Published on: 2025-06-11 17:41:37
So, Lecun has been quite public saying that he believes LLMs will never fix hallucinations because, essentially, the token choice method at each step leads to runaway errors -- these can't be damped mathematically. In exchange, he offers the idea that we should have something that is an 'energy minimization' architecture; as I understand it, this would have a concept of the 'energy' of an entire response, and training would try and minimize that. Which is to say, I don't fully understand this.
Keywords: choice concept energy lecun understand
Find related items on AmazonPublished on: 2025-06-12 03:41:37
So, Lecun has been quite public saying that he believes LLMs will never fix hallucinations because, essentially, the token choice method at each step leads to runaway errors -- these can't be damped mathematically. In exchange, he offers the idea that we should have something that is an 'energy minimization' architecture; as I understand it, this would have a concept of the 'energy' of an entire response, and training would try and minimize that. Which is to say, I don't fully understand this.
Keywords: choice concept energy lecun understand
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