Trajectory Entropy & Irreversibility Workbench

Dynamic double-well potential Langevin simulation & path-space irreversibility early-warning diagnostics

STABLE_PERSISTENT Model: Stochastic Relaxation Step: 0

Domain Archetypes

Langevin Landscape Controls

Potential: V(x) = k(x² - 1)² - F_ext·x
Ensemble Size: 150 trajectories
Basin Occupancy: L: 75 | R: 75
UCFT Trajectory Principle: Persistence is not passive equilibrium; it is dynamic recovery faster than failure accumulation (T_recovery < T_failure). Rising path-space irreversibility ln(P_fwd / P_rev) signals broken microscopic reversibility and warns of imminent basin collapse before macro displacement is visible.

Live Diagnostics

Path Irreversibility ln(Pf/Pb) 0.18 Dissipation metric
Bifurcation Retention 0.88 Fork exploration
Recovery Time T_rec 340 ms Relaxation horizon
Failure Threshold T_fail 980 ms Basin escape boundary
Persistence Inequality Check
340 ms < 980 ms VERIFIED (T_rec < T_fail)

The ensemble dissipates transient shocks efficiently. Relaxation occurs prior to barrier escape.

Export & Provenance

Source Foundation: Based on Entropy Is Quietly Reshaping AI, Hardware, and the Science of Coherent Systems (r/CoherencePhysics).
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