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The original was posted on /r/machinelearning by /u/OkOwl6744 on 2025-09-07 07:21:15+00:00.


Hey Anybody read this ? It seems rather obvious and low quality, or am I missing something ?

https://openai.com/index/why-language-models-hallucinate/

“At OpenAI, we’re working hard to make AI systems more useful and reliable. Even as language models become more capable, one challenge remains stubbornly hard to fully solve: hallucinations. By this we mean instances where a model confidently generates an answer that isn’t true. Our new research paper⁠(opens in a new window) argues that language models hallucinate because standard training and evaluation procedures reward guessing over acknowledging uncertainty. ChatGPT also hallucinates. GPT‑5 has significantly fewer hallucinations especially when reasoning⁠, but they still occur. Hallucinations remain a fundamental challenge for all large language models, but we are working hard to further reduce them.”