When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs

Ryo Kamoi

Ryo Kamoi is a PhD candidate at Penn State University, supported by 2026 Google PhD Fellowship. His research focuses on self-evolving LLM agents and LLM-based verification of LLM responses and intermediate steps.