krishna@medialogic:~$ ls -la opinions/

opinions.

Working notes from the trenches of sovereign AI, hybrid bare-metal, and what actually breaks when you put LLMs in front of regulated enterprises.

# 3 entries · updated as I find the time

18 May 2026
Sovereign AI is table stakes, not a feature
EU data residency is now table stakes - every hyperscaler offers it. But a US-owned cloud answers to the US CLOUD Act in Frankfurt just as it does in Virginia. Sovereignty is the floor, and residency is not the same thing.
#sovereign-ai#regulation#eu
22 Apr 2026
~40% lower TCO than hyperscalers isn't magic
Where the cost actually comes from when you move enterprise AI off AWS/GCP/Azure onto Hetzner + OVH + Proxmox. Spoiler: it's mostly egress, idle GPUs, and observability SaaS.
#infrastructure#finops#bare-metal
11 Mar 2026
RPA is not dead yet - it's the rails under your agents
Everyone wants to rip out UiPath/Blue Prism and replace it with an agent. The teams that succeed leave the rails in and put the agent on top.
#rpa#agents#enterprise

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