SRVD framework demonstrates non-equilibrium dynamics of persistent structures, indicating implications for viability and runaway scenarios.
SRVD proposes a new ontological subject: the persistent structure—any negentropic configuration capable of maintaining continuity under energetic constraints. The framework shows how such a structure’s viability is governed by V = I_net·T / E_eff, where I_net is effective causal information, T viability time, and E_eff thermodynamic cost. Collapse of the endogenous time horizon T_pred triggers a Myopic Runaway Regime (e.g., AI reward hacking). SRVD yields testable predictions, including that T_pred collapse precedes physical runaway. It is incommensurable with steady‑state theories like the Free Energy Principle.
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liangruifeng (2026) studied this question.
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