AutoResearch: Insight In, Hallucination Out.

arXiv:2608.17906v4 Announce Type: replace Abstract: Autonomous research systems are increasingly capable of executing long research workflows, yet automation alone does not ensure that the resulting process remains scientifically grounded. We introduce AutoRes