The Training Tax

This article analyzes the economics of training versus serving large AI models, showing that while training is a large one-time expense, inference/serving costs compound with usage and quickly dominate total spend at scale; it models crossover timelines under various DAU and pricing scenarios and argues that inference efficiency, not training prestige, determines commercial viability.