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GEKI.AI Blog

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

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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