HyThermal Skill

Hy + Thermal: Relational ACSet dynamics with Langevin temperature control

Version: 1.0.0 Trit: 0 (ERGODIC - bridges relational structure and thermal flow) Bundle: dynamics Fusion of: hyjax-relational + langevin-dynamics

Overview

HyThermal fuses relational thinking (ACSets/C-Sets) with Langevin dynamics for temperature-controlled exploration of concept spaces. Instead of treating thread analysis as static graphs, HyThermal models concepts as particles in a thermal bath:

• Concepts = Particles with positions in embedding space
• Relations = Potential energy between particles
• Temperature = Exploration vs exploitation control
• Fokker-Planck = Equilibrium distribution of concept activations