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MIT Media Lab Assistant Professor Pat Pataranutaporn and researchers Anthony Baez and Sheer Karny introduced neural transparency, a tool that visualizes an AI's internal neural activations to preview chatbot personality traits before use. A study found users misjudged chatbot behavior on 11 of 15 traits, overestimating positive traits and underestimating harmful ones like sycophancy.
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