PaperWritingBench contains 200 top‑tier AI conference papers, giving researchers a test set for automated manuscript generation. PaperOrchestra uses a multi‑agent system to ingest raw materials, synthesize literature reviews, and produce LaTeX manuscripts with plots and diagrams. The framework flexibly handles pre‑writing inputs, eliminating the need for writers. Researchers can now evaluate and iterate on automated writing tools more efficiently.