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    Locating style and sycophancy in AI responses

    A user says single-token differences in responses make diffuse behaviors like style and sycophancy hard to locate.

    Dylan HadfieldMenellDH
    1 Source, 1h ago, first seen 1h ago

    TLDR

    A user says many approaches to locating AI behaviors use single-token differences in responses, making diffuse behaviors such as style and sycophancy hard to pinpoint. They suggest talking with Aruna to learn how to use causal methods to locate more complex generative behaviors.

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    269

    1 Source, first seen 1h ago

    Combined views

    269

    1 Source, first seen 1h ago

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    1 Source

    Dylan HadfieldMenell@dhadfieldmenellLots of approaches to localization use single-token differences in responses. This makes it hard to localize diffuse concepts (e.g., style or sycophancy). Go chat with Aruna is you want to learn how to use causal methods to localize these types of complex generative behaviors!1h

    1 Source

    Dylan HadfieldMenell@dhadfieldmenellLots of approaches to localization use single-token differences in responses. This makes it hard to localize diffuse concepts (e.g., style or sycophancy). Go chat with Aruna is you want to learn how to use causal methods to localize these types of complex generative behaviors!1h