Overview
[AI Summary]: This paper introduces Universal Deep Research (UDR), a generalist agentic system that enables users to create, edit, and refine custom deep research strategies without additional training or finetuning. The system wraps around any language model and allows users to define their own research approaches, departing from the fixed strategies and tools of existing deep research agents. The authors demonstrate UDR’s generality through minimal, expansive, and intensive research strategy examples and provide a user interface for experimentation.
- Authors: Peter Belcak, Pavlo Molchanov
- Year: 2025
- Archive: arXiv:2509.00244 [cs.AI]