Factuality Bias

The bias where one assumes that their facts are simply factual—not selected, not interpreted, not framed, but just facts. Factuality Bias ignores that facts are always chosen (these facts matter, those don't), always framed (this context, not that), always presented from a perspective (here, not there). The bias treats facts as self-evident, self-explanatory, self-sufficient—when in reality, facts are always interpreted, always situated, always partial. Factuality Bias is what makes people say "just look at the facts" as if facts didn't need looking at, as if they spoke for themselves.

Example: "She presented her facts as if they were simply 'the facts.' Factuality Bias meant she never had to explain why these facts, why now, why in this order. They were just facts—self-evident, self-sufficient. When he pointed out that other facts existed, that the same facts could be interpreted differently, she dismissed him as 'denying facts.' She wasn't wrong; she was just incomplete."

by Abzugal February 21, 2026

Objective Factuality Bias

The bias where one assumes that their facts are not just factual but objectively factual—true from any perspective, in any context, for any observer. Objective Factuality Bias is factuality bias combined with objectivity bias: the belief that one's facts are not just selected and framed but are simply the way things are. It's the bias of those who think their news source is "just the news," their data is "just the data," their evidence is "just the evidence"—while everyone else's is biased. Objective Factuality Bias is the favorite bias of pundits, of propagandists, of everyone who has ever presented a partisan view as simple reality.

Example: "His news source was 'objective'; everyone else's was 'biased.' Objective Factuality Bias meant he never had to question his own sources, his own framing, his own selections. His facts were just facts; others' facts were propaganda. The double standard was invisible to him, which is how it maintained his certainty."

by Abzugal February 21, 2026

Efficiency Bias

The cognitive bias where one assumes that their preferred measures of efficiency are simply "efficiency"—neutral, objective, universal—while dismissing other measures as irrelevant or biased. Efficiency Bias is what makes businesspeople assume that profit measures efficiency, that what's good for the bottom line is what works. It's what makes policymakers assume that cost-benefit analysis captures all relevant values. Efficiency Bias treats one construction of efficiency as the construction, one perspective as the perspective. It's the favorite bias of those who benefit from current definitions of efficiency, who don't want to ask "efficient for whom?"

Example: "He presented the profit numbers as proof of efficiency. Efficiency Bias meant he never had to consider environmental costs, worker well-being, community impact. His measure was the measure; everything else was secondary. When she pointed out what was excluded, he dismissed her concerns as 'not relevant to efficiency.' The bias was invisible to him, which is how it worked."

by Abzugal February 21, 2026

Imposter Objectivity Bias

The cognitive trap where someone believes they are being perfectly objective precisely because they are aware of their own flaws and limitations. It's the inverse of regular bias: instead of thinking "I'm right because I'm rational," the Imposter Objectivist thinks "I'm right because I know I might be wrong, therefore my constant self-doubt makes me more objective than you." This creates a smug meta-bias where humility becomes a shield against criticism. They wave their acknowledged limitations like a magic wand, as if admitting you could be biased means you automatically aren't.

"I'm not biased, I constantly question my own assumptions!" he said, while refusing to consider a single opposing viewpoint. That's Imposter Objectivity Bias—using the performance of self-doubt to avoid actual self-examination.

by Abzugal Nammugal Enkigal February 22, 2026

Confirmation Objectivity Bias

The sneaky belief that your conclusions are objectively true because you arrived at them through what feels like rigorous logic, when in reality you simply curated evidence that supported what you already wanted to believe. It's objectivity-flavored confirmation bias. You don't just seek confirming evidence—you convince yourself that the confirming evidence represents the true, unbiased reality, while dismissing disconfirming evidence as tainted by other people's bias. The more intelligent you are, the better you get at building elaborate rationalizations for why your preferred outcome is actually the "objective" one.

"I've objectively reviewed both candidates and determined mine is clearly superior," she announced, having only watched videos that confirmed her pre-existing views. Confirmation Objectivity Bias: when your conclusion was never in doubt but your ego demands the appearance of fairness.

by Abzugal Nammugal Enkigal February 22, 2026

Absolute Objectivity Bias

The delusional belief that pure, perspective-free, God's-eye-view objectivity is not only possible but something you personally have achieved. It's the epistemological equivalent of claiming you can levitate. The Absolutist doesn't just think they're right—they think they've transcended the very condition of having a perspective. Their opinions aren't opinions; they're just reality reporting itself through them. This bias is most common in people who have never seriously studied philosophy, neuroscience, or any field that might humble their certainty about certainty.

"I don't have opinions, I just have facts," said the man whose "facts" aligned perfectly with his political tribe's talking points. Absolute Objectivity Bias: mistaking your worldview for the world.

by Abzugal Nammugal Enkigal February 22, 2026

Relative Objectivity Bias

The comfortable middle-ground fallacy that truth is simply whatever emerges from averaging all available perspectives. It's objectivity via committee. The Relativist assumes that if you gather enough different viewpoints and split the difference, you'll naturally arrive at something approximating truth. This ignores that some perspectives are more informed than others, some are actively malicious, and the average of many wrongs rarely makes a right. It's the bias of people who think both sides in every debate are equally valid and the truth must live peacefully somewhere in the no-man's-land between them.

"One scientist says climate change is an existential crisis, one random guy on Facebook says it's a hoax—the objective truth is probably somewhere in the middle!" Congratulations, you've discovered Relative Objectivity Bias: mistaking intellectual cowardice for wisdom.

by Abzugal Nammugal Enkigal February 22, 2026