{ "production_architecture": "TIERED_HYBRID_SPECIALIST", "tier1_fast_path": "RULE_REGISTRY_V6", "tier2_specialist_model": "dxa-0.7b-v0.7", "tier3_escalation_model": "dxa-1.5b-v0.5", "tier4_human_review": true, "routing_policy": { "student_canary_pct": 25.0, "escalation_threshold_confidence": 0.85, "escalation_threshold_novelty": 0.35 }, "rollback_protection": { "active": true, "fallback_model": "dxa-1.5b-v0.4", "max_consecutive_regressions": 0 } }