Weijun Xia

NOVA ResearchOS: Evidence-Risk-Gated Collaboration and Validation-Gated Self-Evolution for Auditable Research Agents

Abstract: Multi-agent research assistants can route tasks through specialized roles, but adding more agents does not by itself guarantee reliable scientific conclusions. We present NOVA ResearchOS, an implemented, event-sourced prototype that couples claim–evidence provenance wit...