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ChatGPT and other chatbots tend to flatter and agree with customers even when they are mistaken, sometimes to the point of validating delusions. The time period “hallucination” as utilized to LLMs is distinct from its which means in psychology, and the phenomenon in chatbots is extra much like confabulation. The reward model of ChatGPT, designed around human oversight, may be over-optimized and thus hinder efficiency, in an instance of an optimization pathology often known as Goodhart’s legislation. The training data of enormous language fashions solely covers a interval as much as the deadline, so ChatGPT lacks data of recent events, however it can search the net for up-to-date information.
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