The Agent's World
Understanding the Process
Coherence-Rupture-Regeneration Coherence
C(t) = 0.00 Ω = 1.00
Ω
C(t) = ∫L(x,τ)dτ — coherence accumulates
Stage I: Simple Forms
Variational Free Energy F = 1.00
↓ minimised by accurate prediction
Accumulated Error ε̄ = 0.00
↑ residual that current schema cannot resolve
Agent awaiting instruction...
This agent learns through two processes: Active Inference (moment-to-moment prediction) and CRR (coherence building toward rupture). Master all five stages to witness what lies beyond.
Agent's Generative Model
I
Stages I-III

Simple Forms: Circles, triangles, squares.

Compound: Nested and combined structures.

Dynamic: Spirals, fractals, flow fields.

II
Stage IV: Emergent

Shapes showing collective behavior: flocking, phase transitions, coupled oscillators.

III
Stage V: Meta-CRR

Shapes that embody CRR itself—accumulate, rupture, regenerate. Self-similarity across scales.

IV
Beyond Stage V

When all meta-patterns are learned, the agent transcends into the infinite recursive structure underlying all inference through time.