Kimi K2 for European CIOs: the 4-path deployment rule
Kimi K2 is not a vLLM problem. It's a sovereignty, MoE-reliability, and license-review problem — and here's the framework no vendor guide gives you.
EU AI Act August 2026: the deployer's GPAI dossier
August 2, 2026 is when EU regulators gain enforcement powers over GPAI — and when downstream banks, insurers, and hospitals get the first knock, not the model vendors.
On-prem vs cloud AI: 7 workload tests that decide it
The on-premise AI vs cloud AI question isn't philosophical. Seven workload tests produce a deterministic placement verdict — no hybrid handwave required.
Kimi K2 vs GPT-5: the EU enterprise deployment call
Workload-classification rubric, GPU break-even math, and the CISO provenance checklist for choosing between self-hosted Kimi K2 and GPT-5 in EU regulated industries.
Open-source AI in regulated EU: 4 diligence vectors
Why the AI Act's open-source carve-out collapses the moment a regulated buyer fine-tunes — and the four-vector diligence pass that replaces it.