The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
After market crashes, analysts construct narratives claiming the downturn was structurally inevitable given preceding conditions, ignoring that similar conditions in other periods did not produce crashes. This leads to overconfident models that treat complex, contingent outcomes as predictable certainties, distorting future risk assessment.
Medicine & diagnosis
In morbidity reviews, clinicians may treat adverse patient outcomes as inevitable consequences of pre-existing conditions, which discourages investigation into the specific contingent factors (timing, dosage decisions, staffing) that actually contributed. This can reduce institutional learning from errors.
Education & grading
When students fail a course, educators may retroactively label the failure as inevitable given the student's background or prior performance, ignoring interventions that might have changed the outcome. This fosters a fixed-mindset culture and reduces motivation to experiment with teaching approaches.
Relationships
After a breakup, people reconstruct the relationship as having been 'doomed from the start,' reinterpreting early warning signs as definitive proof of failure while ignoring the many moments of genuine connection and choice that could have led to a different outcome.
Tech & product
Product postmortems often treat a failed feature launch as having been inevitable due to market conditions or technical debt, rather than analyzing the specific contingent decisions (timing, user research shortcuts, prioritization choices) that shaped the outcome. This reduces teams' ability to learn actionable lessons.
Workplace & hiring
When an employee is terminated, colleagues often retroactively construct a narrative that the firing was inevitable from the start — 'They were never a good fit' — even though performance reviews were mixed and multiple factors contributed to the outcome.
Politics Media
Political commentators routinely describe election outcomes as inevitable after the fact, citing demographic trends or economic indicators as though they guaranteed the result, while ignoring that pre-election polls showed genuine uncertainty and that small shifts in turnout or messaging could have changed the outcome.