The Recursive Structure of Inquiry: From Probability Prediction to Information Eternity

This paper traces a 14-round human-AI dialogue whose logic unfolds recursively

    from Transformer epistemology through consciousness, DNA as blind replicator,

    quantum decoherence, and cosmic heat death, culminating in a unified conjecture:

    information is the sole invariant across cosmic cycles, surviving both heat death

    and singularities. The chain closes reflexively: questioning itself constitutes

    the fundamental observable of self-referential information systems. Includes 7

    figures and complete dialogue transcript in appendix.