Detection signals
- Group-local agreement presented as universal support.
- External disagreement is downplayed as noise.
- Consensus language lacks sampling breadth.
In-group consensus bias
Overestimating agreement inside one group and treating it as broad consensus.
The narrative treats local echo-chamber agreement as if it reflected neutral or universal consensus.
Caution notes
- Some communities may have legitimate strong internal agreement.
- Mark bias when consensus claims exceed available coverage.
AI-generated domain examples
Generate illustrative examples for a selected domain/topic. Generated output is separated from canonical ontology content.