The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
Investors often assume that financial advisors, analysts, or fund managers recommending products are primarily motivated by commissions or self-interest, leading them to dismiss sound advice or avoid professional guidance altogether — even when the recommendations are genuinely aligned with the client's goals.
Medicine & diagnosis
Patients may assume that a doctor recommending a particular treatment is motivated by pharmaceutical kickbacks or a desire to bill for procedures, rather than clinical judgment. This cynicism can lead to non-compliance or refusal of effective treatments, particularly when the recommendation involves costly interventions.
Education & grading
Teachers may interpret a student's challenge to a grade as motivated purely by grade-grubbing rather than a legitimate concern about fairness. Conversely, students may assume a teacher's strict grading reflects personal dislike rather than genuine academic standards, undermining the teacher-student relationship.
Relationships
Partners chronically attribute selfish motives to each other's suggestions and preferences — interpreting a partner's desire to spend time with friends as avoidance, or their gift-giving as guilt-driven — while viewing their own identical behaviors as natural and well-intentioned. This asymmetric attribution erodes intimacy over time.
Tech & product
Product teams may dismiss user feedback or feature requests as users being lazy or wanting things for free, rather than recognizing legitimate usability problems. Cross-functional teams also fall prey: designers assume engineers resist UI changes to avoid work, while engineers assume designers push aesthetics over performance for portfolio reasons.
Workplace & hiring
During performance reviews or promotion discussions, employees tend to view their own contributions as merit-based while assuming that colleagues who advance are benefiting from political maneuvering, favoritism, or self-promotion rather than genuine competence. This breeds resentment and reduces collaborative behavior.
Politics Media
Voters and partisans routinely assume that politicians from the opposing party are motivated entirely by power, donors, or personal gain, while viewing their own side's politicians as principled public servants. This asymmetric attribution of motive makes bipartisan compromise appear as capitulation to corruption rather than pragmatic governance.