TTD-DR is a new AI framework that mimics human research by iteratively refining drafts using retrieval-augmented diffusion, achieving state-of-the-art results in long-form report writing and multi-hop reasoning tasks. It combines self-evolution and denoising with retrieval for enhanced performance.

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