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  1. Y Combinator35 min

    François Chollet: How We Get To AGI

    François Chollet

    Recent analysis of the Abstraction Reasoning Corpus series reveals that while standard pre-training scaling fails at fluid intelligence, Test-Time Adaptation enables models to dynamically solve novel problems, though current systems still lag significantly behind human performance on the 2025 ARC-2 benchmark. To bridge this gap, the field is adopting the Kaleidoscope Hypothesis, which posits that future architectures must integrate continuous intuition with discrete programmatic reasoning to achieve true compositional generalization. This shift drives the development of endia-like meta-learners capable of synthesizing custom code and maintaining a dynamic library of abstractions, with the explicit goal of accelerating independent scientific discovery by early 2026.

  2. Y Combinator41 min

    Satya Nadella: Microsoft's AI Bets, Hyperscaling, Quantum Computing Breakthroughs

    Satya Nadella

    Satya Nadella frames the current era as a fourth platform shift driven by AI, cloud infrastructure, and supercomputers, predicting a transition where software engineers evolve into architects managing autonomous agents. He identifies change management as the primary deployment barrier and outlines a strategy where Microsoft utilizes forward deployment engineers to help organizations restructure workflows for "over-constrained" problems in sectors like healthcare and education. Looking ahead, Nadella emphasizes that future growth depends on resolving energy constraints, establishing trust, and developing first-class systems for memory and tool use to maximize social surplus.

  3. Sequoia Capital32 min

    OpenAI’s Sam Altman on Building the ‘Core AI Subscription’ for Your Life

    Sam Altman, Jens Nordvigsen, DAN GALPIN, SAM SACCONE

    OpenAI has evolved from a 14-person research lab into a commercial powerhouse driven by the GPT-3 API and the viral ChatGPT platform, which now serves 500 million weekly active users. Under Sam Altman's leadership, the organization prioritizes high-impact small teams and a vision of becoming a personalized AI operating system while navigating a market where startups outpace legacy enterprises in agility. The company's roadmap emphasizes the transition from text-based assistants to autonomous agents by 2025, with future infrastructure expected to facilitate seamless agent-to-agent communication and eventual robotics applications.

  4. 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.

  5. 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.

  6. a16z44 min

    The Software Crisis Behind America's Infrastructure

    Leila Hay, Phillip Buckendorf, Leonard J. Kosinski

    ASI Co-founders Philip and retired General Leo Leo address the United States' critical software crisis by merging commercial aviation technology with Department of Defense logistics to replace fragmented legacy systems. Their strategy establishes a unified "collective logistics" framework that leverages AI-driven predictive capabilities to secure supply chains against cyber threats and geopolitical instability. By standardizing software stacks across the private and public sectors, the organization aims to rapidly modernize military infrastructure and maintain U.S. power projection capabilities by 2034.

  7. Milken Institute30 min

    Bottom-Up Growth: Little is the New Big | Finance Forum 2025

    Dan Carol, Evan Feinberg, Michelle Moore, Lynn Overmann, Ryan Streeter

    The 2025 Milken Institute Finance Forum, themed "Building Resilient Communities," convened leaders from the Civitas Institute, Groundswell, and Stand Together to launch the "Pathways to Capital" platform and debate bottom-up growth strategies for underserved areas amid declining federal funding. Panelists including Michelle Moore and Evan Feinberg highlighted successful models such as rural clean energy hubs and social service matchmaking tools that utilize data-driven capital stacking to reduce poverty and disaster costs. The event concluded with a consensus on adopting a "scout and scale" methodology and reforming top-down policies to better align with and fund local innovation for 10,000 communities.

  8. Milken Institute30 min

    MacArthur Genius Raj Chetty Talks Economic Opportunity Creation | Global Conference 2024

    Raj Chetty, Kevin Hassett

    Using anonymized tax data and social network analysis, researchers have identified that high-opportunity neighborhoods and "economic connectedness" between income groups are the primary drivers of upward mobility, contrasting sharply with the national decline where only 50% of children born in the mid-1980s now earn more than their parents. A randomized Seattle trial demonstrated that adding brokerage services to housing vouchers successfully moved over half of low-income families to these high-mobility areas, yielding an estimated $200,000 lifetime earnings increase per child for a mere 2% cost increase. While place-based investments and private sector partnerships in cities like Charlotte show promise, future policy efforts are expanding the voucher model to nine additional cities to systematically address the loss of talent and inequality affecting both social equity and innovation.

  9. Goldman Sachs24 min

    Navigating the volatility in global bond markets

    Jonathan Fine, George Cole, Alison Nathan, Jonny Fine

    Following a global surge in bond yields driven by stronger-than-expected US growth and revised Federal Reserve policy expectations, investors are now pricing in heightened inflation risks and significant fiscal issuance from the incoming administration. Despite this volatility, corporate credit markets remain robust as earnings outpace borrowing costs, while central banks focus on preventing wage-driven second-round inflationary effects. Goldman Sachs' Jonny Fine projects a favorable bond outlook for 2025 based on underlying inflation moderation and the belief that current neutral rate concerns are overstated.

  10. Jane Street41 min

    Charlie Marsh: uv: An Extremely Fast Python Package Manager

    Charlie Marsh

    Charlie Marsh of Astral introduces UV, a Rust-based Python package manager that functions as a unified drop-in replacement for tools like pip and Poetry by combining installation, dependency resolution, and environment management into a single high-performance workflow. Since its mid-February release, the tool has achieved 16 million monthly downloads by addressing Python's complex dependency graph challenges through advanced SAT solving, Algebraic Decision Diagrams, and a zero-copy architecture that treats virtual environments as ephemeral. UV now commands over 10% of all PyPI requests, leveraging custom version parsing and cache reflinking to enable near-instant package installation and declarative dependency locking.

  11. Milken Institute31 min

    A Conversation with Tshering Tobgay, Prime Minister of Bhutan | Asia Summit 2024

    Tshering Tobgay, Curtis S. Chin

    The transcript attributes nonsensical remarks to a fictional "Prime Minister" named Sharon Cogman, a title that does not exist within Bhutan's actual constitutional framework of a King and elected leadership. The document contains numerous historical impossibilities, such as references to a "Gulf War 13th" and contradictory theological-economic claims, while failing to present any coherent policy details, specific data points, or actionable trends. Consequently, the text represents an incoherent hallucination rather than a legitimate speech, offering no verifiable outcomes, factual content, or substantive narrative arc.

  12. All-In Podcast37 min

    Juan Carlos Izpisua Belmonte, Altos Labs | All-In Summit 2024

    Juan Carlos Izpisua Belmonte, Chamath, Friedberg, Juan Carlos Espucía Belmonte, Juan Carlos Belmonde

    Altos Labs, backed by a $3 billion seed investment, is advancing a partial reprogramming strategy that utilizes controlled pulses of Yamanaka factors to reverse aging by restoring closed chromatin conformation without altering the DNA sequence. Early experimental results demonstrate that this approach successfully extends lifespan and reverses specific age-related pathologies in mice and non-human primates, while ex vivo organ treatments show promise for improving transplant viability. With initial clinical applications targeted at acute conditions like liver failure, the company aims to transition from viral vectors to safer, scalable delivery methods to broadly enhance cellular resilience against age-related decline.

  13. Milken Institute36 min

    Paul Chan, Financial Secretary, Government of the Hong Kong SAR | Global Investors’ Symposium 2024

    Paul Chan, Laura Diehl Lacey

    The Milken Institute's inaugural Global Investors Symposium in Hong Kong, featuring Chief Executive Paul Chan as keynote speaker, unites over 550 global executives to advance the city's strategic goal of bridging international and Chinese capital markets. Against a backdrop of 3.2% GDP growth and new policy measures to liberalize property markets and support asset management, the forum highlights initiatives such as the "Capital Investment Entrant Scheme" and the world's first comprehensive licensing regime for virtual assets to attract US$12 billion in corporate investment and 100,000 qualified arrivals. By leveraging its unique position under "One Country, Two Systems," Hong Kong aims to solidify its status as a primary offshore RMB hub and a testing ground for China's financial market opening.

  14. Goldman Sachs29 min

    Canva CEO Melanie Perkins on growing an idea into a multibillion-dollar design company

    Melanie Perkins, Ryan Nolan

    Canva, led by co-founders Melanie Perkins and Cliff Obrecht, has scaled to serve 165 million users and 90% of Fortune 500 companies by leveraging a bottom-up adoption strategy and its proprietary Magic Studio for AI-driven design automation. The company recently pivoted toward "wall-to-wall" enterprise deployment while maintaining profitability, a trajectory supported by its strategic acquisition of visual AI firm Collido and a dedicated trust and safety framework. Guided by a dual mission of commercial growth and social impact, Canva plans to expand its ecosystem to one billion monthly active users by donating equity and profits to eradicate extreme poverty.

  15. Y Combinator23 min

    Enterprise Sales | Startup School

    Pete Koomen, Pete Kuhman

    Optimizely co-founder Pete Kuhman outlines a rigorous enterprise sales framework for technical founders, emphasizing that selling before product-market fit requires experimentation with targeted prospecting and personalized outreach. The strategy prioritizes deep discovery during initial calls, uses product-specific narratives to demonstrate value during demos, and treats pricing as a signal of problem severity rather than a fixed metric. By actively managing implementation roadmaps to ensure customer adoption and navigating procurement hurdles with internal champions, founders can transform sales skills into a transferable superpower for fundraising and hiring.