The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
Investment fund managers who acknowledge that behavioral biases distort market decisions in general nonetheless believe their own trading strategies are free of such influence, leading them to reject systematic debiasing protocols and ignore advisory input.
Medicine & diagnosis
Physicians accept that pharmaceutical gifts might unconsciously bias other doctors' prescribing behavior, yet believe their own prescribing remains purely evidence-based, making them resistant to conflict-of-interest policies they consider unnecessary for themselves.
Education & grading
Teachers who attend workshops on grading bias become adept at spotting favoritism in colleagues' assessments while remaining unaware that their own grading patterns systematically favor students who match their communication style or background.
Relationships
Partners readily identify each other's biased reasoning during arguments — noticing selective memory or emotional reasoning — while experiencing their own perspective as a clear-eyed account of what actually happened.
Tech & product
Product teams trained in UX biases vigilantly audit competitors' designs for dark patterns and manipulative framing while failing to recognize that their own A/B testing and feature prioritization are shaped by the same biases they critique.
Workplace & hiring
HR professionals trained in bias awareness more carefully scrutinize the hiring decisions of line managers for discrimination while remaining confident that their own candidate evaluations are objective and merit-based.
Politics Media
Partisans on both sides of an issue easily detect spin, cherry-picked data, and motivated reasoning in opposing media coverage while perceiving coverage aligned with their own views as straightforward reporting of facts.