programs, and even entire AI systems. Most optimization methods select a candidate from the search frontier, then mutate it in one LLM pass based only on its failures. This focus on the frontier can stall on production AI sys...
Seunghyun Yoo, Chang Zeng, Aditi Somayajula et al.
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