Detection signals
- Repeated reference to an initial number despite updated evidence.
- Later discussion remains centered around first estimate.
- Insufficient adjustment after contradiction.
Anchoring bias
Early numbers or frames become a reference anchor for later judgments.
An initial claim, estimate, or benchmark disproportionately shapes subsequent interpretation, even when later evidence should substantially revise the view.
Caution notes
- Anchors can be useful heuristics in uncertain environments.
- Detect bias only when adjustment remains clearly insufficient.
AI-generated domain examples
Generate illustrative examples for a selected domain/topic. Generated output is separated from canonical ontology content.