When does a scaling result justify a different allocation? A critical review of resource-allocation evidence for AI systems

Seyed Morteza Emadi

AI scaling studies increasingly evaluate systems that combine a pretrained model with retrieval, search, verification, tools, and interaction. Yet a higher score under a larger bud…