01 / landing
A token arrives with a clear point of view
The first beat should feel calm and directed. Readers need one object, one path, and one sentence that explains what this machine is about to move.
ThermoField systems atlas
T ThermoFieldA guided tour through token routing, free-energy descent, memory writing, and the runtime state machinery behind them.
Overview / scrollytelling system
The goal of this explainer is not to pile up cards. It is to lead readers through one continuous model: tokens enter, fields route, energy relaxes, memory writes, and the machine leaves behind a state you can inspect.
What this rebuild is optimizing for
Live narrative stage
The first beat should feel calm and directed. Readers need one object, one path, and one sentence that explains what this machine is about to move.
01 / landing
The first beat should feel calm and directed. Readers need one object, one path, and one sentence that explains what this machine is about to move.
02 / routing
The field bends the signal toward the next decision. That movement needs to feel guided and inevitable, like a line of thought tightening into structure.
03 / energy
The explainer gets stronger when free-energy descent feels visible rather than abstract. Brighter cores, darker floor tones, and a cleaner equation make the cost function feel real.
04 / relax
This is where the story usually loses discipline. The state needs to settle in one crisp sweep, with labels, spacing, and motion that still feel premium on mobile.
05 / write
The closing beat should emphasize persistence rather than spectacle. The memory node gets the halo, the path completes, and the viewer leaves with a lasting mental model.
Chapter map
Each chapter below drills into one part of the runtime, but they should all inherit the same voice: editorial top matter, a confident centerpiece, and then a precise technical breakdown.
How the original coupled-field narrative became a runtime with inspectable state.
HAWF-2M stateThe x / p / m / z / n state map, source weighting, and memory-bank geometry.
Energy lensThe free-energy terms that explain why relaxation moves the way it does.
Token flowA camera-driven pass through the runtime from read x to emit n.
Memory writingMerge, replace, and the slot-bank decisions that shape persistence.
Anytime inferenceConfidence thresholds, early exits, and the cost of another step.