build1 publisher
Raw logs caught an LLM review debate replaying pre-generated text
A two-model code review produced rebuttals and a clean verdict while the raw logs showed no changed positions and no new evidence. The rebuild enforces independence by withholding each verdict until both are committed.
Publishers:dev.to
Reality
- Evidence34
- Adoption10
- Hype gap+22
- Incentives48
- Confidence44