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  1. All-In Podcast1h 30m

    Supercharging a New FDA: Marty Makary on Science, Power & Patients

    Marty Makary, Friedberg, Chamath, Jason, Dave

    FDA Commissioner Marty McCary has implemented 42 major reforms within his first 10 months to accelerate drug approvals, reduce clinical trial timelines, and restore public trust by ending paternalistic mandates. The agency is reshaping its workforce, shifting research priorities toward environmental and microbiome factors, and challenging China's biotech dominance by streamlining U.S. regulatory infrastructure and adopting AI-driven decision tools. These aggressive changes include converting pivotal trial requirements, eliminating unnecessary animal studies, and reforming food and vaccine policies to lower costs and address chronic disease roots.

  2. All-In Podcast43 min

    All-In Summit: Stephen Wolfram on computation, AI, and the nature of the universe

    Stephen Wolfram, Dave, Joy

    Stephen Wolfram outlines the principle of computational irreducibility to argue that the physical universe operates as a discrete, self-computing system where time emerges from the rewriting of a hypergraph. He explains that this fundamental limit prevents perfect prediction of complex systems like current AI, which remain statistical models confined to a narrow slice of the human conceptual space rather than exploring universal computation. Ultimately, the discussion posits that human consciousness and physical laws are observer-dependent phenomena within the "ruliad," suggesting that the future of civilization depends on expanding our collective understanding by navigating this vast computational reality.