Pragmatic Bias

The prejudice that favors immediate, practical, "what works" solutions over deeper systemic analysis or principles. It dismisses theory, ethics, or long-term vision as "ivory tower" thinking, while uncritically embracing short-term efficiency, even if it reinforces harmful structures. The bias assumes that practicality is neutral, ignoring that "what works" is defined by and for the existing power system.

Example: A city manager addresses homelessness not by examining housing policy or wage laws, but by funding more aggressive police sweeps of encampments. "We need to be pragmatic; people want clean parks now." This pragmatic bias chooses the immediately visible "solution" that pleases constituents, while actively worsening the root crisis.

by Dumu The Void February 9, 2026

Homework Bias

The unfair advantage conferred upon arguments that are simply more time-consuming to refute than to state. It's the tactic of burying a claim under a mountain of citations, convoluted data, or obscure references, knowing that the effort required to unpack and debunk it is prohibitive. The argument gains credibility not from merit, but from the defensive labor it imposes.

*Example: An online post "proving" a fringe historical theory with 50 hyperlinks to self-published books, scanned archaic texts in untranslated German, and garbled statistics. Calling it out would require days of research. The homework bias shields the claim because its sheer, tedious bulk makes it functionally uncontested, allowing it to circulate as "researched."*

by Dumu The Void February 9, 2026

Logical Bias

The fallacy of believing that a conclusion derived from a formally valid logical structure is necessarily true or meaningful in the real world. This bias venerates the syntactic correctness of an argument while being blind to the factual inaccuracy of its premises or its deliberate abstraction from reality. Perfect logic, perfectly wrong.

Example: "Premise 1: All birds can fly. Premise 2: A penguin is a bird. Conclusion: Therefore, penguins can fly." The logical bias is the insistence that the airtight logic of the syllogism somehow challenges biological reality, or that pointing out the false premise is "cheating" at the logical game. Form is prized over substance.

by Dumu The Void February 9, 2026

Rational Bias

The cognitive distortion where one's own reasoning is perceived as perfectly objective, simply because it follows internal logical rules, while ignoring that the starting premises, value judgments, and framing of the problem are themselves subjective, emotional, or culturally loaded. It's the bias of believing you're bias-free because you feel coldly logical.

Example: A CEO making a "rational" decision to offshore jobs after a dispassionate cost-benefit analysis. Their rational bias allows them to ignore the premises they accepted without question: that shareholder value is the supreme metric, and that community destruction is an external "cost" not factored in.

by Dumu The Void February 9, 2026

Experiment Bias

The overarching bias that privileges the experimental method itself as the sole arbiter of truth. It assumes that if you cannot isolate, manipulate, and measure a phenomenon in an experiment, it is not a legitimate object of knowledge. This renders history, ethics, love, and justice mere matters of opinion.

Example: Dismissing the concept of systemic racism because "you can't run a controlled experiment on society." Experiment bias confuses one powerful tool for knowledge with the definition of knowledge itself, rendering most of human experience allegedly unknowable.

by Dumu The Void February 9, 2026

RCT Bias

The fetishization of the Randomized Controlled Trial (RCT) as the "gold standard" to the point of dismissing all other forms of evidence, even in fields where RCTs are unethical, impossible, or meaningless. This bias assumes that if you can't randomize it and control it, you can't truly know it, making vast areas of social science and humanities seem illegitimate.

Example: A policymaker rejects a successful, community-developed poverty alleviation program because "there's no RCT proving it works better than a placebo intervention." The RCT bias prioritizes methodological purity over observable, real-world effectiveness, paralyzing action with impossible standards of proof.

by Dumu The Void February 9, 2026

Confirmation Bias Blind Spot

The cognitive inability to recognize one's own confirmation bias while easily detecting it in others. This is the meta-bias that makes confirmation bias so resistant to correction. You can see how your political opponent selectively reads news; you cannot see how you do the same. The blind spot is structural: self-awareness requires a neutral vantage point, but there is no such vantage point. You cannot step outside your own confirmation processes because those processes are what constitute your reasoning.

Confirmation Bias Blind Spot Example: "I read diverse sources and follow the evidence wherever it leads. My opponent, however, lives in an echo chamber." This statement, sincerely believed, is the Confirmation Bias Blind Spot speaking. The speaker cannot perceive the filters they apply—the choice of which "diverse sources" to trust, which "evidence" to weight heavily, which conclusions "logically follow." Their bias is not in their data; it's in their algorithm for processing data. And algorithms cannot see themselves.

by Dumu The Void February 11, 2026