CONCEPT
Camp Calcification
The Festingerian process by which provisional opinions harden into identity markers, identity markers harden into camp affiliations, and camp affiliations become self-reinforcing social structures that filter all subsequent evidence through the template established in the first hours of engagement.
Camp Calcification names the structural dynamic that
Leon Festinger’s theory of
cognitive dissonance predicts for any domain where high-investment positions meet public commitment and disconfirming evidence. The AI discourse of 2025 and 2026 was a natural experiment in calcification at scale: social media compressed the cycle of opinion formation from months to hours, each provisional assessment became permanent and globally visible, and the commitment began the compounding process before the person had engaged with the technology at a depth that could support a considered judgment. The result was not a discourse but an ecosystem of
asymmetric scrutiny—three camps (triumphalists, skeptics, resisters) each processing the same evidence through filters calibrated to produce the conclusions the camp already held, each supplying its members with continuous confirming evidence and collective reinforcement against the information that would otherwise demand expensive revision. What was lost in the calcification was not the evidence—the evidence was abundant on all sides—but the capacity to