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Computational Mechanisms of the AI Placebo Effect: A Bayesian Re-Analysis of Expectation-Driven Performance in Human–Computer Interaction

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engineering-psychologyhuman-computer-interactionindustrial-and-organizational-psychologyinnovation-and-technologysocial-and-behavioral-sciences
The AI placebo effect, whereby the mere belief in artificial intelligence assistance alters user expectations and task performance, is an established phenomenon in human-computer interaction (HCI). Yet the cognitive mechanisms linking placebo beliefs to objective behavioural outcomes remain poorly u
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