Objectivity Bias

The mistaken belief that a truly "objective" perspective is possible or necessary for valid knowledge, used to dismiss viewpoints that are explicitly situated, personal, or experiential. It ignores that all observation is theory-laden and all knowers have a position. This bias falsely equates impartiality with truth, often to delegitimize marginalized voices whose "objectivity" has been historically denied by the very systems they critique.

Example: Dismissing a Indigenous community's knowledge about local ecosystem changes because it's "anecdotal" and "not objective science," while privileging sparse satellite data, commits Objectivity Bias. It rejects a deep, situated observational history in favor of a distant, "neutral" measurement that may miss crucial, on-the-ground nuances.

by Dumu The Void February 4, 2026

Neutrality Bias

The fallacious demand that to be taken seriously, an argument must be presented with detached, emotionless "neutrality," especially in politicized debates. This bias weaponizes the tone of delivery against the substance of the argument. It dismisses passionate advocacy for justice, accounts of personal trauma, or moral outrage as "unobjective," thereby protecting the status quo by requiring that its victims debate their own suffering in the calm language of their oppressors.

Example: A speaker detailing systemic racism is interrupted with, "You're too angry to be logical. If you could state your case neutrally, we could listen." This is Neutrality Bias. It invalidates the argument by criticizing the justifiable emotional presentation, prioritizing the comfort of the audience over the reality of the content.

by Dumu The Void February 4, 2026

Wiki Bias

A subset of Encyclopedia Bias specific to wiki-style platforms, exacerbated by their open but anarchic structure. Bias emerges from administrator fiat, the tyranny of persistent editors with too much time, and sourcing rules that favor established publications (which have their own biases). The result is an illusion of crowd-sourced neutrality that actually codifies the prejudices and blind spots of a specific, digitally-enabled managerial class.

Example: A wiki page for a recent scientific controversy locks as "settled" the viewpoint supported by major institutional press releases. Dissenting studies from reputable but less famous journals are removed for "lack of reliable sources," enacting Wiki Bias. The open platform becomes a tool for enforcing a specific orthodoxy under the banner of procedural rigor.

by Dumu The Void February 4, 2026

Encyclopedia Bias

The systemic editorial slant found in crowd-sourced or traditionally edited encyclopedias, where articles are shaped not by pure facts, but by the consensus of their most active, vocal, or ideologically motivated editors. This creates a bias toward mainstream, established, or "acceptable" viewpoints, while marginalizing fringe, controversial, or emerging perspectives—regardless of their factual basis. It mistakes consensus for truth and editorial policy for objectivity.

Example: On a major online encyclopedia, the article for a controversial political theorist is relentlessly framed with labels like "conspiracy theorist" and "widely debunked," while their substantive arguments are buried. This Encyclopedia Bias reflects the victory of one editorial faction in the "edit wars," presenting a settled, negative narrative as neutral fact.

by Dumu The Void February 4, 2026

Observer Blind Spot Bias

A form of bias affecting even those attempting neutrality, where an observer (a journalist, a reviewer, a judge) subconsciously filters information to only register data that confirms their pre-existing narrative or desired outcome. They believe they're being fair, but their perception has a "spot" that's blind to inconvenient facts. This is especially dangerous because the observer's perceived impartiality lends false credibility to their skewed interpretation.

Example: A journalist covering a polarizing protest aims for neutrality. However, due to Observer Blind Spot Bias, they only see and report on the handful of violent acts by one side, framing the entire event as a riot, while their blind spot prevents them from even noticing the peaceful majority and the provocative actions of police, crafting a "balanced" report that's subtly biased.

by Dumu The Void February 4, 2026

Inverted Blind Spot Bias

The cognitive flaw where an individual is hyper-vigilant and excessively critical about potential biases, methodological weaknesses, or assumptions in opposing viewpoints or rival paradigms, while remaining completely oblivious to the same—or even more severe—flaws within their own favored position. It inverts the classic blind spot: you can't see the problems in your own "objective" lens because you're so busy polishing it to spot dust on everyone else's.

Example: A staunch materialist neuroscientist meticulously critiques a consciousness study for any hint of dualist language, labeling it unscientific. Yet, they remain utterly blind to their own Inverted Blind Spot Bias: their unexamined assumption that subjective experience must be fully reducible to neural activity is itself a non-provable metaphysical stance, not a neutral scientific fact.

by Dumu The Void February 4, 2026

Discredit Bias

An entrenched, often ideological predisposition to automatically reject, undermine, or find fault with any evidence, study, or claim that challenges a deeply held paradigm or belief—even when the evidence is robust. It’s not skepticism; it’s a reflexive defense mechanism disguised as critical thinking. The goal isn't to evaluate, but to protect the status quo by any means necessary, using hyper-critical scrutiny on contrary findings while giving supportive evidence a free pass.

Example: Whenever a rigorous, peer-reviewed study suggests potential neurological benefits of a psychedelic compound, a critic with Discredit Bias immediately attacks the methodology, sample size, or researchers' backgrounds, not to engage with the science, but with the predetermined goal of dismissing it entirely to protect the "drugs are bad" paradigm.

by Dumu The Void February 4, 2026