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Cake day: July 1st, 2023

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  • Detecting a hallucination programmatically is the hard part. What is truth? Given an arbitrary sentence, how does one accurately measure the truthfulness of it? What about the edge cases, like a statement that is itself true but misrepresents something? Or what if a statement is correct in a specific context, but generally incorrect?

    I’m an AI optimist but I don’t see hallucinations being solved completely as long as LLMs are statistical models of languages, but we’ll probably have a set of heuristics and techniques that can catch 90% of them.