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Wikipedia:WikiProject AI Tools/Idea lab

From Wikipedia, the free encyclopedia

see also: AI-related ideas in the Community Wishlist

Controlling hallucinations with LLM's

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Plausible approach for controlling hallucinations suggested by Gavin Mendel-Gleason who is working with Peter Turchin.[1]

Summarizing discussions

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Having an easy way to summarize discussions - main points/arguments for/against.[2][3]

Training data

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  • Are there any efforts to improve FA/GA/FL with the idea that it would provide a stronger dataset for various machine-learning or AI models?
  • Are there any efforts to have editors specialize in an area of contributing to Wikipedia so that models could train on their edits when making improvements to sections like Further reading, the lead, infoboxes, etc.?
  • Are there any lists of reliable sources that explicitly allow for training and use by AI models?

References

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  1. ↑ Mendel-Gleason, Gavin (October 5, 2025). "AI Driven Citation: Controlling Hallucinations With Concrete Sources" (Blog). BookWyrm.ai.
  2. ↑ Harrison, Stephen (August 24, 2023). "Wikipedia Will Survive A.I." Slate Magazine (Column).
  3. ↑ Wales, Jimmy (2025). The Seven Rules of Trust: A Blueprint for Building Things That Last. Dan Gardner (1st ed.). New York: The Crown Publishing Group. p. 190. ISBN 978-0-593-72747-8.