#deep research agents

'ServiceNow Research released DRBench, a containerized benchmark that tests deep research agents on realistic enterprise workflows by combining public web sources with private files, chat, and email, and scoring insight recall, distractor avoidance, factuality, and report quality.'

'UDR by NVIDIA separates strategy from model, compiling user-defined research workflows into sandboxed, auditable execution with LLMs used only for localized reasoning.'