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  1. a16z59 min

    The 2045 Superintelligence Timeline: Epoch AI’s Data-Driven Forecast

    Yafah Edelman, David Owen, Marco Mascorro, Erik Torenberg, Kirsten, Jeff

    Speakers analyze current AI spending as a signal of immediate value rather than a bubble, noting that while rapid compute growth and data center scaling are underway, future profitability hinges on whether large model investments yield proportional returns. The discussion forecasts rapid economic integration with potential GDP gains of 30% under AGI scenarios, alongside a 20-30% risk of a sudden unemployment spike that could trigger immediate government intervention. Looking toward technical milestones, the event projects significant breakthroughs in mathematical problem-solving and robotics within five years, while warning that traditional benchmarks will soon saturate as the industry shifts toward measuring real-world system performance.

  2. Y Combinator59 min

    Suhail Doshi - How to Measure Your Product

    Suhail Doshi, Gustav, Jeff, Andrew Chen, Stuart, Robbie Walker, PG, Adora

    Mixpanel co-founder Suhail Doshi outlined a strategic framework for product measurement focused on solving understanding, onboarding, and retention while warning against the complexity that causes decision paralysis. He detailed a five-lever growth formula and the critical importance of selecting a single North Star Metric, citing Mixpanel's own pivot from generic analytics to engagement tracking as a model for differentiation. The presentation concluded by advocating for harsh retention benchmarks and daily active user metrics to avoid the "Shark Fin" growth pattern, emphasizing that sustainable growth requires prioritizing fundamental user activation over immediate feature expansion.

  3. Y Combinator26 min

    Geoff Ralston and Adora Cheung Discuss Startup School

    Geoff Ralston, Adora Cheung, Craig, Jeff

    Startup School is a 10-week Stanford-taught online program led by YC partners and executives Paul Graham, Sam Altman, and Michael Seibel, designed to lower barriers for early-stage founders globally. The course offers two participation tracks featuring live lectures, expert advice from volunteer founders, and access to exclusive partner deals, while incentivizing serious commitment through $10,000 equity-free grants awarded to 100 completing companies. Building on last year's success where 38 graduates entered the YC accelerator, the initiative aims to maximize global innovation by fostering accountability and providing capital to prevent promising startups from failing due to early funding gaps.

  4. Y Combinator3h 42m

    Startup Investor School Day 4 Live Stream

    Andy Bromberg, Aaron Harris, Ron Conway, Jeff

    The final day of Startup Investor School featured a comprehensive analysis of early-stage investment history by Andy Bromberg, behavioral standards for angel investors presented by Aaron Harris, and a founder-centric investment philosophy from Ron Conway. The session detailed the evolution from traditional venture capital to modern token offerings like ICOs while establishing a strict code of conduct emphasizing reputation, speed, and integrity in deal-making. Ultimately, the event equipped attendees with tools to model SAFE conversions and fostered a network committed to maintaining ecosystem transparency and supporting high-potential founders.

  5. Y Combinator58 min

    Paul Buchheit - Startup Investor School Day 2

    Paul Buchheit, Jeff

    Startup investor Paul Buchheit outlines a strategy prioritizing founders with impossibly ambitious visions and demonstrated resilience over those with polished metrics or low valuations. His approach is validated by massive returns from diverse ventures like Meraki, Twitch, and Cruise, which emerged from ideas that initially appeared flawed or "stupid" to outsiders. Conversely, Buchheit warns that "value investing," pity funding, and slow decision-making consistently lead to losses by missing top-tier opportunities like Airbnb or falling for over-funded failures like Juicero.

  6. Y Combinator2h 41m

    Startup Investor School Day 2 Live Stream

    Jeff, Dalton Caldwell, Ben, Matt, Paul Buchheit, Michael Seibel

    The Startup Investor School brings together prominent figures like Jeff, Dalton Caldwell, and Paul Buchheit to distill a contrarian investment philosophy that prioritizes conviction, speed, and founder quality over market size or consensus. Through case studies of exits ranging from Airbnb to Meraki, the event establishes rigorous frameworks for avoiding herd mentality and executing decisive capital allocation with meaningful check sizes. Attendees receive actionable guidance on navigating modern challenges like ICOs while building long-term networks to support high-growth, deep-tech ventures over a ten-year horizon.

  7. Y Combinator59 min

    Carolynn Levy and Kirsty Nathoo - Startup Investor School Day 1

    Carolynn Levy, Kirsty Nathoo, Jeff, Sam

    The Simple Agreement for Future Equity (SAFE) is a non-debt convertible security designed for early-stage startups to facilitate rapid fundraising through a streamlined five-page document governed by valuation caps or discount rates. While lacking traditional creditor rights like interest or repayment, the instrument converts into preferred stock during priced rounds or liquidity events, with investor returns determined by complex pre-money conversion mechanics and pro rata participation rights. Best practices for execution involve rapid e-signature processing via platforms like Clerky and strict adherence to Y Combinator's handshake protocols to secure high upside potential while avoiding unnecessary legal complexity.

  8. Y Combinator26 min

    Sarah Chou on Finding Product-Market Fit in the Education Industry - at YC Edtech Night

    Sarah Chou, Karen Lien, Chen, Preston, Jeff, Tim, Chad

    Informed K-12, a B2B SaaS platform founded by CEO Sarah and CTO Chen, facilitates the digitization of administrative workflows for school districts by managing over 600 distinct forms ranging from mileage reimbursements to travel authorizations. After pivoting from an unsuccessful teacher-focused Q&A model, the company established a repeatable sales process targeting Chief Business Officials and Assistant Superintendents to validate demand for a system-level paperwork solution. With 22 employees now operating in 22 distinct markets, the firm leverages direct relationship-building strategies and rigorous data privacy standards to modernize back-office operations for districts navigating budget constraints and staffing challenges.

  9. Milken Institute1h 15m

    The Promise of the Bioscience Century

    Paul Irving, Mike Milken, Eric Cantor, Paul Chu, Jeff, Bernardo Zavala, Jr., Bernard Harris, Andy von Eschenbach, Peggy, Francis Collins, Chris Austin

    This event analyzes the critical role of bioscience in driving global economic growth and societal well-being while highlighting China's aggressive $308 billion investment program that threatens to surpass U.S. leadership. Panelists discuss strategic institutional responses, such as DARPA's high-risk research model and the FDA's regulatory innovations, which have accelerated breakthroughs in prosthetics, personalized medicine, and disease prevention. However, fiscal constraints and shifting global demographics necessitate sustained bipartisan funding to preserve the United States' status as a central hub for scientific innovation and global health security.

  10. Milken Institute7 min

    The Global Biomedical Industry: Preserving U.S. Leadership

    Ross Duvall, Jeff

    The Milken Institute's latest report highlights the critical role of the U.S. biomedical sector, which supports over 5 million jobs but faces declining competitiveness due to outdated tax structures and shrinking domestic STEM enrollment. With the era of blockbuster drugs ending and rivals like China rapidly advancing in nanotechnology, the study argues that immediate policy reforms are essential to restore American leadership. Key recommendations include permanently enhancing the R&D tax credit by 25%, reducing the federal corporate tax rate to the advanced economy average of 23%, and increasing funding for the FDA and NIH to better accommodate personalized medicine frameworks.