D18-F04-A04 · QUALITY & DISTRESS · SYNTHETIC DATA

Sloan Accrual Measure

Change one synthetic accounting driver, watch component deltas, accrual amount, sign, and scaled magnitude recompute, and explain the result without crossing the accrual measure crosses zero.

The learning loop

1 · PredictName the direction before moving a driver.
2 · InspectFind the ratio, signal, contribution, or residual that changed.
3 · ReconcileTie the components to the raw score or model residual.
4 · BoundInterpret the screen without turning it into a finding.
Make a prediction before stepping

Base → current bridge

Scenario base
Current state
Headline delta

Keyboard: Left/Right step, Home resets, and Space plays or pauses when focus is outside a form control.

Current model output

Frozen equation

Accrual measure = [(ΔCA-ΔCash) - (ΔCL-ΔSTD-ΔTax) - D&A] / AvgTA

Component and diagnostic ledger

Changed cards are purple. Start here before interpreting the headline.

Response across 61 states

Model output across the selected accounting scenarioA deterministic synthetic sensitivity line with the current state marked.

Interpretation gate

Boundary: the accrual measure crosses zero

Visible intermediate: component deltas, accrual amount, sign, and scaled magnitude

Open exact point-in-time input and structured output

Input

Output


Synthetic teaching data only. A model score or residual is a historically specified screen—not an audit conclusion, rating, fraud finding, default forecast, or investment recommendation.