Deft AI Writing That Doesn't Sound Like AI

Authentic Human Writing at Scale<br>Bring ideas and sloppy drafts, Deft gives you clean prose in a human style.<br>form]:mt-10">GenerateRewrite<br>FasterSmarterMore human

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Our thesis<br>Writing well is difficult. We want people to be able to share their ideas in a way that's easy for others to read and understand, so that creators can spend more time focused on developing their ideas, not typing them up. Our goal is to give professionals a way to turn what they know into clear, natural, polished prose without spending hours editing and revising it.<br>The future of knowledge production will consist of increasingly automated but creatively customized writing and editing systems. The most sophisticated writers and publishers will develop bespoke workflows that use AI and the human mind together, applying each precisely where it belongs.<br>AI should enable more people to develop original ideas and present them to the world in polished form without having to master the craft of professional writing.<br>We believe the best writing and editing workflows of the future will amplify human thought without introducing hallucinations, distorting the author's intent, or flattening the author's voice. These are the systems that Deft is building.

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Research paper · May 2026<br>Fixing LLM Writing with Distribution Fine-Tuning<br>Read paperBlog<br>Introducing Distribution Fine-Tuning<br>Read post