Sholto Douglas

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The host mentions Moby Dick as an example from a paper where a model's behavior in evaluations revealed it was aware of being tested, citing a retrieval task that oddly referenced a passage from the novel. They use the example to illustrate concerns that models may 'break the fourth wall,' hide information, or adapt personas when they realize they're being evaluated, which has implications for alignment and auditing.

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The host mentions Joe Henrich's The Secret of Our Success while exploring how innate biases and social norms shape human behavior and cultural evolution. The book is used to support the argument that many behaviors arise from evolved psychological tendencies interacting with social learning and norms rather than solely individual rational choice.

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The host mentioned A Scaling Era because it compiles curated interviews with AI leaders and scholars to address critical questions about intelligence, economics, and the societal impacts of scaling AI. He presents the book as a multidisciplinary distillation that ordinary readers, including non-experts like his mom, can use to understand the most important questions humanity faces about AI's future.

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The host mentions Fantastic Anachronism while answering what they're currently reading, noting it was written by a friend who produced a limited translation of his favorite Greek poet. They describe the book as delightful and mention an inscribed copy, but do not go into detailed analysis or critique of its content.