CONCEPT
Calcification of the AI Discourse
The accelerated hardening of opinions about AI within weeks of the technology's arrival — the compression of a process that previous transitions unfolded over years, produced by high-magnitude identity threat combined with instantaneous public commitment.
The discourse that formed around artificial intelligence in the winter of 2025 and early 2026 offers a natural experiment in the dynamics of dissonance at scale. Opinions formed under conditions of high emotional arousal, were published immediately through digital infrastructure that made every provisional assessment permanent and globally visible, and hardened with a speed that was itself diagnostic. Two variables produced the outcome: the magnitude of the identity threat and the publicness of the initial response. The combination compressed opinion formation from months to hours, producing camps that crystallized before most members had spent serious time with the tools they were debating.
In The You On AI Field Guide
The AI transition arrived not as incremental improvement but as qualitative transformation — what observers described as a phase transition, the way water becomes ice. A machine that could hold a conversation, interpret intention, and produce working software from natural-language description was a categorically