No Free Lunch: Why AI Specialization Beats Generality Across Every Domain
Optimization theory, biology, and market dynamics all converge on the same conclusion: the most capable AI systems will be narrowly specialized, not broadly general.
#specialization
Specialized 3B Models Now Outperform Frontier APIs on Enterprise OCR Tasks at 50x Lower Cost
Dharma's DharmaOCR benchmark shows task-specific fine-tuning can beat parameter scale in production AI economics.