"data-to-paper" – autonomous stepwise LLM-driven research
data-to-paper: Backward-traceable AI-driven scientific research - Technion-Kishony-lab/data-to-paper
"data-to-paper" – autonomous stepwise LLM-driven research launched on May 12, 2024 with 139 votes, #396 of 4,539 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 2 years on.
In plain words
data-to-paper is an autonomous research tool that uses large language models to systematically convert raw data into research papers through a stepwise process. Designed for researchers and data scientists, it automates the workflow from data analysis through manuscript generation. The tool operates on GitHub and handles the iterative stages of research paper creation, reducing manual effort in translating datasets into publishable findings.
written from the facts on this page · September 2026
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Open Paper2025 · openpaper.ai · ▲289Hi HN! Open Paper allows you to annotate and understand your research papers with an AI copilot. I wanted a paper-reading assistant that let met actually dig into papers in-place while benefiting from AI tooling. When it comes to studying, I'm not a fan of the typical chat interfaces that obfuscate uploaded files and turn them into black box 'content'. Hence, I've implemented a split-pane view. To mitigate the risk of hallucinations, all AI responses come with grounded citations that refer back to the source material in-flow. Some feature highlights: - Actually read your papers in one place…
- DTData-to-paper AI-scientist platform just out in NEJM AI2024 · ai.nejm.org · ▲6
Autonomously analyzes data and writes human-verifiable scientific papers! Fun GUI for AI-human copiloting! Papers are "data-chained": each result can be click-traced all the way up to the raw code. Try it out: pip install data-to-paper

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