Why the AI Discourse Generates Heat Instead of Light

The AI discourse is not a debate. Calling it a debate implies that participants share a framework within which evidence can be presented, evaluated, and adjudicated — that they disagree about conclusions drawn from shared premises. Fleck's framework reveals something more structurally intractable: the AI discourse is a collision of thought collectives, each operating within a thought style that determines what counts as evidence, what counts as valid inference, and what counts as a question worth asking. The collision produces heat not because participants are irrational but because rationality itself is internal to thought styles, and there is no thought-style-independent standard to which all parties could appeal. The major collectives — triumphalists, elegists, critics, builders, and the silent middle — each see something real, each render other features invisible with equal thoroughness, and each experience their own perception as direct apprehension of reality.