The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
Investors tend to overweight dramatic, unusual market events (flash crashes, meme-stock surges) in their risk models while underweighting steady, incremental trends. The memorability of bizarre financial episodes inflates their perceived frequency and importance, skewing portfolio strategies toward guarding against rare spectacles rather than addressing more common, mundane risks.
Medicine & diagnosis
Clinicians may disproportionately recall rare, dramatic case presentations (e.g., a patient with an exotic parasitic infection) over common conditions they see daily. This can subtly bias differential diagnosis, causing physicians to consider unusual diagnoses more readily than warranted by base rates, simply because those cases are more mentally available.
Education & grading
Students who use bizarre or absurd mnemonics retain vocabulary and concepts more effectively than those who use straightforward repetition, but only when the bizarre items are mixed with standard material. Teachers who rely entirely on outlandish examples may find students remember the examples but not the underlying lessons, as everything becomes equally 'weird' and the distinctiveness advantage vanishes.
Relationships
People tend to remember the one outrageous fight or the one spectacularly romantic gesture far more than months of steady, caring behavior. This can distort perceptions of a relationship's overall quality, making it seem more volatile or more magical than it actually is, based on a few vivid, unusual moments.
Tech & product
Product designers leverage the effect by making key call-to-action buttons visually unusual (unexpected color, animation, playful microcopy) so users remember and return to them. However, if every element on a page competes for attention through novelty, the distinctiveness advantage collapses and users experience cognitive overload instead.
Workplace & hiring
During performance reviews, managers tend to recall the employee who made one spectacularly unusual presentation or one dramatic mistake far more than the employee who consistently delivered solid, unremarkable work. This skews evaluations toward memorable incidents rather than sustained performance.
Politics Media
News outlets exploit this effect by featuring bizarre or shocking stories that are more memorable than policy analysis or statistical trends. Voters subsequently overestimate the prevalence of dramatic events (e.g., unusual crimes, outrageous political statements) while underestimating slow-moving systemic issues, distorting public priorities.