GATE 1: FOUNDATION
P1: Cryptographic Validation
Ed25519, RSA-PSS, HMAC-SHA256 digital signatures
P4: Immutable Audit Trail
Blockchain-style chain hashing, tamper-evident logs
P8: Privacy Preserving
PII detection (email, phone, SSN, CC) & masking
GATE 2: INTELLIGENCE
P3: Risk Assessment
6-dimension scoring: financial, legal, ethical, operational, reputational, technical
P5: Multi-Model Consensus
Claude + Gemini + Local model agreement validation
P6: Confidence Scoring
Dynamic scoring based on content, source, history
GATE 3: REAL-TIME
P2: Information Currency
Temporal decay, freshness scoring, staleness detection
P7: Hallucination Detection
Pattern matching, uncertainty markers, citation verification
P9: Adaptive Thresholds
Self-adjusting validation thresholds via feedback loop