Technology, data and artificial intelligence.
What I read, use and check on data and AI, with the sources listed at the end of every piece.
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AICareerWho will train your seniors: the bench AI is emptying
In the US, employment of young developers sits 19% below peers in less AI-exposed occupations (Stanford). What that means for whoever hires.
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AIDigital SovereigntyAI energy consumption: the IEA numbers and the bill that's coming
The IEA expects data centre electricity use to nearly double by 2030, driven by AI. Verified numbers, European costs, and how to govern consumption.
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Data GovernanceAIPalantirThe write-back problem: medallion has no place for agents
Bronze, silver and gold were designed assuming readers never write. AI agents break that assumption, and three vendors solve it in three incompatible ways.
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AIGenerative AIDigital SovereigntyLocal AI: what actually runs on your own hardware (and what doesn't)
What it takes to run an AI model in house, where it stops working and when it actually pays off. With measured numbers, not the VRAM table.
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ForecastingAIWhy Polymarket was worth $8 billion with no revenue
In 2025 Polymarket collected zero fees and was valued at $8 billion. A prediction market's real asset is not the fee on volume, it is the probability.
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Forward Deployed EngineerAIWhy AI Projects Stall in Pilot Mode (and How to Get Out)
95% of AI pilots show no measurable return, per MIT. The problem isn't the model, it's the missing owner until production. FDE, real costs, build vs buy.
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OntologiesData GovernanceAIThe ontology illusion: why data comes first
Gartner: 80% of data governance initiatives will fail by 2027. Why 'ontology' is this year's buzzword, but without clean data it's still just marketing.
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AIGenerative AIWhy your brain rejects the AI-made Odyssey
Nolan, Musk and Koosha are fighting over the Odyssey with AI. Why 32% of customers trust AI-generated content less, and what changes for companies.
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Multi-Agent SystemsKnowledge GraphAIStigmergy: what it is and what ants teach AI agents
Ants coordinate with no boss or messages. In 2025 the idea came back: Cursor measured 70,000 merge conflicts among poorly coordinated AI agents.
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GISData GovernanceAIGeospatial Data Governance: GIS's Blind Spot
What GIS and Location Intelligence are, why geospatial data governance needs its own CRS and standards, and why without them AI gets spatial data wrong more often.
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Digital SovereigntyData GovernancePalantirPalantir and digital sovereignty: what's true, what's not
France, Germany and the Netherlands moved away from Palantir in 2026; Switzerland rejected it at least 9 times in 7 years. Palantir answered with an AI sovereignty manifesto.
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Forward Deployed EngineerCareerAIForward Deployed Engineer: full-stack developer rebranded?
"Forward Deployed Engineer" postings have quadrupled, but plenty are fully remote. Palantir's CTO already has a name for that: "sparkling sales engineer".
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Knowledge GraphOntologiesAIKnowledge graphs and ontologies: the foundation of AI you can trust
AI projects fail on the data, not the model. Knowledge graphs and ontologies in plain words: Gartner expects 40% of firms on GraphRAG by 2029.
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Knowledge GraphOntologiesAITemporal knowledge graphs: why Pluto breaks your graph
Is Pluto a planet? Not since 2006, but it was one for 76 years. A static knowledge graph erases that history: here is the bitemporal model that keeps it.
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SEO & GEOAISEO vs GEO vs AEO: why that's the wrong question
80% of search users now rely on AI summaries. The real difference between SEO and GEO isn't what you write, it's what you measure. Google confirms: still SEO.
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