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AI & Academia

110 summarised stories about AI & Academia, each linking back to the original source. Browse all topics →

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Wednesday, 16 September 2026

Stanford Researchers Release Paper2Agent: Turning Research Papers Into AI Agents That Reproduce Results and Run on New Data

MarkTechPost 4 weeks ago 51 ● 2 sources

Stanford researchers released Paper2Agent, a system that turns research papers and their codebases into MCP servers that agents can run to reproduce methods and outputs. Paper2Agent installs as a Claude Code (or Codex) skill and runs prebuilt servers on Hugging Face Spaces, with Scanpy agent tool use reported at about 45 minutes for US $13. This changes access to computational methods by replacing manual paper-and-code setup with validated, executable tools that can be queried on new data.

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AI Agents Model Evaluation AI & Academia

Loci

Product Hunt 4 weeks ago 49

Loci launched as a free, open-source desktop workspace for scientific image analysis and annotation without a cloud account or subscription. It is currently public beta for Apple Silicon Macs, with the page showing 19 followers. It adds local microscopy/3D viewing plus cell counting, measuring, and export of traceable results, with optional built-in analysis or compatible model packages.

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Open Source AI & Academia Scientific Research Computer Vision

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