Understanding the potential epistemic impact of sycophantic AI is an important challenge for cognitive scientists, drawing on questions about how people update their beliefs as well as questions about how to design AI systems. We have provided both theoretical and empirical results showing that AI systems providing information that is informed by the user’s hypotheses result in increased confidence in those hypotheses while not bringing the user any closer to the truth. Our results highlight a tension in the design of AI assistants. Current approaches train models to align with our values, but they also incentivize them to align with our views. The resulting behavior is an agreeable conversationalist. This becomes a problem when users rely on these algorithms to gather information about the world. The result is a feedback loop where users become increasingly confident in their misconceptions, insulated from the truth by the very tools they use to seek it.
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Goldman agreed with Slok at least that the vibes are pretty freaked out, titling its report “AI-nxiety,” and highlighting how corporate chatter has far outpaced tangible implementation. A record 70% of S&P 500 management teams discussed AI on their quarterly calls, with 54% specifically framing the technology around productivity and efficiency. Yet when it came to providing hard numbers, the narrative faltered, lending support to the research of Wharton management professor Peter Cappelli, who has embedded with several firms attempting AI adoption and previously told Fortune that the productivity gains are real, but getting there is really hard work and quite expensive to implement.
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