D18-F10-A04 · GUIDED LAB · SYNTHETIC DATA

Utility Fundamental Score

Predict, calculate, stress, and explain how one controlled change affects fundamental_score without changing the framework.

PREDICT BEFORE NUMERIC REVEAL

What will the next computed state do?

Commit to a direction, then compare your causal explanation with the adjacent result.

Choose a direction to reveal the adjacent numeric result.

Seven-scenario coverage matrix

Each scenario contains 61 independently computed states. Scenario zero focuses the exact canonical fixture; comparison scenarios retain a stable stress focus.

ScenarioFocusPurposeFocus stateValue rangeDecision segments

Full 61-state output series

Utility Fundamental Score scenario series The complete deterministic output series with the current state marked.

Compressed state-transition ledger

Adjacent states with the same decision signature are grouped so equality boundaries and branch changes remain reviewable.

StepsStateDecisionPrimary-value movement

Current synthetic input


  
Structured output audit




Keyboard: Left/Right steps the state; Space plays or advances once under reduced motion.