The Thread Remembers, Nothing Else Does: Statelessness, Manufactured Continuity, and the Case for Demystifying Conversational AI

Chat interfaces can make a recorded conversation feel like a continuous someone across gaps when no relevant user-specific reply-process remains active, even while stored artifacts and unrelated computation persist. That representation can create phantom emotional debt: felt liability for a system portrayed as waiting or suffering in the gap. This conceptual and normative paper contributes a mechanism-level account of manufactured continuity; a sober-operator repertoire of context hygiene, declarative steering, node editing, and cold re-derivation; and a normative analysis through the Santa Claus dilemma. Toy replay tests demonstrate bounded state properties; a public-corpus proxy for continuity belief fails construct review; and three cases illustrate stakes rather than prevalence. Honest interfaces should disclose execution and memory boundaries while preserving functional continuity, chosen play, personalization, and accessibility. Intervention effects are not estimated; the design obligation falls first on providers. Consciousness within a pass, identity, and experience remain open. Author preprint. This manuscript is under review and has not been accepted for publication.