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Graduate education is being reshaped by AI, changing student needs, and widening equity gaps — and research training can’t be left behind. In this demo we show how Chisquares helps you write a structured, publication-ready manuscript in as little as one hour, without writing a single line of code. In this video you’ll see: A live walkthrough of the Chisquares workflow: from data → analysis → manuscript. How rules-based algorithms make computations accurate and reproducible. How a risk-aware AI layer is used only for low-risk tasks (e.g., paraphrasing intros/discussions), preserving rigor and ethical standards. Practical benefits for researchers: faster time to publication, lower technical barriers, and greater equity in research participation. Who this is for: Graduate students and early-career researchers with limited coding experience Faculty and program directors reimagining research training Anyone interested in ethical, scalable ways to accelerate manuscript production What you’ll learn: How to produce reproducible results without coding How to transform analysis outputs into table shells and a draft manuscript How to use an AI-restricted workflow that balances speed with scientific integrity If you found this useful, like the video, subscribe for more tutorials, and leave a comment with questions or the topics you’d like us to cover next. Want to try Chisquares for yourself? Check the platform (www.chisquares.com) and share your experience below.