Detection signals
- Strong certainty language with limited evidence.
- Missing confidence intervals or uncertainty bounds.
- Alternatives dismissed prematurely.
Overconfidence bias
Confidence in claims exceeds evidentiary support.
The narrative presents uncertain judgments as near-certain, with weak calibration of probability, error bounds, or alternative scenarios.
Caution notes
- High confidence can be warranted in mature evidence domains.
- Flag when certainty outpaces evidence quality.
AI-generated domain examples
Generate illustrative examples for a selected domain/topic. Generated output is separated from canonical ontology content.