rag

Agent knowledge systems have three fundamental paradigms: static context, dynamic tools, and retrieval. Most stop at two. The third is the biggest unexploited opportunity.

When AI agents can grep, read, and reason iteratively, most RAG infrastructure becomes unnecessary middleware.

Banks are deploying RAG for compliance and discovering the hard problem isn't retrieval. It's the pipeline before it.