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.
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.
Gemma 4's licence terms, 27B-parameter sweet spot, and EU-data RAG accuracy beat Llama 3.3 for regulated enterprise — the 90-day deployment benchmarks.
Cloud AI introduces risks that regulated organisations cannot accept. Here is why local inference is not a compromise, it is an advantage.