Agentic RAG Needs a Search Budget: Stop Letting Retrieval Loop Forever

Traditional RAG has a visible failure mode: it retrieves the wrong chunks once. Agentic RAG can retrieve the wrong chunks creatively for ten minutes. The model rewrites the query, selects another source, asks a sub-agent, follows a…