AMP PBC

Argues GPU scarcity is substantially a utilization problem — pooling fragmented, mismatched capacity into a standardized grid could let smaller labs buy compute for spiky training without locking into oversized long-term contracts.

• articleImpactful scheduling for GPU clustershuggingface.co
• articleImpactful scheduling for GPU clustersallenai.org
• articleHow to Size GPUs for AI Inference and TCO Without OverspendingElizabeth Goodman

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