AI RESEARCH

Nomad: Autonomous Exploration and Discovery

arXiv CS.AI

ArXi:2603.29353v1 Announce Type: new Nomad addresses this problem with an exploration-first architecture. It constructs an explicit Exploration Map over the domain and systematically traverses it to balance breadth and depth. It generates and selects hypotheses and investigates them with an explorer agent that can use document search, web search, and database tools. Candidate insights are then checked by an independent verifier before entering a reporting pipeline that produces cited reports and higher-level meta-reports.