CONCEPT
The Triumphalist Tradition
The research tradition in the AI discourse organized around capability expansion and democratization — measuring progress by productivity gains, adoption speed, and the compression of the imagination-to-artifact ratio.
The triumphalist tradition is one of the two primary research traditions competing for interpretive authority over the AI transition. It organizes its evaluation around a specific problem set: Can more people build more things? Can the gap between imagination and artifact be compressed? Can the barriers of skill, capital, and institutional access that previously gated participation in technology be lowered? By its own standards, the tradition is spectacularly successful. The democratization of capability, the twenty-fold productivity multipliers of Trivandrum, the Death Cross of SaaS valuations, and the accelerated adoption curves all confirm its central claim: AI is an amplifier of human capability. Laudan's framework accepts the tradition's successes but identifies the anomalies the tradition's own commitments cannot accommodate without modification.
In The You On AI Field Guide
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