AI sovereignty

Owning the full inference stack — hardware, open weights, and harness — instead of renting cloud model APIs, for control, cost, and independence.

grounded in: Trend 'Build-it-from-scratch hardware/maker energy: one person can own the full stack' + this system's own 2-node GB10 spark cluster (commit 4db2172)

Connected concepts

Local-first inference, Open-weight LLMs, 2-node NVIDIA GB10 (DGX Spark), The dark factory