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Audit Logging and Traceability for Agentic Systems

A risk officer at a mid-size insurer asked me last month what should have been a simple question. An autonomous…

Jun 26 122K views 11 min read

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Authorization and Guardrails for AI Agents

A few weeks ago I sat with a team showing off their new internal agent. It could pull from the…

Jun 25 79K views 11 min read

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Prompt Injection and Adversarial Inputs

The first time I really understood prompt injection was watching a demo go sideways in a meeting room. A team…

Jun 30 71K views 11 min read

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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

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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

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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

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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

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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

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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

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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

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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

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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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AI Governance: The Complete Guide for 2026

A few weeks ago I did something I do most mornings: I listened to the conversation. Not the headlines, the…

Jun 3, 2026 Yves Mulkers 75K views 36 min read

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