Test-Time Diffusion Deep Researcher (TTD-DR) is a novel deep research framework.
TTD-DR improves report generation by modeling it as a diffusion process.
TTD-DR outperforms existing deep research agents in generating complex research reports.
OpenAI Deep Research is a leading research agent in comparison studies.
TTD-DR significantly reduces information loss during the iterative search process.
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