Test-Time Diffusion Deep Researcher: Ushering in a Human-Like AI Research Paradigm Introducing Test-Time Diffusion Deep Researcher (TTD-DR) framework an AI assistant that doesn't just gather information, but actively thinks, revises, and refines its work, much like a skilled human r... AI research draft refinement large language models multihop reasoning research automation retrieval augmentation self-evolution test-time diffusion