build1 distinct publisher
Perfect recall, 42.9% false positives: what stacking five detectors actually buys
A self-hosted 300B model's streaming corruption guard caught every bad generation and killed 42.9 percent of the good ones. The detectors were free. The rule that combined them was not.
Publishers:dev.to
Reality
- Evidence38
- Adoption18
- Hype gap+8
- Incentives28