Scientific Method Biases

The collection of biases that distort how the scientific method is understood, applied, and evaluated—not biases within science, but biases about the scientific method itself. These include: treating the method as a rigid, unvarying procedure rather than a flexible set of practices; assuming all sciences use identical methods; believing the method guarantees truth rather than reducing error; mistaking the idealized textbook description for the messy reality of actual scientific practice; and using "the scientific method" as a cudgel to dismiss any inquiry that doesn't match one's narrow conception of it. Scientific Method Biases are the meta-cognitive errors that prevent people from understanding how science actually works.

Scientific Method Biases Example: "He dismissed an entire field as 'unscientific' because it didn't use double-blind randomized controlled trials—his Scientific Method Bias made him mistake one field's methods for the universal template of all science."

by Dumu The Void March 13, 2026

Scientific Method Bias

The specific bias where one treats a particular understanding of the scientific method—usually the simplified hypothesis-experiment-conclusion model from textbooks—as the exclusive, universal, and timeless template for all legitimate knowledge-seeking. Scientific Method Bias dismisses historical sciences (geology, astronomy, evolutionary biology) because they can't run experiments, social sciences because they can't fully control variables, and any inquiry that doesn't match the template as somehow less valid. It mistakes one useful procedure for the procedure, one historical development for the timeless standard, one cultural product for the universal logic of inquiry.

Scientific Method Bias Example: "He claimed history wasn't a real science because you can't run experiments on the past—pure Scientific Method Bias, mistaking one field's methods for the definition of science itself."

by Dumu The Void March 13, 2026

Objective Truth Biases

The collection of biases that cluster around the concept of "objective truth"—the tendency to treat one's own perspective as uniquely objective, to assume that objectivity requires the absence of perspective rather than the rigorous examination of it, to mistake culturally-shaped standards for universal ones, and to use "objectivity" as a weapon against views one dislikes while exempting one's own. These biases include: treating quantification as inherently more objective than qualitative description; assuming that numbers don't lie (while ignoring how they're collected, interpreted, and presented); believing that one's own cultural position is the "view from nowhere"; and using "objective truth" to dismiss the legitimacy of other ways of knowing.

Example: "His Objective Truth Biases meant he thought his perspective was simply 'reality' while everyone else had 'opinions'—he didn't see his own cultural assumptions as assumptions at all."

by Dumu The Void March 13, 2026

Objective Truth Bias

The specific bias where one believes their own perspective, framework, or worldview simply is objective truth—not a perspective among perspectives, but reality itself perceived clearly. Objective Truth Bias operates when someone says "I'm not biased, I just see things as they really are" while everyone else is blinded by ideology, culture, or self-interest. It's the bias that makes one's own assumptions invisible—they're not assumptions, they're just true. This bias is the cognitive foundation of dogmatism: if you believe you have direct access to objective reality, then disagreement can only be explained by error, bad faith, or pathology in others.

Example: "He didn't argue his position—he simply asserted it as objective truth, and treated all disagreement as evidence of his opponents' irrationality. That's not confidence; that's Objective Truth Bias."

by Dumu The Void March 13, 2026

Evidence-Based Biases

The collection of biases that arise from the misapplication of "evidence-based" thinking—treating evidence as a magic word rather than a practice, demanding evidence asymmetrically, mistaking certain kinds of evidence (usually quantitative) as inherently superior, ignoring the values and assumptions embedded in what counts as "evidence," and using "evidence-based" to dismiss any claim that doesn't fit narrow evidentiary standards. These biases don't reject evidence—they fetishize it, turning a valuable tool into a weapon of dismissal and a shield against genuine engagement with complexity, uncertainty, and other ways of knowing.

Example: "His Evidence-Based Biases meant he demanded randomized controlled trials for community wisdom that had worked for centuries—not because he valued evidence, but because he valued only his kind of evidence."

by Dumu The Void March 13, 2026

Evidence-Based Bias

The specific bias where one treats "evidence-based" as an automatic warrant for one's position and a automatic disqualifier for others', without actually engaging the quality, relevance, or interpretation of the evidence. Evidence-Based Bias operates when someone says "the evidence supports my view" as a conversation-ender, without acknowledging that evidence is always interpreted, that different evidence can support different conclusions, that evidence alone never dictates policy or values, and that "evidence-based" is often claimed by all sides. It's the bias that turns the legitimate principle of grounding claims in evidence into a rhetorical cudgel.

Example: "He kept saying his position was 'evidence-based' as if that settled everything—pure Evidence-Based Bias, using the word 'evidence' to avoid actually discussing what the evidence showed."

by Dumu The Void March 13, 2026

Whac-A-Mole Bias

A cognitive bias where a person focuses obsessively on the negative actions, flaws, or problems associated with minority groups or marginalized individuals, while systematically ignoring external factors, structural conditions, and the equivalent or worse actions of majority groups or society as a whole. Like the arcade game, the biased person's attention darts from one negative example to another, "whacking" each perceived problem with criticism—but never looking at the broader context or the behavior of the dominant group. A commentator who endlessly highlights crimes committed by immigrants while ignoring crimes committed by native-born citizens exhibits Whac-A-Mole Bias. A pundit who blames poverty on poor people's choices while ignoring systemic economic forces exhibits the same pattern. The bias lies in selective attention: problems affecting or caused by marginalized groups are hypervisible, while identical or worse problems among dominant groups are invisible. The result is a systematically distorted picture of social reality that reinforces existing hierarchies.

Example: "He could recite every statistic about crime in minority neighborhoods but had no idea about white-collar crime rates or political corruption—Whac-A-Mole Bias, whacking every visible mole while the whole lawn is infested."

by Dumu The Void March 17, 2026