LLM Self-Correction on Cognaptus

LLM Self-Correction on Cognaptus https://cognaptus.com/tags/llm-self-correction/ Recent content in LLM Self-Correction on Cognaptus Hugo -- 0.145.0 en-us Thu, 30 Apr 2026 00:00:00 +0000 Ctrl+Z Is Not a Strategy: When LLM Self-Correction Actually Works https://cognaptus.com/blog/2026-04-30-ctrlz-is-not-a-strategy-when-llm-selfcorrection-actually-works/ Thu, 30 Apr 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-04-30-ctrlz-is-not-a-strategy-when-llm-selfcorrection-actually-works/ A control-theoretic reading of why iterative LLM self-correction often degrades results—and how businesses should decide when to let agents revise themselves.