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  1. Sequoia Capital31 min

    Google's Jeff Dean on the Coming Transformations in AI

    Jeff Dean, Bill Korn

    This presentation outlines the trajectory of deep learning from its 2012 scaling breakthroughs toward a future of multi-modal agents and physical robotics capable of performing thousands of tasks within two years. It details a converging industry landscape where a handful of foundational models drive a secondary ecosystem of efficient, specialized architectures supported by Google's upcoming Ironwood TPU generation and Pathways system. The discussion further projects how these advancements will revolutionize scientific discovery, democratize virtual engineering through junior-level AI assistants, and reshape economic structures via dynamic compute allocation.

  2. Sequoia Capital7 min

    Open Evidence Captures Doctors’ Collective Wisdom with AI ft. Zachary Ziegler

    Zachary Ziegler, Zach

    OpenEvidence, a medical search tool used daily by over 25% of US physicians, recently enabled an internal medicine doctor to successfully manage an in-flight emergency for an immunocompromised cancer patient without diverting the aircraft. By synthesizing current literature and CDC data, the platform confirmed the patient did not require immediate intervention and provided a targeted treatment protocol that ensured a positive outcome upon landing. Building on this high-volume, real-time performance, the company is now expanding into direct workflow integration and developing an Aggregate Clinical Wisdom initiative to encode expert consensus from top specialists across various fields.

  3. Sequoia Capital24 min

    Anthropic CPO Mike Krieger: Building AI Products From the Bottom Up

    Mike Krieger, Trevor Johnsen, Sam Nelsons, Emily Fortuna, Dave Elliott Smith, Mike McDonald Jr.

    At a recent strategic discussion, Anthropic executive Mike McDonald Jr. outlined a paradigm shift where the distinction between AI-generated and human-created content becomes irrelevant, emphasizing instead that provenance via blockchain and compelling human storytelling will define future value. The organization is operationalizing this vision through a "bottoms-up" product philosophy and the development of the Model Context Protocol (MCP), which evolved from engineer-led integrations to establish a standardized, open framework for autonomous agent interactions and economic transactions. Internally, this approach has resulted in massive AI adoption with over 70% of code reviews generated by machines, though leaders note that non-technical organizational bottlenecks now pose the primary constraint on high-velocity development.

  4. Sequoia Capital10 min

    9 Years to AGI? OpenAI’s Dan Roberts Reasons About Emulating Einstein

    Dan Roberts, Einstein

    OpenAI demonstrated a strategic pivot toward test-time compute and reinforcement learning by showcasing models like O1 and O3 that solve complex physics problems, such as quantum electrodynamics and General Relativity, in minutes compared to human timescales. To support this new scaling paradigm where reasoning effort outweighs pre-training data, the organization plans to raise $500 billion to construct massive data center facilities in Abilene, Texas. This infrastructure investment aims to accelerate a timeline predicting that within nine years, systems will evolve from reproducing existing scientific knowledge to generating novel discoveries comparable to Einstein's major breakthroughs.

  5. Sequoia Capital9 min

    How OpenAI Built its Groundbreaking Deep Research Product ft. Isa Fulford

    Isa Fulford

    OpenAI's Deep Research introduces an agentic o3 model capable of executing complex, multi-step online investigations over five to thirty minutes to generate analyst-level reports. Targeted at professionals like venture capitalists and academics, the system synthesizes cross-lingual data through interactive clarifications and real-time transparency into its reasoning process. While current versions prioritize read-only browsing and citation granularity, the roadmap outlines plans to integrate these tools into broader reasoning models and enable autonomous action-taking based on findings.

  6. Milken Institute43 min

    A Conversation with Citadel CEO Ken Griffin | Global Conference 2025

    Ken Griffin, Michael Milken

    Ken Griffin critiques current U.S. fiscal policies and immigration frameworks, warning that regressive tariffs and restrictive visa rules threaten to erode national flexibility while failing to retain the international scientific talent essential for future growth. He advocates for aggressive K-12 and higher education reforms driven by school choice and data transparency to dismantle systemic inefficiencies, citing Success Academy and his own Harvard philanthropy as models for overcoming institutional inertia. Looking forward, Griffin aims to mobilize an estimated $150 billion in generational wealth to fund private-sector innovations and inspire a new era of scientific ambition similar to the 1960s space race.

  7. Sequoia Capital34 min

    How AI is Reinventing Software Business Models ft. Bret Taylor of Sierra

    Bret Taylor, Ravi, Robin Wright, Clay, DAN GALPIN, BRETT HESTERBERG

    Brett Taylor, formerly CTO of Facebook and current leader of Sierra, outlines a transformative vision for the AI sector where specialized, outcome-based agents replace traditional websites and software subscriptions. Taylor advises entrepreneurs to evolve beyond personal technical expertise to avoid stagnation, emphasizing that the next trillion-dollar opportunities lie in vertical-specific solutions that deliver tangible business results rather than generic productivity tools. Through Sierra's innovative pricing model that charges only for autonomous resolutions, the company exemplifies a strategic shift toward selling outcomes, positioning startups to outmaneuver legacy incumbents struggling to adapt their business models to this new era.

  8. Sequoia Capital19 min

    The Data Center is the New Unit of Compute: Crusoe CEO Chase Lochmiller

    Chase Lochmiller, David Kahn, Pat

    Crusoe Energy is rapidly constructing massive AI factories in Abilene, Texas, leveraging a vertically integrated supply chain to deliver gigawatts of power capacity decades ahead of traditional utility timelines. By repurposing stranded renewable energy and deploying advanced cooling architectures, the company accelerates the shift toward sovereign AI infrastructure while addressing critical bottlenecks in power and hardware availability. Founder Chase Lockmiller positions this industrial-scale approach as the mechanism to manufacture intelligence, creating a resilient foundation for the next phase of artificial general intelligence.

  9. Sequoia Capital18 min

    The Physical Turing Test: Jim Fan on Nvidia's Roadmap for Embodied AI

    Jim Fan

    NVIDIA Director Jim Phan outlines the "Physical Turing Test," a benchmark for robots performing complex physical tasks indistinguishable from human performance, while identifying data scarcity as the primary bottleneck for current systems. To overcome this, NVIDIA employs Simulation 2.0, utilizing generative models like Robocasa and video diffusion to exponentially scale training environments and introduce the GR00T N1 open-source model capable of zero-shot generalist control. This technological evolution aims to transition the physical world into a "Physical API," where software-defined skills enable autonomous robots to seamlessly handle household and industrial tasks, effectively embedding human-like dexterity into everyday infrastructure.

  10. Goldman Sachs22 min

    AI Exchanges: How tech giants are navigating the AI landscape

    Eric Sheridan, Allison Nathan, George Lee

    Major technology giants are sustaining record capital expenditures through 2025 to solidify AI infrastructure dominance, with Goldman Sachs projecting this peak intensity to slow in 2026 despite tariff-related cost increases. Executives from Meta, Alphabet, and Amazon characterize the sector as being in the early innings of a third computing shift, prioritizing defensive positioning and infrastructure monetization over immediate application-layer profitability. Although investor sentiment remains bifurcated by macroeconomic risks, current valuations reflect a strategic reliance on these incumbents' unprecedented balance sheet scale to navigate the transition from raw training to commercial deployment.

  11. Milken Institute30 min

    A Conversation with Nvidia CEO Jensen Huang | Global Conference 2025

    Jensen Huang, Michael Milken

    NVIDIA CEO Jensen Huang frames AI as a $100 trillion industrial revolution that creates "AI factories" to automate labor and reintegrate millions of workers into the global economy. Operating as an end-to-end infrastructure provider, the company builds massive, gigawatt-scale systems while arguing that unrestricted global chip trade is essential for establishing dominant U.S. standards. Through a culture of perpetual resilience and a focus on "Physical AI," NVIDIA aims to close the technology divide and drive GDP growth across healthcare, manufacturing, and robotics sectors.

  12. Sequoia Capital29 min

    AI's Trillion-Dollar Opportunity: Sequoia AI Ascent 2025 Keynote

    Pat Grady, Sonia, Konstantin Vargas

    Sequoia Capital outlines a strategic framework for the AI opportunity, predicting that the sector will disrupt both software and services markets by shifting value from selling tools to selling outcomes. The firm emphasizes investing in companies that demonstrate durable adoption and functional data flywheels, noting that 2024 marked a transition from hype to utility in vertical applications like healthcare and law. Looking ahead, the presentation predicts the emergence of an agent economy where interconnected agents manage resources and tasks, potentially enabling a "one-person unicorn" era through new management strategies.

  13. Sequoia Capital8 min

    Ambient Agents and the New Agent Inbox ft. Harrison Chase

    Harrison Chase

    LangChain CEO Harrison Chase introduces ambient agents as background systems designed to execute complex, multi-step operations by monitoring event streams rather than relying on direct chat input. These agents operate within a strict human-in-the-loop framework that utilizes patterns like action approval, editing, and time-travel rollback to ensure accuracy while preventing full autonomy. To support this architecture, LangChain has enhanced its LangGraph infrastructure for state persistence and scalability while deploying an Agent Inbox UI that enables users to manage long-running workflows through direct oversight and feedback integration.

  14. Milken Institute56 min

    Game Changers: Unlocking the Global Sports Economy | Global Conference 2025

    Emmanuel Acho, Willow Bay, Sam Kennedy, Rich Paul, Alex Rodriguez, Jason Wright

    Moderated by Emanuel Ocho, a panel of five high-profile sports leaders including Alex Rodriguez, Rich Paul, and Sam Kennedy detailed the economic transformation of women's sports and the strategic necessity of institutional capital for franchise growth. The discussion highlighted how shifting from altruistic models to revenue-focused ecosystems has driven record attendance and a 200% surge in sponsorship, while establishing that sustainable success relies on defining culture through face-to-face interaction and long-term investment patience. By addressing market gaps in media coverage and merchandise, these leaders argued that balancing fiduciary duties with player well-being is essential for navigating an era where athletes now control their own narratives and investors target high-growth asset classes.

  15. a16z26 min

    Modernizing Warfare and Beyond

    Liz McNally, Qasar Younis, Erin Price-Wright

    The Defense Innovation Unit is accelerating the integration of dual-use commercial technology into the Department of Defense by partnering with companies like Applied Intuition to prototype and field software at scale. This strategy leverages new congressional flexibility and the Commercial Solutions Opening model to bridge the gap between agile industry innovation and military needs, addressing critical challenges in the Indo-Pacific against China's advancing autonomy capabilities. By prioritizing "dual fluency" talent and a venture-first procurement approach, DIU aims to modernize the defense industrial base and ensure the U.S. maintains a technological edge in software-defined warfare.