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Big Data and the Rise of Augmented Intelligence

Each year computers are getting faster, but at the same time we as humans are getting better at using…

May 29 254M views 1 min read

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Customer Analytics Is Key To Growth In Banking

Understanding customers is the foundation to a sustainable competitive advantage in banking. Therefore, financial marketers can no longer wait…

Jan 14 232M views 2 min read

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Autonomous Cars With Artificial Intelligence Could Help Save Planet Earth

Self-driving cars can help to significantly reduce greenhouses gas emissions that causes global warming, a new study reveals. Researchers…

Jul 12 222M views 2 min read

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An open architectural blueprint on a wooden desk with a sleek modern document beside it.

What RAG actually is, and why it became the substrate under every serious LLM system

Nobody pitches “this app uses RAG” anymore. That is the whole signal. The moment a pattern stops being the headline,…

Jul 10, 2026 Yves Mulkers 182K views 12 min read

A leather-bound logbook open beside a row of analog gauges on a wooden desk.

Observability and Audit for LLM Systems: The Side of the Harness That Faces the Regulator

Last quarter I sat in on an incident review for a customer-facing assistant that had quoted a refund policy the…

Jul 9, 2026 Yves Mulkers 41K views 19 min read

A fragmented mirror reflecting partial images, suggesting partial truth.

Hallucination Taxonomies and Mitigations: Naming the Failure Mode So You Can Engineer Against It

The first time I heard a senior engineer say “the model hallucinated” without flinching, I knew the conversation had turned.…

Jul 8, 2026 Yves Mulkers 96K views 21 min read

An arrangement of precision measurement instruments on a workbench.

LLM Evaluation and Benchmarking: From Leaderboard Score to Harness Proof

A friend who tunes concert pianos told me once that the factory test is the easy part. The piano leaves…

Jul 7, 2026 Yves Mulkers 105K views 18 min read

A brass canal lock mechanism in a clean architectural setting.

Guardrails and Runtime Controls: The Layer That Decides What the Model Is Allowed to Say

A friend of mine runs the lock on a stretch of Flemish canal. The river on one side sits four…

Jul 6, 2026 Yves Mulkers 25K views 19 min read

A network of interconnected geometric forms suggesting retrieval and grounding.

RAG and Grounding Patterns: How Retrieval Became the Substrate Under Every Serious LLM System

In 2023 the room used to ask whether retrieval-augmented generation was worth building. In 2026 the room assumes it is…

Jul 5, 2026 Yves Mulkers 72K views 20 min read

A five-sided architectural framework wrapped around a central form, suggesting the harness around a probabilistic engine.

Hallucinations, Guardrails, and the LLM Harness: How to Trust What a Language Model Says (2026)

Six months ago, a senior architect at a bank I work with closed his laptop in a meeting, looked at…

Jul 4, 2026 Yves Mulkers 30K views 38 min read

A person at a wall of monitors in a modern security operations center, viewed from behind.

AI in the SOC: Detection and the Security Operations Center

The first time I sat behind the glass in a working security operations centre, what stuck with me was the…

Jul 3, 2026 Yves Mulkers 58K views 11 min read

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Data Security and Privacy for AI Systems

Here is the conversation I keep having with security teams in 2026. They have spent fifteen years getting good at…

Jul 2, 2026 Yves Mulkers 66K views 12 min read

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

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, 2026 Yves Mulkers 218K views 12 min read

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