MetaTime v37.0: Cosmological Decompression and Recursive Error Correction The Universe as a Self-Optimizing Computational Manifold

We synthesize three MetaTime research threads into a single effective framework: (i) gravityas latency and horizon-limited irreversible processing [1]; (ii) the Human Delta/PCAM programfor agent-level impulsive perturbations and computational action closure [2]; and (iii) systemicentropy correction via entropy-debt liquidation in an open non-equilibrium system [3]. Treatingcosmology as an open dissipative evolution, we model cosmic expansion as the execution of anirreversible decompression map acting on a low-entropy initial macrostate. A nonzero latencycoefficient ΓL > 0 is interpreted as an information-geometric dissipation functional that limits localupdate throughput, and horizon thermodynamics yields an order-of-magnitude ceiling on averageirreversible power per Hubble patch, ⟨Pdiss⟩ ≲ κ c5/G with κ = O(1) [1]. We embed the dark-sectorclosure Q ≡ 3H βeff(a) ρL in a minimal Einstein-frame effective field theory (EFT) skeleton andadopt a stable PPF-IDE perturbation prescription suitable for CLASS/CAMB confrontation [15–19].We formalize “entropy debt” as accumulated log-surprisal deficits [3] and introduce a minimalhazard-based systemic-correction dynamics tied to a reconstructible processing proxy Π(a), enablingfalsifiable predictions. Finally, we state a teleological but operationally constrained extension:advanced inference systems act as a compiler phase compressing realized history into bounded seedinformation consistent with holographic limits [10–12