Power Asymmetry

In the AI Story

The narrative axis is the most underestimated. Scott was acutely sensitive to the relationship between vocabulary and power. In Domination and the Arts of Resistance, he argued that dominant groups control not only material resources but symbolic resources: the language in which grievances can be expressed, the categories through which experience is classified, the metrics by which success is measured. Control of the symbolic order means control of what counts as a legitimate argument. In the AI discourse, the proponent class controls the symbolic order almost completely, and the absence of legitimate vocabulary is what drives resistance underground.

The institutional axis is the most technically precise. Organizations reward what they can measure, and what they can measure is adoption. No productivity dashboard measures the erosion of tacit knowledge that occurs when junior professionals skip formative friction. No quarterly review evaluates whether architectural judgment has been preserved. No institutional metric captures professional grief. These costs are real, distributed across the bearing class, and invisible to the institutional systems through which decisions are made.

The consequence axis is the most fundamental. Scott was emphatic that power asymmetry is not merely a matter of who has more resources — it is a matter of who has more options. The proponent who mandates AI adoption and discovers three years later that the transition produced shallow practitioners can course-correct, rebrand, or move to a different role. The senior developer whose career has been restructured around skills that are no longer valued does not have comparable optionality. Time is not recoverable. Career trajectories are not easily reversed.

The triple asymmetry makes everyday resistance rational. This point must be stated with the directness it deserves, because the dominant discourse treats professional resistance to AI as personal failing — a lack of adaptability, a failure of imagination. Scott rejected this framing with the full weight of his career. People resist rationally when the power structure gives them no effective channel for influence, when open confrontation carries disproportionate risk, and when the decisions that will determine their futures are made in spaces from which they are excluded.

Origin

The framework developed across Scott's career but reached its mature form in Domination and the Arts of Resistance (1990), which made the triple-asymmetry argument explicit and connected it to the production of the hidden transcript. The application to knowledge work and AI is an extension of the structural logic, not a direct statement in Scott's texts.

Key Ideas

Three axes, not one. Narrative, institutional, and consequence asymmetries together produce the structural condition for invisible resistance.

Symbolic resources matter. Control of the vocabulary in which grievance can be expressed is itself a form of power.

Institutional blindness is architectural. Metrics capture what the institution is organized to see; what falls outside is not hidden but genuinely invisible.

Optionality defines the asymmetry. The proponent can absorb consequences that would be catastrophic for the resister — this differential optionality is the deepest structural inequality.

Rational resistance, insufficient outcomes. The same asymmetry that makes resistance the correct individual choice makes it inadequate for shaping the transition.

Debates & Critiques

Whether the framework applies with equal force across professional contexts is contested. Some domains have stronger collective traditions (medicine, law) that partially offset the triple asymmetry; others (software engineering, design) have weaker traditions that leave the asymmetry more extreme. Scott's framework accommodates the variation while insisting that the structural logic operates across the differences.