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Tracy Chou x.com
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2 September
10 August
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Their words
Claude Haiku is my current least favorite model - it hallucinates wildly, and is out-performed now by other similarly priced models like GPT-5.6-Luna Even worse: it seems to still be used by the Claude Code WebFetch tool, which means hallucination risk any time you fetch a URL!
1 July
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korrents.com
Frontier AI models essentially never fabricate outright false facts, unlike smaller modelsTheir words
I haven't seen anything I would call a hallucination from the frontier models.
23 June 2025
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korrents.com
Because of hallucination risk, you should use AI first on topics you already understandTheir words
The risk of hallucination is why I always recommend using AI for topics you understand until you have a sense for their capabilities and issues.
7 July 2024
From one piece Extrinsic Hallucinations in LLMs 2 beliefs, in the piece's order there
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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.
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korrents.com
A language model avoids hallucinating only by being factual and admitting when it does not know the answer.Their words
To avoid hallucination, LLMs need to be (1) factual and (2) acknowledge not knowing the answer when applicable.
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