The Triumphalist Tradition

In the AI Story

The tradition's core theoretical commitment is the amplifier thesis: AI functions as a neutral multiplier of human capability, expanding what a given person can do without changing what makes human work valuable. This thesis is elegant, testable, and well-supported by a substantial body of evidence. It also generates specific predictions: amplified users should report increased satisfaction, expanded capability should produce flourishing, democratized access should translate into broadly shared value.

The Berkeley study confirms the tradition's productivity predictions. Workers using AI work faster, take on more tasks, and expand into domains previously closed to them. The developer in Lagos stands as the tradition's moral center — the figure whose capability expansion represents democratic progress in the precise sense that only moral progress can be.

But the same Berkeley study generates anomalies the tradition cannot easily absorb. Workers report task seepage, work intensification, and the colonization of rest by productive engagement. The viral Gridley post documents what compulsion-amid-amplification looks like from inside a household. Segal's own confession in The Orange Pill catalogues the pattern: the exhilaration draining into compulsion, the inability to stop, the confusion of productivity with aliveness. If AI amplifies human capability, as the tradition predicts, these phenomena should not exist — or at least should not appear with the frequency and intensity observed.

The tradition's response pattern is diagnostic. When it acknowledges the productive addiction pattern and develops frameworks — AI Practice, organizational dams, structured pauses — to address it, the tradition is progressive. When it dismisses these patterns as adjustment costs or personal failings, it is degenerative. The tradition exhibits both responses, which is why Laudan's framework refuses to render a verdict prematurely. The tradition's trajectory is still being determined.

Key Ideas

The amplifier thesis. AI is a neutral multiplier of human capability; amplification preserves what makes human work valuable.

Capability as the primary metric. Progress is measured by what can be done, not by what is being experienced.

Democratization as moral core. The expansion of access — especially to populations previously excluded — grounds the tradition's moral authority.

Anomaly response as trajectory. Whether the tradition addresses productive addiction, depth atrophy, and distributional failure determines its progressiveness.

Debates & Critiques

Critics argue the tradition systematically undercounts costs because its metrics capture output rather than experience. Defenders argue that subjective reports of compulsion are themselves distorted by cultural pessimism about technology. Laudan's framework would reply: the anomalies are real either way, and a tradition that cannot account for them is revealing structural limits in its core commitments.