The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
Analysts and financial media tend to describe successful investments by in-group firms using abstract, dispositional language ('innovative company,' 'visionary leadership') while describing identical successes by competitor firms with concrete action descriptions, subtly reinforcing brand loyalty and industry tribalism.
Medicine & diagnosis
Healthcare providers may unconsciously use abstract language when describing non-compliant behavior by patients from demographic out-groups ('she is irresponsible about her health') while using concrete language for similar behavior by in-group patients ('he missed his Tuesday appointment'), reinforcing stereotypes about patient populations.
Education & grading
Teachers may describe a well-performing student from a favored group as 'intelligent' or 'gifted' (abstract trait) while describing an equally performing student from a less favored group as 'getting the answers right on this test' (concrete action), subtly shaping expectations and self-fulfilling prophecies.
Relationships
Partners tend to describe their own family members' positive behaviors with stable trait words ('my mom is generous') while using situational, concrete language for an in-law's identical behavior ('she bought us a gift'), preserving asymmetric perceptions of each family.
Tech & product
Product teams describe their own team's innovations using abstract, identity-level language ('we are creative problem-solvers') while describing a competing team's identical solutions with concrete descriptions ('they shipped that one feature'), influencing internal narratives about which team deserves more resources.
Workplace & hiring
In hiring and reviews, managers may describe a culturally similar candidate's achievements abstractly ('she's a natural leader') while describing an out-group candidate's identical achievements concretely ('she organized the quarterly meeting'), creating disparities in perceived potential.
Politics Media
Political media systematically uses abstract, dispositional framing for out-party scandals ('corrupt,' 'incompetent') while using concrete, event-specific language for in-party scandals ('the official misspoke at the press conference'), perpetuating partisan stereotypes and polarization.