Proof Biases

Biases related to what counts as proof, how much proof is required, and who gets to demand proof from whom. Proof Biases include: demanding impossible standards of proof from marginalized groups; accepting weak proof from powerful institutions; treating absence of proof as proof of absence; requiring proof for some claims but not others; using "proof" as a gatekeeping concept to dismiss what threatens established views. Proof Biases are about power as much as epistemology—who has to prove, who gets to demand proof, whose proof counts.

Proof Biases "They demanded proof of systemic racism. When shown statistics, they demanded personal stories. When shown stories, they demanded experiments. When experiments aren't possible, they concluded it doesn't exist. That's Proof Bias—moving the goalposts because you don't want to see. Proof isn't neutral when some have to prove and others just get to assert."

Proof Biases by Dumu The Void March 1, 2026