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GEKI.AI Blog

Where we and GEKI friends summarise and comment on current developments around AI, sovereignty and AI governance.

Sovereignty 27 October 2026 · 8 min read

Building sovereign AI agents: every tool call is part of your data chain

Modern AI agents are more than a language model. If you want sovereignty, you have to check every building block – an overview of European and self-hosted options.

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Compliance 2 October 2026 · 10 min read

Deploying AI at your customer: what the AI Act means in practice for managed service providers

Provider or distributor, deployer on paper or for real? What the AI Act means for managed service providers and other providers deploying AI solutions for their customers – with role allocation, risk classification and a go-live checklist in five questions.

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Hardware 2 September 2026 · 6 min read

Not NVIDIA this time: why we ordered AMD GPUs for our next AI factories

Why we ordered AMD Instinct MI350P GPUs: more memory, a normal data center, fully managed in AT and DE.

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Sovereignty 26 August 2026 · 9 min read

AI factories in Europe – who can pull the plug?

Google is building a data center in Kronstorf with up to 500 MW. But a data center in Austria isn't automatically sovereign infrastructure. Who can pull the plug on Europe's AI factories – and what does sovereign AI actually look like?

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Open models 18 August 2026 · 5 min read

Qwen3.8 27B, DeepSeek V4 Flash and Kimi K3: hardware requirements and inference efficiency compared

Three models, three hardware classes: similar benchmark quality, but massively different VRAM requirements and inference efficiency. What that means for choosing hardware for sovereign AI.

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Hardware 4 August 2026 · 8 min read

What hardware does frontier AI need on your own infrastructure?

Open-weight models like Kimi K3 and Qwen3.8 Max reach frontier level. But between “weights available” and sensible local operation lie several terabytes of VRAM, high-performance networking and serious power requirements.

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Open Models 31 July 2026 · 4 min read

Strong AI agents on two GPUs: DeepSeek V4 Flash makes sovereign AI affordable

DeepSeek V4 Flash: strong agents via the API, open and runnable on two GPUs. Why that makes sovereign AI in Europe even more attractive now.

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Cybersecurity 25 July 2026 · 4 min read

OpenAI security incident, July 2026: why security teams need sovereign AI factories

A short recap of the July 2026 OpenAI security incident: two models break out of the sandbox and hack Hugging Face. And the real lesson: in the defence, the proprietary models blocked the analysis — only an open model on its own infrastructure helped.

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