Sovereign AI, clearly explained.
Expert articles on regulation, architecture and operation — factual, substantiated and free of marketing noise.
Integrating Quinta: switching the OpenAI base_url
Quinta is OpenAI-compatible — you don't have to rewrite your applications. It's enough to change one setting: the base_url. Step by step, with code examples.
ReadThe EU AI Act and the 2 August 2026 deadline
From 2 August 2026 a central tranche of the EU AI Act applies. What that means for high-risk AI — and why sovereignty delivers the documentation an audit demands.
ReadBounded admission: why an inference server buckles under load
18× higher success rate on the same engine — the difference is not the model, it’s the queue. How a gateway meters overload instead of breaking under it.
ReadGDPR, Schrems II and the US CLOUD Act: why an “EU region” is not enough
A European data centre run by a US provider does not remove US access rights. Why real data sovereignty means your data never leaves your control.
ReadOn-premise vs. cloud AI: the honest cost calculation
Cloud AI means renting, on-premise means owning. What the token bill hides, where the break-even sits — and when your own hardware really pays off.
ReadQuinta compared to vLLM, LocalAI and other inference engines
vLLM, LocalAI and other inference engines run a model. Quinta is the operating layer around it — access control, orchestration, governance and audit. The honest comparison.
ReadNIS2 and running AI: the second regulation that applies to you
Beyond the EU AI Act, NIS2 extends cybersecurity duties to many industries — with management liability. What that means for your AI stack.
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