Social Judgment Theory (Sherif & Hovland, 1961)
Persuasion is a judgment relative to an anchor. Around a person's current position lie three zones: the latitude of acceptance (positions they find agreeable), the latitude of rejection (positions they find objectionable), and the latitude of noncommitment (positions they neither embrace nor oppose). A message lands as more agreeable than it is if it falls inside acceptance (assimilation effect) and as more extreme/hostile than it is if it falls inside rejection (contrast effect). The more ego-involved the topic, the wider the latitude of rejection and the narrower acceptance — so highly committed people are hard to move and easy to boomerang.
Transfer. This kills the "make the boldest possible claim" instinct. For a reader with strong priors (a committed skeptic of AI, of your category), a maximal thesis lands in the rejection zone and contrast-effects you into looking like a shill — you move them backward. The move is to aim for the edge of their latitude of noncommitment: a claim adjacent enough to assimilate, then shift the anchor and repeat. Meet the audience where their acceptance band actually is, which is why the same piece must be re-anchored per arena rather than pitched once at maximum volume.
Kin: cognitive-dissonance · reactance · elm · models · anti-mid