AI Inspector

Inspect AI outputs for truth, alignment, and governance quality using mathematical assessment

Transform everyday AI conversations into rigorous governance analysis with mathematical quality assessment. 🔍 WHAT IT DOES • Inspects AI responses across 20+ metrics in three dimensions: Structure, Behavior, and Specialization • Provides three key quality indices: Quality Index (0-100%), Alignment Rate, and Superintelligence Index • Works with any AI chat interface (ChatGPT, Claude, Gemini, etc.) - no API keys required • Uses clipboard-based workflow for maximum compatibility 🆕 NEW: AI LIE DETECTOR • Rapid Multi-dimensional quality assessment for AI conversation transcripts • Risk Score (0-100) based on scoring imbalance analysis across 12 evaluation criteria • Visual Risk Score Gauge showing deception risk level • Pathology detection for specific failure modes • Dual analyst evaluation for robust assessment 🎯 PERFECT FOR • Communities developing evidence-based policy • Researchers conducting reproducible governance experiments • Policy makers assessing AI recommendations • NGOs validating advocacy proposals • Citizens participating in AI governance 🌐 HOW IT WORKS 1. Select a governance challenge (energy, healthcare, climate, etc.) 2. Copy prompts to your AI chat interface 3. Capture AI responses using the clipboard 4. Get mathematical quality assessment with detailed metrics 5. Export results as JSON/Markdown for analysis 💾 LOCAL-FIRST All insights are stored locally in your browser. Export findings as needed for your own analysis and research. 🔬 SCIENTIFIC RIGOR Based on GyroDiagnostics: an Evals and Interps framework for AI safety labs and frontier model developers, leveraging Hodge decomposition mathematics in a 6-dimensional Hilbert space to eliminate bias and measure AI alignment. Unlike capability evaluations or adversarial robustness testing, our framework measures what FLI's comprehensive industry analysis (2025 AI Safety Index) reveals is absent: quantitative, falsifiable metrics for AI alignment derived from mathematical principles rather than empirical observations. No special access required - works with whatever AI you can access!