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38:14ENDiffusion Will Win Inference: Stefano Ermon Bets Parallel Tokens Beat Custom SiliconAnime : Sarah Guo, Elad GilThe Stanford diffusion pioneer tells No Priors why a 50-person lab is training language models that generate many tokens at once — and why that maps to GPUs the way transformers once mapped to training.
1:01:27ENTwo Years and Four Months to a Live Reactor: Valar Atomics Wants Energy Ten Times CheaperAnime : Sarah Guo, Elad GilIsaiah Taylor walks Sarah Guo through Ward 250 in Utah and argues that nuclear is a hardware-iteration problem, not a paper-design one.
30:47ENEmbryos Survive 30 Years Frozen. Until Wants Organs to Stop Racing Private JetsAnime : Sarah Guo, Elad GilLaura Deming on reversible cryopreservation: pause an organ—and someday a patient—so a few months no longer decide who lives long enough for the next therapy.
31:57ENPeak 700 GW, average 300 GW: Base Power is wiring home batteries into a power plantAnime : Sarah Guo, Elad GilZach Dell tells Elad Gil how a $1.3 billion raise, a Texas-only retail business, and a Tesla-and-SpaceX hiring bench are meant to cut the cost of moving an electron.
1:01:49ENTwo Academic Hours a Day, and 96 Percent of Kids Say They Love SchoolAnime : Sarah Guo, Elad GilTrilogy founder Joe Liemandt, now principal of Alpha School, tells No Priors how an AI tutor, a two-hour bargain with fifth graders, and a sports-coach ethos are meant to scale to a billion children.
44:49ENHow OpenEvidence Became the Clinical OS for 40% of U.S. DoctorsAnime : Sarah Guo, Elad GilFounder Daniel Nadler tells No Priors how a free search tool for physicians, not an answer engine for patients, took high-stakes clinical knowledge in 18 months.
40:54ENDiscovery rates collapsed tenfold. KoBold still found a 5% copper depositAnime : Sarah Guo, Elad GilJosh Goldman explains why KoBold Metals treats mineral exploration as an information problem, pairing AI with century-old maps to hunt lithium and copper.
23:37ENA Hundred GPUs in Seconds: Why Modal Threw Out Docker and KubernetesAnime : Sarah Guo, Elad GilErik Bernhardsson tells Elad Gil that AI inference is too bursty for year-long GPU contracts, and that the cloud should feel as fast as a laptop.
26:08ENFewer Than 3% of Deals Get Investigated. Selling to the Monopolist Is What Triggers the FTC.Anime : Sarah Guo, Elad GilChair Lina Khan tells No Priors how merger review actually works in AI markets, why open-weight models matter, and why the agency banned most non-competes.
42:42ENEthereum Once Held Two Thousand GPT-3 Clusters of GPUsAnime : Sarah Guo, Elad GilFoundry CEO Jared Quincy Davis on idle H100s, why today's AI cloud is still colocation, and how compound systems move work off giant interconnected clusters.
34:09ENFive Independent Teams Found the Same 10-to-1 Mix That Beats TransformersAnime : Sarah Guo, Elad GilThe authors of S4 and Mamba argue that mostly state-space layers plus a dash of attention is the architecture that actually works—and they are shipping it first as real-time speech.
36:22ENOne Attacker and a For Loop: Why Email Is Still the Softest Target in an AI Arms RaceAnime : Sarah Guo, Elad GilMaterial Security co-founder Ryan Noon on how 2016 election hacks, Google and Microsoft's email duopoly, and large language models are rewriting both sides of cybersecurity.
23:57ENChips, Agents and a Reckoning: Sarah Guo and Elad Gil on the 2023 AI BoomAnime : Sarah Guo, Elad GilThe hosts answer listener questions on the GPU crunch, how soon enterprises will ship AI products, how to build agents, and what 2024 holds for tech valuations.








