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Big Data is Transforming Commercial Construction

Construction is a costly and time-consuming process. There are several layers to every project, and average profit margins are relatively…

Dec 23 199M views 3 min read

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Analytics and Coaching Instincts Are Both Essential for Success

Being the youngest General Manager in pro sports history, besting the Toronto Maple Leaf former GM Gord Stellick by over…

May 28 192M views 4 min read

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Artificial Intelligence Powered by Crowdsourcing: The Future of Big Data and Humanitarian Action

There’s no point spewing stunning statistics like this recent one from The Economist, which states that 80% of adults will have access…

Nov 13 190M views 3 min read

Artificial Intelligence ×

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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, 2026 Yves Mulkers 71K views 11 min read

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Governing Multi-Agent Systems

I was looking at an architecture diagram a client sent me last month. Seven agents, each with a job. A…

Jun 28, 2026 Yves Mulkers 39K views 12 min read

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Human-in-the-Loop Checkpoints for High-Stakes Agent Actions

The first time I watched a team demo their new agent, the reviewer clicked Approve seventeen times in four minutes.…

Jun 27, 2026 Yves Mulkers 39K views 12 min read

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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, 2026 Yves Mulkers 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, 2026 Yves Mulkers 79K views 11 min read

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What Changes When AI Acts: Governing Autonomous Agents

A client called me last month about an agent their operations team had quietly turned on. It was meant to…

Jun 24, 2026 Yves Mulkers 44K views 11 min read

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AI Compliance for Regulated Sectors: Finance, Healthcare, Hiring

The most expensive misread I keep walking into with sector teams sounds like this: “AI is too new for our…

Jun 18, 2026 Yves Mulkers 100K views 10 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, 2026 Yves Mulkers 1.9M views 7 min read

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The EU AI Act and High-Risk AI Systems: What You Actually Have to Do

The first time I read the EU AI Act properly, the thing that struck me was how Belgian it is…

Jun 14, 2026 Yves Mulkers 115K views 11 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

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