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GitHub Repository
A sourced model and short report: can Europe train a sovereign frontier AI model on the public compute it already owns, while gigawatt datacenters wait years for grid power?
0 starsPython
Can Europe train a frontier AI model on the compute it owns?
by smashini·Jun 15, 2026·120 points·219 comments
AI Analysis
●●SolidBig BrainBold Bet
Sourced model with 52 tests showing federated compute beats waiting for grid power.
Strengths
- •Reproducible Python model regenerating all CSVs and figures from clean tree
- •Three-layer architecture modeling efficiency, time-to-availability, and regional feasibility
- •Sourced datasets on EuroHPC inventory and grid connection lead times
Weaknesses
- •Research report rather than a tool developers can directly use
- •DiLoCo-style low-communication training assumptions may not hold at scale
Category
Target Audience
AI researchers, policy makers, European tech community
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