Ai

Career Topics The Quantitative Risk Architect

Chapter One: AI and Risk Approaches The journey into AI risk management did not begin with neural networks but with stochastic calculus and the elegant mathematics of uncertainty. …

Building vs Buying Decisions for AI Systems

How to Choose the Right Path Without Regretting It Later Most AI teams ask the building vs buying question too late. They already have a preferred answer. Engineering wants to …

AI Model Cards That Improves Transparency, Governance, and Real-World Use

Why Model Cards Matter More Now Than Ever Most AI model cards fail for one reason. They are written after the fact, for compliance theater, by people who are too far from the …

AI Contract Clauses That Reduce Vendor, Data, and Liability Risk

How to Buy AI Systems Without Buying Hidden Risk Most AI procurement failures start with a simple mistake. The buyer focuses on the demo. The vendor focuses on the pitch. …

A 12-Step Procedure Merging ISO 27005, ISO 23894, ISO 42001, and FAIR

How to Build an AI Risk Assessment That Actually Protects Your Organization Most AI risk assessments fail before they produce a single useful number. I’ve reviewed dozens of them …