entropy-sequencer

Layer 5: Interaction Interleaving for Maximum Information Gain

Version: 1.0.0
Trit: 0 (Ergodic - coordinates information flow)
Bundle: core

Overview

Entropy-sequencer arranges interaction sequences to maximize learning efficiency. Instead of chronological replay, it reorders interactions to maximize information gain at each step, enabling 3x faster pattern learning.

NEW (Langevin Integration): Temperature-aware sequencing that respects Langevin dynamics and Fokker-Planck convergence analysis. Temperature from Langevin analysis directly controls the noise scale in sequence optimization.

Capabilities

1. arrange-by-max-entropy

Reorder interactions to maximize information content.