An opinionated list of Python frameworks, libraries, tools, and resources
Quick Answer: "Digital sovereignty" in AI isn't about where your servers are. It's about who can access your data while it's being processed. Most "sovereign AI" solutions just move the problem — your data still sits unencrypted in GPU memory, readable by any compromised hypervisor. Real sovereignty requires hardware-level isolation. Intel TDX enclaves on H200 GPUs cost $3.60/hr — 74% less than Az
Most cloud sustainability tools are built for sustainability officers. They pull three-month-old billing data, run it through a proprietary model, and produce a PDF that engineers never see. By the time you know your us-east-1 cluster emits twice as much as us-west-2 would have, it's been running for a quarter. The architecture is locked in. The carbon is already burnt. The only moment you can act