Definitions by Abzugal

Efficiency Contextualism

The application of contextualism to efficiency—the view that what counts as efficient varies with context, that there is no context-independent standard of efficiency. Efficiency Contextualism argues that a practice efficient in one context may be inefficient in another, that measures that work in some situations fail in others. Efficiency is always efficiency-in-context, never efficiency-in-itself. The theory calls for attending to context, for asking not just "is this efficient?" but "efficient in what context, for what purpose, under what conditions?"

Example: "The management technique had worked brilliantly in the tech startup. When applied to the hospital, it was a disaster. Efficiency Contextualism explained why: context mattered. What was efficient in one setting was destructive in another. He stopped importing solutions without asking whether the context fit."

Efficiency Contextualism by Abzugal February 21, 2026

Efficiency Perspectivism

The application of perspectivism to efficiency—the view that efficiency is always seen from a perspective, never from nowhere. Efficiency Perspectivism argues that there is no view-from-nowhere efficiency, no neutral measure that captures how well things work for everyone. Every efficiency claim comes from somewhere, serves some interests, reflects some values. The task is not to find the one true efficiency but to understand different perspectives, to see how efficiency looks from different positions. Efficiency Perspectivism is the philosophy of pluralism in evaluation, of the recognition that how well something works depends on who's asking.

Example: "He'd thought there was one way to measure efficiency—the right way. Efficiency Perspectivism showed him otherwise: efficiency looked different from different perspectives. From management, it was about output; from labor, about working conditions; from community, about local impact. None was the truth; all were true from somewhere. He stopped looking for the one measure and started learning to see from many angles."

Efficiency Perspectivism 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."

Efficiency Bias by Abzugal February 21, 2026

Theory of Efficiency Paradigms

The theory that efficiency operates within paradigms—frameworks that determine what counts as efficient, what methods are used to measure it, what values it serves. Efficiency Paradigms argues that different paradigms produce different efficiencies: what's efficient in a capitalist paradigm (profit maximization) may be inefficient in an ecological paradigm (sustainability); what's efficient in a bureaucratic paradigm (rule-following) may be inefficient in a creative paradigm (innovation). These paradigms are incommensurable—they can't be directly compared because they define efficiency differently. The theory calls for recognizing which paradigm you're in, and understanding that other paradigms have their own, different efficiencies.

Example: "He couldn't understand why environmentalists called the coal plant 'inefficient' when it produced so much power. The Theory of Efficiency Paradigms explained: they were in different paradigms. His paradigm measured efficiency by output; theirs measured by sustainability. Neither was wrong; they were just measuring different things. He started asking what paradigm he was in, and whether it was the right one."

Theory of Efficiency Paradigms by Abzugal February 21, 2026

Theory of Constructed Efficiency

A close cousin to the Theory of Efficiency Constructions, this theory emphasizes that efficiency is not discovered but made—built through decisions about what to measure, what to value, what to count. Constructed Efficiency argues that the very definition of efficiency is a social product, shaped by power and interests. An efficient transportation system might mean different things to commuters, environmentalists, and developers—and which definition prevails depends on who has power. The theory calls for examining how efficiency is constructed, whose interests its construction serves, and what alternatives are excluded.

Example: "The city claimed its new transit system was 'efficient.' The Theory of Constructed Efficiency asked: efficient for whom? Commuters? The system was slow. The environment? It ran on diesel. Developers? Property values near stops soared. The efficiency was constructed to serve real estate interests, not riders. Once she saw the construction, she couldn't unsee it."

Theory of Constructed Efficiency by Abzugal February 21, 2026

Theory of Efficiency Constructions

The theory that efficiency is not a natural or neutral measure but a constructed concept—built by particular interests for particular purposes, shaped by social, economic, and political forces. Efficiency Constructions argues that what counts as "efficient" depends on who's asking, what they value, what they're trying to achieve. An efficient factory from an owner's perspective (maximizing output per worker) may be profoundly inefficient from a worker's perspective (maximizing exploitation). An efficient healthcare system from a budget perspective (minimizing cost) may be inefficient from a patient's perspective (minimizing care). The theory reveals that efficiency is always efficiency-for, never efficiency-in-itself.

Example: "He'd always thought efficiency was just efficiency—a neutral measure of how well things worked. The Theory of Efficiency Constructions showed him otherwise: efficiency was always constructed, always from some perspective. The factory was efficient for profits, not for workers; the policy was efficient for budgets, not for people. He stopped asking 'is it efficient?' and started asking 'efficient for whom?'"

Theory of Efficiency Constructions by Abzugal February 21, 2026

Fallacy of Impossible Convincing

The fallacy of assuming that it is possible to convince or argue with anyone about anything—including positions so extreme, so absurd, so morally repugnant that they should be beyond the pale of debate. The Fallacy of Impossible Convincing imagines that reason is omnipotent, that every position can be engaged, that no topic is off-limits for discussion. It leads people to "debate" whether slavery should be reinstated, whether genocide has merits, whether racism is defensible—as if these were open questions rather than settled horrors. The fallacy ignores that some positions are not reached through reason and cannot be dislodged by it. Engaging them as if they were reasonable gives them legitimacy they don't deserve.

Example: "He insisted on debating whether racism had any merits—'just to hear all sides.' The Fallacy of Impossible Convincing had convinced him that every position deserved a hearing, that reason could handle anything. But some things aren't positions; they're atrocities. Engaging them as arguments legitimizes what should only be condemned. He wasn't being open-minded; he was being complicit."

Fallacy of Impossible Convincing by Abzugal February 21, 2026