A cognitive and metacognitive bias where individuals or institutions claim to occupy a position of pure impartiality—above the fray, free from bias, beyond politics—while systematically favoring certain perspectives, interests, or outcomes. The Bias of Impartiality is the belief that one can be truly impartial, that such a position is possible, and that one occupies it. It ignores that all knowledge, all judgment, all observation comes from somewhere—from a body, a history, a culture, a set of interests. The claim to impartiality is itself a move in a power game: it positions the speaker as neutral and everyone else as biased, without ever examining the speaker's own position. Judges claim impartiality while embodying the law's history of exclusion. Journalists claim impartiality while framing stories within dominant narratives. Scientists claim impartiality while working within paradigms shaped by funding, culture, and power. The Bias of Impartiality is not that we fail to be impartial; it's that we think we can be.
"I'm just being impartial, looking at the facts objectively." The judge said this while wearing robes that symbolize centuries of legal tradition, in a courtroom built on land stolen from indigenous peoples, applying laws written by property owners to protect property. Bias of Impartiality: the belief that one can stand nowhere while standing firmly on somewhere. Impartiality is not a position; it's a claim of power."
by Dumu The Void March 8, 2026
Get the Bias of Impartiality mug.A pervasive bias where human creations—institutions, systems, artifacts, knowledge—are treated as if they were impartial, objective, and free from the human interests that produced them. The Bias of Impartial Things projects neutrality onto things that are anything but neutral: science shaped by funding and paradigm, technology embedded with values and assumptions, culture carrying centuries of history, economics built on particular theories of human nature, law encoding power relations, secularism reflecting specific historical struggles. The bias treats these human products as if they fell from the sky, as if they weren't made by particular people in particular times with particular interests. It's the ultimate fetishism: forgetting that humans made the human world, and treating that world as natural, neutral, inevitable. The smartphone isn't impartial; it's built with minerals mined by children, designed by engineers in Silicon Valley, powered by algorithms trained on biased data. But the Bias of Impartial Things sees only the device, not the world that made it.
"The algorithm is impartial—it just processes data." Bias of Impartial Things: treating a human creation as if it weren't human. The algorithm was trained on historical data full of bias, designed by engineers with assumptions, deployed by companies with interests. But the bias sees only code, not context. The thing seems impartial; the world that made it disappears. Impartial things are never impartial; they're just things whose making we've forgotten."
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