•5 min read
Stop Using Claude as a Search Engine
Claude burns expensive input tokens when you use it for full-text search. Put the corpus in NotebookLM, send Claude only retrieved answers with citations...
Posts tagged with #rag
← View all posts•5 min read
PDF Accessibility Is the Trojan Horse for Your RAG Pipeline
Compliance-driven PDF tagging looks like a cost line. It can also produce the structural backbone your RAG stack has been approximating.
•6 min read
The Filing Cabinet Fallacy
Infinite context isn't memory and RAG isn't learning. The next moat in AI agents is parametric compression of deployment experience, not bigger vector DBs.