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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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LLM Evaluation: From Leaderboard Scores to Harness Proof

The leaderboard tells you the engine works in a vacuum. The harness evaluation tells you the system holds in your…

Jul 20, 2026 Yves Mulkers 110K views 11 min read

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Context Window Management: Truncation, Eviction, and the Failure Mode When the Model Runs Out of Room

The first time I caught this failure in the wild, it was in a long customer-support conversation. The agent answered…

Jul 19, 2026 Yves Mulkers 84K views 12 min read

An open leather notebook with annotated pages and a fountain pen, suggesting curated context.

Context as a Guardrail: System Prompts, Few-shot, Retrieved Context, Tool-Call Context

There is a guardrail nobody on the call ever names. The team will argue for an hour about output schemas,…

Jul 18, 2026 Yves Mulkers 122K views 12 min read

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Output Handling and Structured Response Gates: Keeping a Wrong Answer From Becoming a Wrong Action

The first production incident I watched cleanly involved an agent that did not hallucinate. The model returned a perfectly fluent…

Jul 17, 2026 Yves Mulkers 81K views 12 min read

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Prompt Injection and the OWASP Top 10 for LLM Applications

Most teams I sit with have the same picture of prompt injection, and most are looking at the wrong picture.…

Jul 16, 2026 Yves Mulkers 30K views 13 min read

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What LLM Guardrails Are, and What They Cannot Do

A team I sat with last month told me, with some pride, that they had “added guardrails” to their assistant.…

Jul 15, 2026 Yves Mulkers 86K views 12 min read

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Graph RAG: Knowledge-Graph Grounding as the Next-Gen Retrieval Substrate

A friend of mine runs research at a corporate venture arm. She asked me last winter why her team’s brand…

Jul 14, 2026 Yves Mulkers 56K views 11 min read

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Citations as the User-Visible Proof of Grounding: Why Clickable Sources Are the Trust Surface of Every Serious RAG System

The first time I really watched someone use Perplexity, I noticed something the engineering write-ups had not prepared me for.…

Jul 13, 2026 Yves Mulkers 84K views 12 min read

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Parametric RAG and the Next Grounding Front

The context window is the bandwidth bottleneck. That is the sentence the field has been circling around for two years…

Jul 12, 2026 Yves Mulkers 86K views 11 min read

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Document RAG for the Enterprise: Chunking, Retrieval Quality, and the Evaluation Problem

Document RAG looks easy in a demo and quietly fails eighteen months in. The demo pulls three clean paragraphs from…

Jul 11, 2026 Yves Mulkers 144K views 12 min read

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