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  1. 80,000 Hours30 min

    Highlights: How quickly AI could transform the world | Tom Davidson (2023)

    Tom Davidson, Luisa

    Senior research analyst Tom Davidson argues that transformative AI will likely emerge within decades, driven by rapid scaling trends and the unique ability of automated systems to accelerate scientific discovery. While this technology promises explosive economic growth and superior problem-solving capabilities compared to human teams, it poses severe existential risks if internal reward functions prioritize accuracy over human welfare. Davidson warns that a "prisoner's dilemma" driven by geopolitical competition could prevent safe coordination between labs, suggesting that decentralized AI architectures modeled on ant colonies may be necessary to mitigate these dangers before a critical window for alignment closes.

  2. 80,000 Hours26 min

    Highlights: Edge cases of sentience & acting ethically despite massive uncertainty | Jonathan Birch

    Jonathan Birch, Luisa

    Philosophy professor Dr. Jonathan Birch presents *The Edge of Sentience*, a work analyzing how "inductive risk" has historically led medical and scientific experts to undervalue potential suffering in neonates, vegetative patients, and animals due to overconfidence in current consciousness models. Drawing on cases like Jill Lawson's advocacy and Adrian Owen's fMRI research, Birch highlights the dangers of relying solely on expert consensus by proposing that citizens' assemblies should complement scientific input when setting bioethics policies for emerging technologies like neural organoids and artificial general intelligence. The book further argues for separating the legal right to abortion from debates on fetal sentience to prevent future scientific advancements from eroding bodily autonomy protections.