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Evaluating RAG Systems: Faithfulness, Answer Relevance, Context Precision

The first useful thing to say about evaluating a retrieval-augmented system is that you are not evaluating a model. You…

Jul 21 199K views 11 min read

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LLM-as-Judge: When One Model Evaluates Another, and When Not to Trust the Verdict

The cheapest evaluator you will ever deploy is another language model, and the cheap thing is also the one that…

Jul 27 177K views 12 min read

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Audit Trails for LLM Applications: What to Log, What to Retain, What Regulators Expect

I sat in on an incident review last quarter that I keep coming back to. A customer-facing assistant had quoted…

Jul 29 139K views 11 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

Multi-Agent Systems: The Secret to Agile Business Solutions

Unveil the power of multi-agent systems for agile business solutions. Elevate your company's efficiency and scalability with MAS!

May 31, 2025 Yves Mulkers 1.3M views 13 min read

Take Control: Autonomous AI Agents for Enhanced Strategy

Enhance strategy with autonomous AI agents! Explore functionalities, ethical dilemmas, and practical applications here.

May 30, 2025 Yves Mulkers 2.9M views 12 min read

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