Key stages in the TTD-DR research process

Test-Time Diffusion Deep Researcher (TTD-DR)

The TTD-DR process starts with generating a preliminary draft.

The draft is refined iteratively through a 'denoising' process.

External information is incorporated into the draft at each step.

A self-evolutionary algorithm enhances the quality of the research report.