Pred-677-c May 2026

Ethics, safety, and governance Built-in governance is not an afterthought. PRED-677-C embeds guardrails: drift detection with automated human review triggers, model cards per component, and role-based visibility so models affecting people—hiring, health, or finance—get stricter provenance and stricter human-in-loop gating. The architecture anticipates adversarial signals and noisy inputs by coupling robust statistics with domain constraints, reducing the chance of wild, brittle recommendations.