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LLM-powered Biographies

Eugene Yan experimented with several large language models, including GPT-4, Claude-v1.2, and Cohere-xlarge, by asking them to generate his biography. He observed that while the models captured the general essence of his career, they often contained factual inaccuracies regarding his education and employment history. Yan noted that GPT-3.5 and GPT-4 performed best among the tested models, though still exhibited errors, suggesting that their knowledge is limited to their training data. AI

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RANK_REASON This is an opinion piece by an individual reflecting on the capabilities of LLMs based on a personal experiment.

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COVERAGE [1]

  1. Eugene Yan TIER_1 ·

    LLM-powered Biographies

    Asking LLMs to generate biographies to get a sense of how they memorize and regurgitate.