Diagnostic Tool
The Inference Auditor
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Module 4
The diagnostic engine will be connected in a future build module.
The form above previews the input interface. Full analysis functionality — including the annotated text view, semantic density scoring, failure mode detection, and prior prescription — is coming.
Semantic Density Score
Measures information-per-token ratio against configured benchmarks.
Failure Mode Detection
Identifies which of the eight failure modes are active in the response.
Drift Analysis
Tracks quality degradation across the response from beginning to end.
Prior Prescription
Recommends specific meta-cognitive priors to address detected failures.