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Governing the Data Pipeline That Feeds Your Models

Most AI failures I have watched live in the pipeline, not the model. The model is the part on the…

Jun 23 2.4M views 12 min read

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GDPR and AI: Automated Decision-Making Obligations

The thing nobody tells you when you stand up an AI project in Europe is that the regulator most likely…

Jun 17 1.9M views 7 min read

A row of sealed cardboard packages with tamper-evident seals on a workbench.

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Securing the AI Supply Chain: Models, Weights, and Dependencies

I watched a team last quarter pull a popular open-source language model from a public hub, point it at customer-support…

Jul 1 218K views 12 min read

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Bias and Fairness Risk in Automated Decisions

The first time I sat with a hiring team that had a screening model, I asked them what “fair” meant…

Jun 13, 2026 Yves Mulkers 54K views 11 min read

A NIST standard document binder on a desk with a fountain pen and notes.

Using the NIST AI Risk Management Framework: Govern, Map, Measure, Manage

The first time a client showed me their NIST AI RMF adoption plan, it was a 94-page binder. By page…

Jun 12, 2026 Yves Mulkers 52K views 11 min read

An incident-response runbook open on a desk with annotations and a desk lamp casting soft light.

AI Incident Response: When the Model Fails in Production

Most organisations I walk into have two incident runbooks on the shelf. One is the security incident runbook: somebody broke…

Jun 11, 2026 Yves Mulkers 57K views 12 min read

A chain of stamped supplier folders arranged on a desk, evoking vendor due diligence.

Third-Party and Embedded AI Risk: The Risk You Do Not Own

I sat in a governance review last month where the CISO opened a spreadsheet of every AI system in the…

Jun 10, 2026 Yves Mulkers 25K views 11 min read

Analog dashboards and meters on a wooden desk, with a leather notebook beside them.

AI Model Risk: Validation, Drift, and Monitoring

Model risk is the risk everyone names first because the model is the visible part. It is the bit with…

Jun 9, 2026 Yves Mulkers 191K views 11 min read

Layered fortification walls with deep perimeter forms.

AI Security: The Adversarial Layer

The first time I sat in a room where the AI governance committee and the security team finally talked to…

Jun 8, 2026 Yves Mulkers 54K views 14 min read

Concentric ring barriers around a central form, evoking layered guardrails.

Governing Agentic AI: Controls for Systems That Act

The first time I watched an agent open a ticket, comment on it, reassign it, and close it without anyone…

Jun 7, 2026 Yves Mulkers 158K views 14 min read

Clean architectural archive shelving with labeled compartments.

Data Governance for AI: The Real Foundation

I have been doing data governance work for fifteen years, since before anybody wanted to put the word “AI” in…

Jun 6, 2026 Yves Mulkers 57K views 14 min read

Architectural columns evoking law and structure.

AI Compliance and Regulation: What Leaders Must Do

Compliance has become the connective tissue of the entire AI field. This hub maps the regulatory landscape leaders actually have…

Jun 5, 2026 Yves Mulkers 164K views 8 min read

Layered measurement instruments evoking risk gauges.

AI Risk Management: A Practical Guide

Of the three pillars of AI governance, risk management is the one gaining weight fastest right now. This guide covers…

Jun 4, 2026 Yves Mulkers 25K views 13 min read

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