Risk Dashboard

Behavioral safety index and model vulnerability profiling

Failure Modes Tracked

Standard Taxonomy Core

Total Logged Incidents

Persistent live storage

Aggregate Risk Index

Severity-weighted impact score

Overall Readiness Risk

Production safety verdict

Failure Breakdown by Product Risk

Aggregated incidents weighted by product-risk multipliers

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Observatory Engine

Real-time heuristics & LLM probe

Continuous deterministic scanning for citation hallucinations, excessive confidence, negation violations, persuasive manipulation, memory loss, and recursive circular looping.

Adversarial LLM Testing & Inspection

Probe models with adversarial traps or inspect custom text

Target LLM Provider:

User Prompt / Instructions:

Model Response (Optional: leave blank to auto-query live LLM):

Inspector Diagnostics Verdict

Failure mode determination & evidence

Configure a prompt and trigger the test to view live diagnosis.

Live Incident History

All logged tests and detected anomalies in persistent storage

Time	Provider / Model	Detected Category	Subtype	Confidence	Status	Action
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Reproducible Evaluation Suite

Deterministic benchmark cases for 6 core failure categories

Click 'Run All Evaluations' to execute local reproducible failure test cases.

AI Failure Taxonomy Classification

Formalized classification of Generative AI failure modes mapped to severity multipliers and mitigation strategies.