Factuality Bias

The rigid and often disingenuous demand that arguments, especially in social or political realms, must be supported only by quantifiable, hard "facts," while excluding moral reasoning, ethical principles, visionary ideals, or appeals to justice as "subjective" and therefore irrelevant. This bias artificially narrows discourse to only what can be measured, silencing debates about values, rights, and the kind of world we ought to build.

Example: In a debate about poverty reduction, one side argues from a moral imperative for human dignity. The other retorts, "Show me the facts and economic models that prove dignity increases GDP, or your argument is just feelings." This Factuality Bias attempts to reduce a moral imperative to a spreadsheet calculation, dismissing ethics as irrational.

by Dumu The Void February 4, 2026

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

Factual Objectivity Bias

The belief that if you simply state enough discrete, verifiable facts, you have delivered objective truth—as if facts interpret themselves. The Factual Objectivist floods conversations with data points, assuming that the sheer weight of correct information will inevitably lead everyone to the same conclusion. They miss that facts are always selected, framed, and connected by someone with a perspective. Two people can agree on every fact and still disagree violently about what those facts mean. But the Factual Objectivist treats meaning as something that automatically falls out of facts, like water from a cloud.

"I've given you seventeen statistics about crime rates, so my point is proven," she said, unaware that her selection of statistics and her interpretation of their significance were doing all the work. Factual Objectivity Bias: drowning in data while starving for wisdom.

by Abzugal Nammugal Enkigal February 22, 2026