Model Training Economics
How should compute, data, and research effort be allocated to develop capability?
RESEARCH PILLAR B · PLANNED PROGRAM
Guiding question
How should compute, data, and research effort be allocated to develop capability?
Areas of inquiry
Scaling laws; pretraining and post-training; distributed training; architecture and algorithmic efficiency; data preparation; research investment.
Initial investigation
We will begin with explicit definitions, a source review, and a reproducible model or measurement protocol. Cost estimates will separate assumptions from observations and report uncertainty.
Current outputs
No reviewed research has been released in this pillar yet. Approved publications and artifacts will appear in the publication library.