Column
Research and writing on local AI, digital sovereignty, and European technology policy. Part of an ongoing series accompanying The Great Return.
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The Sovereign Stack
On April 17, the European Commission awarded its Cloud III tender. Proximus NXT leads a five-partner European stack: sovereign cloud, air-gapped edge, Mistral AI as the intelligence layer. The three-layer architecture the paper called necessary is now a six-year contract. Prediction 5.3 moves from tracking to confirmed.
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The Kill Switch
The Kyndryl acquisition of Solvinity transfers operational control of Dutch national identity infrastructure to US jurisdiction. The sitting Chief Privacy Officer of Logius confirms: the US can switch off DigiD. A sovereign alternative exists. Only political will is missing.
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Local by Necessity
Four compliance failures have accumulated since the AI Act entered into force. Missing guidelines, withdrawn liability rules, a liability vacuum across 27 member states, and an essential requirement agentic systems cannot satisfy. Local deployment is filling the gap by default.
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The Person Is the Perimeter
For years, sophisticated attackers targeted systems. In March 2026, they targeted people. Four incidents. One pattern. And an argument for local AI that the paper did not make.
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The Commission's Cloud
The institution that wrote the AI Act, administers GDPR, and enforces NIS2 was breached on Amazon Web Services. Over 350 GB taken. The regulator confirmed it. The paper predicted it. Scorecard: 12/30.
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The Open Weight War
The paper gave Mistral one line. Open weights are not a preference — they are the compliance path. And the question of who controls those weights is not yet settled.
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The Conscience Clause
Anthropic tried to write ethics into a Pentagon contract. The US government punished them for it — using a national security weapon designed for Chinese spies. A federal judge blocked it. The European reading is not reassuring.
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The Medical Exception
The AI Act Omnibus reduces compliance pressure on medical AI. Does this slow the return for healthcare? The paper put healthcare at the upper bound — 90% local by 2030. The Omnibus doesn’t change that. Here’s why.
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The Sovereign Factory
The EU is now building what the paper predicted. Denmark is calling for sovereign data centres. MEPs are pressing on Big Tech accountability. The paper called this a structural force. Now it has a name: the sovereign AI factory.
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The Clock Started Today
569-45. The European Parliament voted today to fix hard application dates for the AI Act. 2 December 2027 is no longer a planning horizon. It is a deadline. The paper predicted this force. Today it acquired a number.
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Big Tech Fights Back: The Five Moves to Keep You in the Cloud
Chapter 9 named five moves Big Tech would deploy to slow the shift to local AI. Seven weeks later, all five are visible in the same week's news cycle. The headline development wasn't in the paper.
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The Trusted Agent Problem
The AI Act ends unauthorized cloud AI. Local AI agents — compliant, permissioned, inside the network — replace it. Those same agents are now an attack surface that no regulation has a name for.
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Six Weeks In: Where The Paper Stands
The paper's thirty predictions are being tested in real time — by a war in the Middle East, a Pentagon procurement crisis, a global water conflict, and a European chip industry moving faster than its own funding announcements.
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Local AI, The Same Tool, Different Hands.
Tor was built by the US Navy. It also became the infrastructure of Silk Road. Local AI is following the same path — and the first symptoms are already visible.
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Your Home Is A Data Factory.
Right now, while you read this, your home is working. Your router, your TV, your glasses — all quietly extracting data you didn't know you were sending.
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AI Is Drinking The World's Water
In Montevideo, the tap water tasted of salt. From Aragon to Mississippi, the logic is identical: investment figures answer every resource concern, and the people bearing the cost have no stake in the infrastructure roadmap.
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The Dependency Bottleneck: What the Pentagon Just Taught Europe
Five weeks after publication, the paper's central argument was demonstrated live. The Pentagon declared Anthropic a supply chain risk — and then couldn't stop using Claude.
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One Month In: Europe Is Moving Faster Than The Paper Predicted
One month after publication, four of the paper's thirty predictions are already moving faster than projected. DeepSeek disrupted the pricing model. NanoIC opened in Leuven. The cloud-first default is cracking.
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Axelera AI: The European Chip Revolution
How a Dutch startup is bringing Digital In-Memory Computing to edge AI — and what it means for Europe's semiconductor independence. From Eindhoven to the ESA, production silicon is already shipping.
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The Great Return
Four forces are converging in Europe — geopolitics, environmental limits, hardware evolution, and the EU AI Act. Together they make the shift from cloud-first to local-first not a trend, but a structural outcome.
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