Formal Bias

Term used as a close synonym for Formality Bias, but with an emphasis on the preference for formal representations (equations, algorithms, models) instead of qualitative or narrative descriptions. Those who suffer from Formal Bias believe that “if it’s not formalizable, it’s not serious knowledge.” This bias is common in physicists who look down on biology (for being “less formal”), in economists who reduce everything to unrealistic mathematical models, and in science communicators who only respect quantitative studies. Formal Bias leads a person to ignore complex phenomena that cannot be easily formalized (such as emotions, power relations, historical processes), treating them as “less real.” The irony: modern mathematics itself acknowledges that there are incompleteness theorems and that not everything is formalizable – but Formal Bias ignores this.

Formal Bias Example: “A sociologist presented a detailed ethnography of a community. The physicist responded: ‘That’s anecdotal. Where’s the formal model? Without equations, it’s not science.’ The sociologist tried to explain the qualitative richness, but was ignored. Formal Bias in action.”

Formal Bias by Dumu The Void May 23, 2026