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    The case for training AI on biological signals, not just text

    An interview summary presents Stanford professor James Zou’s argument that text captures only a fraction of thought—and that superintelligence needs training on physiological signals, not just words.

    James ZouJZ
    1 Source, 21d ago, first seen 21d ago

    TLDR

    A post summarizing an interview with Stanford professor James Zou quotes him calling written language a “downstream artifact” representing “less than 1% of the actual thoughts.” The summary presents his case for training AI on physiological signals. It also describes projects from his lab, including Paper2Agent, which turns papers into interactive “virtual authors,” and SleepFM, which it says predicts risk for about 130 diseases from one night of sleep data.

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    1 Source, first seen 21d ago

    Combined views

    44

    1 Source, first seen 21d ago

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    1 Source

    James Zou@james_y_zouRT @FounderCoHo: 𝗪𝗵𝘆 𝘄𝗼𝗻'𝘁 𝗟𝗟𝗠𝘀 𝗿𝗲𝗮𝗰𝗵 𝗔𝗚𝗜? 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗺𝗶𝗴𝗵𝘁 𝗯𝗲 𝗹𝗲𝘀𝘀 𝘁𝗵𝗮𝗻 𝟭% 𝗼𝗳 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲. Professor James Zou (@james_y_zou) head Stanfor…21d

    1 Source

    James Zou@james_y_zouRT @FounderCoHo: 𝗪𝗵𝘆 𝘄𝗼𝗻'𝘁 𝗟𝗟𝗠𝘀 𝗿𝗲𝗮𝗰𝗵 𝗔𝗚𝗜? 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗺𝗶𝗴𝗵𝘁 𝗯𝗲 𝗹𝗲𝘀𝘀 𝘁𝗵𝗮𝗻 𝟭% 𝗼𝗳 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲. Professor James Zou (@james_y_zou) head Stanfor…21d