FinAssure-ShiftBench / Browser-native research demo

Evidence before deployment.

Estimate a documented benchmark-policy breach probability from aggregate audit telemetry only. The FinAssure Fragility Index executes locally in your browser; no values are uploaded by this Space.

RESEARCH BOUNDARY — This is not a credit decision, model approval, compliance certification, legal fairness finding, or substitute for independent validation and accountable human review.

Audit input

Source / portfolio context

Base model family

Benchmark policy

Experiment seed

Training rows

Baseline evaluation rows

Stress evaluation rows

Score PSI

Baseline ROC-AUC

Baseline PR-AUC

Baseline Brier score

Baseline ECE

F1 at 0.50

Precision at 0.50

Recall at 0.50

Mean model score

Observed positive rate

Supported group TPR gap

Supported group FPR gap

Supported group precision gap

Minimum group support

Group diagnostics are support-suppressed