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Articles

What AI really changes, without the hype.

97 analyses by Job van den Berg on AI agents, agentic commerce and the practice of AI inside organisations. Written from hands-on experience, not from a trend report.

How do you make sure an AI agent is safe?
October 14, 2026 · 6 min read

How do you make sure an AI agent is safe?

The short answer: by being able to say, at any moment, what each agent does, which model it runs on, which data it works with and since when. If you don't know that, you can't call an agent safe, however good the technology around it is. You capture that overview in a passport per agent, which you update with every change and review every quarter. Below is how that works and why it is more than paperwork.

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Agentic AI is only as good as the data foundation beneath it
October 7, 2026 · 14 min read

Agentic AI is only as good as the data foundation beneath it

Intelligent AI agents need a reliable data foundation. Identity resolution, Customer 360, data orchestration and governance: from a single source of truth to a system of context.

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The best AI model is not the best model for every task
October 4, 2026 · 6 min read

The best AI model is not the best model for every task

Top brain, workhorse or sprinter? Choose the right AI model for each task and balance quality, speed and cost with smart AI-agent orchestration.

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Family trees and AI: when historical evidence becomes fiction
September 25, 2026 · 5 min read

Family trees and AI: when historical evidence becomes fiction

AI can accelerate archive research, but it can also invent missing facts convincingly. How to combine the right model, strict instructions and critical verification for reliable genealogy research.

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Why AI agents are putting Intel and AMD back in the spotlight
September 23, 2026 · 6 min read

Why AI agents are putting Intel and AMD back in the spotlight

GPUs do the model math, CPUs keep the rest of the agent running. Why agentic AI shifts the view of data centers, and what that means for Intel, AMD and organizations deploying agents.

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Open Weights versus Closed Source AI: explanation and impact
15 September 2026 · 9 min read

Open Weights versus Closed Source AI: explanation and impact

What are open weights and closed-source AI models? Discover the differences and the consequences for costs, privacy, data centers and the AI market.

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Will AI destroy us as humans?
11 September 2026 · 8 min read

Will AI destroy us as humans?

On EditieNL I discussed whether AI could threaten humanity. About Anthropic researcher Evan Hubinger, agentic AI, the black box, and why we are building faster than we understand.

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The hidden climate impact of an AI video
7 September 2026 · 6 min read

The hidden climate impact of an AI video

A simple AI video already costs about 4 litres of water and as much electricity as a 10-watt LED lamp burning for 42 hours. What happens with full films and commercials, and why digital is not automatically sustainable.

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Research shows: AI is growing, but support is declining
4 September 2026 · 7 min read

Research shows: AI is growing, but support is declining

AI keeps getting better, yet workplace sentiment about AI is deteriorating. Research shows why adoption is as much a social challenge as a technological one: from the Matthew effect to psychological safety.

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The irony of human control over AI agents
2 September 2026 · 8 min read

The irony of human control over AI agents

Human in the loop sounds reassuring. But researchers warn that prolonged use of autonomous AI systems can undermine the cognitive capacities of the very supervisors we depend on. The question is not whether a human is formally present, but whether that human can still meaningfully intervene.

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Who will supply compute to consumers?
29 August 2026 · 7 min read

Who will supply compute to consumers?

Agents do not just answer, they act, and every action costs compute at that moment. Why in-the-moment compute may become a household utility, and who could deliver it.

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What a few Cybertrucks taught me about statistics, AI and logical thinking
24 August 2026 · 6 min read

What a few Cybertrucks taught me about statistics, AI and logical thinking

Counting Cybertrucks from the back seat isn't representative research. But it's a perfect example of how statistics, logical thinking and AI come together: observe, formulate hypotheses, and above all, try to disprove them.

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