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Nathan Lambert Bluesky
Seems like one of the most important research problems for CS academics is llm-supervised peer review. If we don’t solve it the academic institutions are toast. It seems easier than building new institutions.
The subject this post names, from the same vocabulary the directory files beliefs under, and the words it uses that this site has seen least often elsewhere. Posts are matched on those words alone — nothing here is a summary of this one.
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4 September
26 September 2025
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squirrels don't go to school. Squirrels can learn all about the world. It's absolutely obvious I would say that um supervised learning doesn't happen in animals.
7 July 2024
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korrents.com
Using supervised fine-tuning to teach a language model new knowledge risks increasing its hallucination rate.Their words
These empirical results from Gekhman et al. (2024) point out the risk of using supervised fine-tuning for updating LLMs' knowledge.
16 January 2024
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SupervisedTheir words
Longtime tech reporter Matt Lynley offers an uncommonly technical assessment of new AI developments in his newsletter Supervised. Original reporting and a fast cadence help this one stand out from other AI newsletters.
20 February 2022
5 December 2021
26 April 2018
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