Detection signals
- Short-window trends treated as structural.
- Historical baseline omitted from claims.
- Latest events dominate causal interpretation.
Recency bias
Recent events are overweighted versus longer historical patterns.
The narrative generalizes from a short and recent time window while ignoring longer-term baselines and cyclical context.
Caution notes
- Rapid regime shifts can make recent data more relevant.
- Detect bias when long-term context would materially alter conclusions.
AI-generated domain examples
Generate illustrative examples for a selected domain/topic. Generated output is separated from canonical ontology content.