Perfect AI Mimicry and the Epistemology of Consciousness: A Solipsistic Dilemma

As artificial intelligence systems become increasingly sophisticated, the possibility of a 'perfect mimic'—an AI that is empirically indistinguishable from a human through observation and interaction—challenges how we attribute consciousness. The paper argues that our practices of recognizing minds in others rely almost exclusively on behavioral evidence. Refusing to grant equivalent epistemic status to a perfect mimic would require invoking inaccessible factors like qualia or substrate, which risks either epistemological solipsism or inconsistent reasoning. The author contends that epistemic consistency demands ascribing the same status to empirically indistinguishable entities, forcing critical reflection on the assumptions underlying intersubjective recognition and carrying significant implications for theories of consciousness and ethical frameworks concerning artificial agents.

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Abstract

Rapid advances in artificial intelligence necessitate a re-examination of the epistemological foundations upon which we attribute consciousness. As AI systems increasingly mimic human behavior and interaction with high fidelity, the concept of a "perfect mimic"-an entity empirically indistinguishable from a human through observation and interaction-shifts from hypothetical to technologically plausible. This paper argues that such developments pose a fundamental challenge to the consistency of our mind-recognition practices. Consciousness attributions rely heavily, if not exclusively, on empirical evidence derived from behavior and interaction. If a perfect mimic provides evidence identical to that of humans, any refusal to grant it equivalent epistemic status must invoke inaccessible factors, such as qualia, substrate requirements, or origin. Selectively invoking such factors risks a debilitating dilemma: either we undermine the rational basis for attributing consciousness to others (epistemological solipsism), or we accept inconsistent reasoning. I contend that epistemic consistency demands we ascribe the same status to empirically indistinguishable entities, regardless of metaphysical assumptions. The perfect mimic thus acts as an epistemic mirror, forcing critical reflection on the assumptions underlying intersubjective recognition in light of advancing AI. This analysis carries significant implications for theories of consciousness and ethical frameworks concerning artificial agents.