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Merge pull request #270 from NFDI4BIOIMAGE/git-bob-mod-VqKZm9TEjR
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haesleinhuepf authored Oct 15, 2024
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url:
- https://zenodo.org/records/13908108
- https://doi.org/10.5281/zenodo.13908108

- authors: Haase, Robert
description: The integration of Large Language Models (LLMs) in scientific research
presents both opportunities and challenges for life scientists. Key challenges include
ensuring transparency in AI-generated content and facilitating efficient knowledge
exchange among researchers. These issues arise from the in-transparent nature of
AI-driven code generation and the informal sharing of AI insights, which may hinder
reproducibility and collaboration. This paper introduces git-bob, an innovative
AI-assistant designed to address these challenges by fostering an interactive and
transparent collaboration platform within GitHub. By enabling seamless dialogue
between humans and AI, git-bob ensures that AI contributions are transparent and
reproducible. Moreover, it supports collaborative knowledge exchange, enhancing
the interdisciplinary dialogue necessary for cutting-edge life sciences research.
The open-source nature of git-bob further promotes accessibility and customization,
positioning it as a vital tool in employing LLMs responsibly and effectively within
scientific communities.
license: cc-by-4.0
name: Towards Transparency and Knowledge Exchange in AI-assisted Data Analysis Code
Generation
num_downloads: 13
publication_date: '2024-10-14'
url:
- https://zenodo.org/records/13928832
- https://doi.org/10.5281/zenodo.13928832

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