Definitions by Abzugal
Statistical Domination
The exercise of power through statistical norms and metrics. Statistical domination occurs when statistical standards (e.g., p‑values, confidence intervals, average effects) are imposed as universal benchmarks, marginalising those who cannot meet them or whose experiences are not captured by aggregate numbers. It is a form of formal domination where the statistician or data scientist holds authority over the subject, whose messy reality must be forced into statistical categories. This domination hides behind objectivity: “the numbers don’t lie” – but the numbers are always someone’s numbers.
Example: “The hospital’s patient satisfaction surveys were used to punish doctors who served complex, non‑English‑speaking populations. Statistical domination: numbers used to enforce compliance, not care.”
Data Domination
The control exerted by those who collect, store, analyse, and interpret data over those who are the subjects of that data. Data domination includes surveillance capitalism, algorithmic management, and the power to define what counts as a “data point.” It operates through asymmetry: the data‑rich dominate the data‑poor, and those who can analyse data dominate those who cannot. Data domination is reinforced by the Data Guillotine, which makes the data seem neutral while obscuring the power relations embedded in its collection and use.
Example: “Workers had no access to their own performance scores, but those scores determined their shifts. Data domination: using information as a lever of control.”
Data Domination
The control exerted by those who collect, store, analyse, and interpret data over those who are the subjects of that data. Data domination includes surveillance capitalism, algorithmic management, and the power to define what counts as a “data point.” It operates through asymmetry: the data‑rich dominate the data‑poor, and those who can analyse data dominate those who cannot. Data domination is reinforced by the Data Guillotine, which makes the data seem neutral while obscuring the power relations embedded in its collection and use.
Example: “Workers had no access to their own performance scores, but those scores determined their shifts. Data domination: using information as a lever of control.”
Statistical Domination by Abzugal May 22, 2026
Scientific Consensus Guillotine
A rhetorical device that separates the existence of a scientific consensus from the evidence and reasoning that produced it. It treats consensus as a trump card: if scientists agree, that’s the end of discussion, and any dissent is automatically unreasonable. The Scientific Consensus Guillotine is used to shut down legitimate debate about the quality of evidence, alternative interpretations, or the sociology of consensus formation. It conflates “most scientists believe X” with “X is certainly true.” While consensus is evidence, the guillotine makes it absolute.
Example: “He cited the consensus on climate change and refused to discuss any specific data. The scientific consensus guillotine: cutting off all questioning by appealing to the majority.”
Scientific Consensus Guillotine by Abzugal May 22, 2026
Scientific Method Guillotine
A specific version that separates the scientific method (as idealised in textbooks) from actual scientific practice. It treats the method as a rigid, universal procedure—hypothesis, experiment, conclusion—and uses it to judge whether any inquiry is “real science.” The Scientific Method Guillotine ignores that different sciences use different methods, that discovery often precedes method, and that the method itself is a historical construct. It is used to dismiss historical sciences (geology, astronomy), field studies, and qualitative research as “less scientific.”
Example: “She presented an ethnographic study; he said it wasn’t real science because it lacked a control group. The scientific method guillotine, chopping off whole disciplines.”
Scientific Method Guillotine by Abzugal May 22, 2026
Science Guillotine
A broader version of the demarcation guillotine, used to separate “science” from all other forms of knowledge (philosophy, art, religion, indigenous wisdom). It treats science as the only legitimate source of truth, and any claim that cannot be verified by scientific methods is automatically nonsense. The Science Guillotine is often invoked with phrases like “science says” or “that’s not science.” It ignores that many important human questions (meaning, purpose, morality) lie outside science’s purview. It is the epistemological weapon of choice for aggressive scientism.
Example: “He dismissed her ethical argument with ‘that’s philosophy, not science.’ The science guillotine: if it’s not science, it doesn’t count.”
Science Guillotine by Abzugal May 22, 2026
Demarcation Guillotine
A sharp separation between “science” and “non‑science,” used to dismiss entire fields or practices as illegitimate. It draws a clean line based on a single criterion (e.g., falsifiability, empiricism, peer review) and then uses that line to exclude anything that doesn’t fit. The Demarcation Guillotine ignores the messy, contested history of demarcation and the fact that many legitimate disciplines (history, mathematics, design) don’t meet strict criteria. It is a favourite tool of scientistic debaters who want to purge “pseudoscience” without engaging with its content.
Example: “He declared that psychoanalysis was unscientific because it wasn’t falsifiable, and therefore worthless. The demarcation guillotine: one swing of the criterion, and an entire tradition is decapitated.”
Demarcation Guillotine by Abzugal May 22, 2026
Evidence Guillotine
A variant of the Formal Guillotine that separates evidence from its interpretation, provenance, and context. It treats evidence as self‑contained, objective entities that directly support or refute claims without need for interpretive frameworks. The Evidence Guillotine is used to demand that opponents “just look at the evidence” while refusing to discuss how evidence is selected, weighted, or contested. It ignores that what counts as evidence, and how much weight it carries, is always a matter of community standards and theoretical assumptions.
Example: “He presented a single study as definitive proof. When she pointed out publication bias and conflicting research, he replied ‘the evidence is right here.’ Evidence guillotine: slicing away the messy context of scientific debate.”
Evidence Guillotine by Abzugal May 22, 2026
Reality Guillotine
A philosophical and rhetorical device that separates “reality” from its interpretations, frameworks, and constructions. It posits that there is a single, brute reality that can be accessed directly by anyone who sets aside bias, and that any disagreement must come from someone being “out of touch with reality.” The Reality Guillotine is used to shut down perspectivist or constructivist arguments, claiming that they are mere word games against the solid facts of “the real world.” It ignores that all access to reality is mediated by concepts, language, and perception.
Example: “When she argued that different cultures experience time differently, he pulled out the reality guillotine: ‘Time is real. That’s just physics.’ He couldn’t see that physics itself is a cultural construction.”
Reality Guillotine by Abzugal May 22, 2026