PaperPilot: DAG-Based Scientific Lit-Search Agent Lifts Hit@5 from 58 to 77, Cuts Workflow Errors to Zero

Scientific literature search is a daily bottleneck for AI researchers; replacing black-box fixed pipelines with an inspectable, user-steerable DAG that learns from feedback is a structurally different approach—and the gains are large enough to be practically meaningful.