Common sources of false confidence
- Repeated sources mistaken for independent confirmation
- Citations that do not support the precise claim
- Original datasets that were never inspected
- Confidence language stronger than the evidence
- Contradictory evidence omitted from the narrative
- Missing information treated as proof
- AI synthesis that hides uncertainty
- Professional presentation mistaken for reliability