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  1. Y Combinator35 min

    Scaling Growth | Gustaf Alstromer, YC Partner (formerly Airbnb) & Ed Baker (formerly Uber)

    Gustaf Alstromer, Ed Baker

    Ed Arons and Gustav Sorensen discuss their experience scaling growth teams at Uber, Airbnb, and Facebook, contrasting early viral tactics that exploited platform loopholes with sustainable strategies focused on retention and marketplace liquidity. The speakers detail how successful scaling requires aligning product and engineering functions, adapting paid acquisition to local constraints, and replacing short-term viral hacks with long-term investments in SEO, data science, and user experience optimization. Furthermore, they emphasize the necessity of institutionalizing experimentation to challenge assumptions, citing specific examples like copy adjustments in Japan and WeChat integration in China, while advocating for unified operational models that track acquisition, churn, and re-engagement separately.

  2. Y Combinator34 min

    How Should Business Schools Prepare Students for Startups? – Jeff Bussgang and Michael Seibel

    Jeff Bussgang, Michael Seibel, Craig Cannon

    YC CEO Michael Seibel and HBS lecturer Jeff Busgang debate the persistent gaps between MBA education and startup execution, identifying technical deficits, lack of commitment, and excessive research as primary reasons for high rejection rates. While Business Schools like Harvard are adapting through physical integration with engineering departments and new joint degrees, the traditional curriculum often fails to instill the immediate traction and hands-on coding skills required by venture capitalists. Ultimately, Seibel advises non-technical founders outside top hubs to prioritize working at early-stage startups over pursuing an MBA, citing real-world experience as superior preparation for building transformational ventures.

  3. Y Combinator40 min

    At the Intersection of AI, Governments, and Google - Tim Hwang

    Tim Hwang, Craig Cannon

    Tim Wong, Google's Global Public Policy Lead for AI and Machine Learning, navigates the intersection of technical security challenges, privacy constraints, and societal impacts like job displacement. He highlights critical tensions between de-biasing data and protecting minority privacy while emphasizing that current adversarial vulnerabilities limit high-stakes automation adoption. To address these issues, Google promotes global policy experimentation and educational reforms that shift computer science toward example-based learning and domain-specific expertise.

  4. Y Combinator31 min

    Building Your Board | Glenn Kelman

    Glenn Kelman, Selina Tobaccowala, James Slavitt, Jeff Markowitz, Mark Singer, Emily Melton, Austin Ligon, Reed, Julie Bornstein, Bob Milad, Jason, Janie, Scott, Chris Roski

    Redfin CEO Peter van de Ven transformed his company's governance by shifting board relations from adversarial to collaborative, implementing strict communication protocols and off-site retreats to foster honest dialogue and strategic alignment. To ensure operational efficiency, the firm recruited board members based on peer-scale experience and mission alignment rather than corporate prestige, resulting in employed agents who are three times more productive than industry standards. This deliberate restructuring of founder-board dynamics and executive accountability has enabled Redfin to maintain higher Net Promoter Scores while generating hundreds of millions in annual revenue.

  5. Y Combinator31 min

    Scaling Product | Fireside with Joe Gebbia and Reid Hoffman

    Joe Gebbia, Reid Hoffman

    Airbnb achieved product-market fit by abandoning scalable code solutions in favor of manual, non-scalable actions, such as founders personally photographing listings to overcome trust barriers and reduce user friction. To sustain hyper-growth while maintaining culture and empathy, the company institutionalized practices like hiring for future needs, training core values interviewers, and mandating that employees regularly experience the platform as travelers and hosts. This strategic focus on deep user connection and operational realism eventually enabled the expansion from a simple room-rental service to a comprehensive travel ecosystem featuring Experiences and a global network of professional photographers.

  6. Y Combinator28 min

    Scaling Culture | Jason Kilar, former Hulu CEO

    Jason Kilar

    Jason, a corporate culture expert with twenty years of scaling experience at Disney, Amazon, and Hulu, argues that organizational values must be codified into repeatable mechanisms to survive growth beyond fifty employees. He details how Disney relied on explicit behavioral modeling and dedicated training institutions, while Amazon utilized written leadership principles and tangible awards to dismantle bureaucracy and enforce "Disagree and Commit" protocols. Additionally, Jason explains how Hulu leveraged provocative cultural documents to repel misaligned candidates and rigorously terminated high performers who violated core tenets, demonstrating that good intentions alone cannot sustain culture at scale.

  7. Y Combinator41 min

    From Startup to Scaleup | Sam Altman and Reid Hoffman

    Sam Altman, Reid Hoffman

    Originating from a Stanford class led by Reid Hoffman and Sam Altman, this event synthesizes the core principles of "blitzscaling" to address how technology startups can rapidly expand while maintaining network effects and organizational coherence. Through discussions on YC's continuity fund and hiring hierarchies that prioritize values over specific skills, the gathering outlines strategies for managing the chaos inherent in growing from twenty to over 500 employees. The session concludes by defining the critical shift from early-stage intuition to structured communication and capital efficiency, emphasizing that sustainable scaling requires leaders to explicitly balance inefficient growth with eventual profitability.

  8. Y Combinator33 min

    The Technical Advisor for Silicon Valley on HBO: Ed McManus

    Ed McManus, Craig Cannon

    Former Yardsale founder Ed McManus served as a technical advisor for *Silicon Valley* Season 3, where he guided writers to ensure code accuracy and advocated for realistic infrastructure choices like AWS adoption. His consultancy enabled the production to craft a plausible "Middle Out" algorithm and navigate the "Anti-Entourage" narrative constraint of engineered failures while integrating viral audience interactions through active fictional GitHub profiles. Ultimately, McManus departed after the season to return to entrepreneurship, citing the show's bleak conclusion as a resonant parallel to his own post-exit experiences.

  9. Y Combinator42 min

    Hiring Engineers with Ammon Bartram

    Ammon Bartram, Craig Cannon

    Amon Bartram, co-founder of the engineering recruitment startup TripleByte, details a methodology that replaces generic interview formats with four distinct, data-driven assessments designed to eliminate noise and accurately match specific company needs with candidate skills. By analyzing over 2,000 interviews, his approach identifies how traditional whiteboarding and credential-focused screenings often fail to predict job success compared to practical coding, debugging, and system design tasks. The presentation concludes with actionable recommendations for reducing interviewer bias, such as standardizing evaluation criteria and avoiding hazing, while advising candidates to focus on breadth-first search fundamentals and high-volume practice to improve their hiring outcomes.

  10. Y Combinator44 min

    Ideas, Products, Teams, and Execution with Dustin Moskovitz (How to Start a Startup 2014: Lecture 1)

    Dustin Moskovitz, Sam Altman

    Led by Y Combinator President Sam Altman and 16 guest speakers from billion-dollar companies, this course delivers a data-backed curriculum for hyper-growth startups that emphasizes mission-oriented strategy over romanticized entrepreneurship. The curriculum defines success through a rigorous equation of idea, product, execution, and luck while warning founders to avoid ventures unless driven by an overwhelming compulsion to solve a specific problem. It details a ten-year path to market dominance that prioritizes building products loved by a small initial user base to trigger organic word-of-mouth growth before scaling.

  11. Goldman Sachs24 min

    Talks at GS – Dr. John J. DeGioia and Dr. Ruth Simmons: Confronting the Legacy of Slavery

    Dr. John J. DeGioia, Dr. Ruth Simmons, Jack DeGioia

    Georgetown University and Brown University have undertaken rigorous historical investigations that revealed their founding and financial stability were directly tied to the transatlantic slave trade and the sale of enslaved people. In response to these findings, Georgetown has initiated a renaming project to honor specific individuals from the 1838 sale, while Brown's leadership emphasizes that the legacy of slavery remains an active, unresolved force in contemporary society. Both institutions reject silence as a moral failure, positioning their transparency and ethical reckoning as essential models for addressing historical atrocities and their enduring social consequences.

  12. Jane Street38 min

    How to Build an Exchange

    Claudio, Ron, Pete

    A US equities matching engine utilizes a deterministic, single-instance architecture to process three million messages per second while ensuring fair, latency-critical order execution across thousands of symbols. The system employs C++ and OCaml on a dedicated machine to replace complex distributed consensus with high-speed, single-threaded logic, allowing state machines to recover from failures within 30 to 60 seconds via message log replay. This design guarantees regulatory reproducibility and financial reliability by eliminating consensus overhead, enabling clients to achieve precise atomicity and global risk enforcement through simplified, high-throughput message sequencing.

  13. Jane Street26 min

    Why Functional Programming Doesn't Matter

    John Hughes, Tony Hoare

    Jane Street, a high-frequency proprietary trading firm executing millions of daily trades, attributes its engineering success to OCaml's expressive static types rather than traditional functional features like laziness or strict purity. This type system enforces correctness by eliminating null pointer exceptions, forcing logic updates at compile-time to prevent bugs, and encoding business invariants to exclude impossible states. Consequently, the firm prioritizes predictable performance and verifiable clarity to protect its capital against errors, viewing advanced type systems as a more critical asset than higher-order functions or declarative purity.

  14. Jane Street29 min

    Incremental

    Sebastian

    Sebastian, a developer at Jane Street, presents the Incremental library, a self-adjusting computation system that enables dynamic dependency graphs for high-performance trading, risk modeling, and user interfaces. The discussion details the library's eight-version evolution, which resolved critical memory leak and performance bottlenecks by replacing heap-based sorting with a partial order system and implementing explicit observer tracking. These architectural improvements, combined with GADTs and CPU cache optimizations, allow the system to execute minimal necessary updates while supporting complex dynamic graph topologies.

  15. Y Combinator31 min

    Drew Houston : How to Build the Future

    Drew Houston, Sam Altman, Drew Haust

    Drew Houston co-founded Dropbox in 2007 after Y Combinator rejected his initial venture, forming a partnership with Arash Todd to build a file-syncing service that validated market demand through a viral referral program. The company evolved from a storage tool into a collaboration platform by strategically pruning unsuccessful products like Carousel and Mailbox to focus on its core value proposition. Houston subsequently shifted his leadership style from technical coding to strategic management, utilizing insights from literature and advisors to navigate scaling challenges while maintaining a private status to avoid public market volatility.