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Showing content with the highest reputation on 11/12/2025 in all areas

  1. How Should AI Be Monitored After Deployment?

    1 point
    🏆 Winner – Adil Khan (Banking: Fraud Detection): Daily accuracy guardrails, 5% false-alert brake, explicit drift detection, weekly fairness audits, and retrain triggers <90% accuracy — plus board-level governance. This is deployment-grade. 🥈 Runner-up – Asangi Pathirana (Apparel Capacity): MAPE-based alerts (>10%), business KPI tracking (OTD, overtime, line efficiency), feature-drift checks, and clear 2–3-week retrain triggers. Tight and practical. ✅ Also approved: Arul Palani (E-commerce Recos), Barbara Feijen (CRM/BI Sales Insights).
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