Why Domain-Specific AI Beats General-Purpose for Everything That Matters

Dev.to AI
Generative AI

Why Domain-Specific AI Beats General-Purpose for Everything That Matters I built a domain-specific AI system that knows about one topic than any general-purpose model ever will. Three million vectors. 252,000 graph nodes indexing relationships between people, places, events, and recordings. Ten specialized agents that route queries to the right retrieval strategy. It covers 60 years of live music history - every show, every setlist, every recording, every piece of community knowledge.