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AI in Financial Systems — Weekly Working Notes
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Phase 5 — Deployment Governance & Fairness Oversight
Apr 15, 2026
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18 min read
SS21 - Translating technical dashboards and model exceptions into governance-friendly narratives
Phase 1 — Enterprise AI Deployment Toolkit
Oct 23, 2025
15 min read
WS00 - Making Your AI Models Ready for Real-World Banking (Even If You're Starting From Scratch)
Phase 1 : Foundations of Enterprise AI Deployment
Oct 26, 2025
19 min read
SS01 - The real journey from "model ready" to "model in production"
Apr 5, 2026
20 min read
SS20 - How clustering logic supports investigations without labeled fraud data
Phase 2 — Data Governance & Security Controls
Dec 7, 2025
SS07 - Explain stability expectations and operational responses to drift
Mar 2, 2026
SS19 - Threat Models, Isolation, and Why Your Model Is More Dangerous Than Your Database
Phase 5 — Governance, Fairness & Deployment Controls
Mar 1, 2026
17 min read
WS18 - How Banks Actually Measure (and Fix) Discriminatory AI Without Drowning in Metrics
16 min read
WS17 - The Documentation Checklist That Gets Models From "Ready" to Approved in Production
Feb 23, 2026
SS18 - Why 95% Accuracy Can Be Discriminatory and How to Measure Fair Lending
