AI Reliability
Why You Can't Trust an LLM's '95% Confidence': Integrating AI Coding Tool Confidence Scores into Your Development Workflow
LLM self-assessed confidence is closer to a language pattern than a probability. This article explains why calibration is especially low in code generation and describes a workflow that uses confidence scores only for prioritization while leaving quality gates to CI/CD verification.