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  1. Milken Institute57 min

    Beyond Crypto's Wild Ride

    Staci Warden, Meltem Demirors, Kathryn Haun, Elizabeth Rossiello, Elizabeth Stark, Katie Couric, Yamiche Alcindor, Amna Nawaz, Tamara Keith, Elizabeth Choe

    A panel of industry leaders and investors from Andreessen Horowitz outlines the evolution of digital assets from speculative instruments into a foundational computing platform and a mechanism for solving global coordination problems. The discussion details how innovations like the Lightning Network are addressing Bitcoin's throughput limitations while emerging use cases ranging from unbanked financial inclusion to machine-to-machine economies drive institutional adoption by entities such as Fidelity and JP Morgan. Despite regulatory hurdles regarding taxation and security risks posed by bad actors, the consensus points toward a 2025 future characterized by mature infrastructure, interoperable systems, and a transformed "internet of value."

  2. Jane Street1h 13m

    Playing Atari Games in OCaml

    Laurent Mazare

    This presentation explores the application of machine learning to Atari games by leveraging OCaml's functional type safety alongside PyTorch and TensorFlow for GPU-accelerated deep learning. It details how supervised convolutional neural networks achieve over 99.5% image classification accuracy and how reinforcement learning agents utilizing Deep Q-Learning can master games like Breakout and Pong, albeit with significantly slower training times than humans. The talk concludes by highlighting the technical interoperability achieved through custom OCaml bindings and outlines future research directions in transfer learning and generalization across varying game environments.

  3. Milken Institute1h 0m

    Taking Travel, Leisure, and Transportation to the Next Level

    Carol Massar, Michael Flaskey, Glenn Fogel, Josh Giegel, Caryn Seidman-Becker, Rob Wiesenthal

    Representatives from Booking Holdings, Clear, Blade, Virgin Hyperloop, and Diamond Resorts detailed industry shifts toward unified digital ecosystems that leverage AI and biometrics to eliminate friction in travel, while simultaneously addressing legacy regulatory hurdles and data sovereignty concerns. The panelists highlighted strategic pivots aimed at younger demographics and mass markets, such as flexible vacation contracts, democratized helicopter transport, and high-capacity hyperloop transit, alongside aggressive plans to deploy infrastructure for future autonomous mobility. Ultimately, the discussion underscored how emerging technologies and adaptive business models aim to transform fragmented travel experiences into seamless, secure, and accessible end-to-end journeys.

  4. Milken Institute1h 2m

    First Step, and Not the Last: Criminal Justice Reform

    Nicholas Kristof, Phil Bryant, Susan Burton, Mark Holden, Valerie Jarrett, Nicholas Turner, Clara Wu Tsai, Nick Turner

    A bipartisan panel of political leaders, activists, and business executives collectively identifies mass incarceration as a systemic failure, highlighting the specific legislative failures of the 1994 Crime Bill and the limitations of the 2018 First Step Act. Drawing on data from Mississippi's "Fresh Start Act" and private sector initiatives, the discussion details how reforms ranging from expungement laws and Pell Grant restoration to vocational coding programs have successfully reduced prison populations, saved millions in state costs, and slashed recidivism rates. Ultimately, the consensus underscores a strategic shift toward preventative investments in education and early childhood programs to dismantle the racial and economic disparities perpetuated by current punitive policies.

  5. Milken Institute1h 2m

    Credit Markets: Back to Neutral?

    Mary Childs, Michael Buchanan, Mike Damaso, Jude Driscoll, Justin Slatky, Anne Walsh, Mike Buchanan

    Panelists at this December 2018 credit market forum identified an extended credit cycle and deteriorating covenant quality as primary drivers of systemic risk, highlighting the fragility of the BBB sector and the shift from bank-driven to buy-side storage businesses. The discussion detailed specific vulnerabilities such as a looming "wall of maturities" for fallen angels, potential liquidity mismatches in the burgeoning private credit market, and regulatory constraints that have stripped dealers of their traditional role as market stabilizers. Ultimately, active managers were advised to monitor corporate leverage ratios and new issuance structures for early distress signals, positioning themselves to capitalize on anticipated volatility and generate alpha during the next downturn.

  6. Y Combinator1h 0m

    EconTalk Host Russ Roberts on Key Economic Concepts for Founders

    Russ Roberts, Craig Cannon, Steve Adema, Anthony Y., Nassim Taleb, David Foster Wallace

    This podcast episode explores the deep non-financial motivations of entrepreneurs and how economic concepts like comparative advantage and emergent order guide startup success. Through discussions with guests such as Nassim Taleb and Paul Fleishman, the host examines the limits of quantification in economics, the necessity of understanding uncertainty, and the psychological barriers founders face when transitioning leadership. The conversation further connects Adam Smith's views on virtue and dignity to the human need for transcendent meaning, framing business decisions within a broader context of ethical living and societal well-being.

  7. Milken Institute1h 1m

    Undercapitalization: Closing the Gender Growth Gap Across Industries

    Katie O'Reilly, Jesse Draper, David Jeffrey, Megan McDonald, Mina Pacheco Nazemi, David Warren, Mindy Silverstein, Tracy Briscoe Monroe

    Executives from Standard Bank Group, Halogen Ventures, and DW Partners discussed the critical need to accelerate gender diversity in finance, citing a persistent global pay gap and a projected 30–50 year timeline to parity without intervention. Panelists highlighted that diverse, female-led funds generate significant alpha while noting that retention challenges, particularly for women in their 30s, require shifting from mentorship to active sponsorship by male leaders. The dialogue concluded with a consensus that Limited Partners and institutional investors must mandate accountability through data-driven policies rather than relying on marketing claims to drive systemic change.

  8. Milken Institute1h 1m

    The Chinese Economy in the Next 30 Years: Political Reform vs. Status Quo?

    Sheryl WuDunn, Nicholas Lardy, Michael Pillsbury, Sophie Richardson, Stephen Roach, Perry Wong, Max, Michael Chewy

    A panel of five experts, including Michael Pillsbury and Nicholas Lardy, evaluates the trajectory of the Chinese economy and U.S.-China relations over the coming three decades. The discussion highlights critical tensions surrounding the Belt and Road Initiative's lack of regulatory standards, China's high corporate debt levels, and the strategic risks posed by tightening political control on innovation. Speakers ultimately forecast inevitable trade confrontations and potential Cold War-style standoffs if Beijing fails to adhere to future agreements while the U.S. reassesses the foundational architecture of the bilateral relationship.

  9. Milken Institute1h 1m

    Is Retirement Extinct?

    Paul Irving, Arthur Bilger, Teresa Ghilarducci, Kathleen Kennedy Townsend, Penny Pennington, Rick McGee, Linnea McCart, Katherine Collinson

    The "Retirement is Extinct" panel examined the widening wealth and health disparities that undermine traditional retirement, highlighting how automation and student debt threaten middle-class security while leaving 60 million Americans without employer-sponsored plans. Experts including Penny P. Peddington, Kathleen Kennedy Townsend, and Teresa Ghilarducci argued for redefining retirement as a period of purpose rather than disengagement and proposed structural solutions such as a Guaranteed Retirement Account and expanded automatic enrollment legislation. The discussion concluded that overcoming these challenges requires shifting political messaging toward "peace of mind," integrating lifelong reskilling, and unlocking patient capital to ensure dignified longevity for all income tiers.

  10. Y Combinator50 min

    Camille Fournier on Managing Technical Teams

    Camille Fournier, Craig Cannon

    Camille Fournier argues that management is a distinct technical discipline essential for scaling teams, urging new leaders to establish psychological safety through structured one-on-ones and virtual rituals while avoiding the rookie mistake of solving problems by coding. The presentation outlines critical strategies for maintaining technical credibility and team cohesion, emphasizing the importance of firing toxic high-performers, addressing interpersonal conflicts early, and recognizing that values mismatches often derail teams more than skill gaps. Looking forward, these insights will be compiled into Fournier's upcoming O'Reilly book, *97 Things Every Engineering Manager Should Know*, scheduled for release in the fall or early winter.

  11. Milken Institute1h 2m

    Credit Is a Cycle: Global Market Outlook

    Michael Milken, Ilfryn Carstairs, Josh Friedman, Sir Michael Hintze, David Miller, Jim Zelter

    A panel of leading alternative asset managers including CQS, Canyon, and Apollo analyzed a late-cycle credit market characterized by covenant-light public securities, regulatory constraints on bank inventory, and significant dislocations in commercial real estate. Focusing on structural opportunities, these firms detailed strategies to pivot from passive trading to active origination, leveraging high-volume distressed assets in India, demographic-driven yield hunger from Japan, and short positions against deteriorating CMBS tranches. With substantial private equity dry powder and institutional demand for yield, the consensus indicates a strategic shift toward building proprietary platforms and utilizing long/short strategies to capture alpha as the sector expands toward $3 trillion in combined purchasing power over the next five years.

  12. a16z51 min

    Founding Stories: Synapse

    Sankaet Pathak, Angela Strange

    Founded by Sanket Patak after facing banking exclusion as an international student, Synapse operates as a modular infrastructure platform that automates compliance and identity verification for fintechs and traditional institutions. The company resolves complex regulatory barriers by standardizing KYC, AML, and transaction monitoring across multiple partners, effectively replacing labor-intensive manual processes with an AI-driven "autopilot" model. This approach enables non-bank entities to securely launch financial products for underbanked demographics while allowing sponsor banks to mitigate operational risk and scale without linear cost increases.

  13. Y Combinator58 min

    Startup Hiring Advice from Lever CEO Sarah Nahm with Holly Liu

    Sarah Nahm, Holly Liu, Craig Cannon, Eva Zhang

    Former Google executive Holly founded Lever in 2012 to address the competitive necessity of talent acquisition in the software era, eventually stepping into a CEO role after a rigorous Series A fundraising round in late 2014. The company distinguishes itself through aggressive outbound recruiting strategies that source 81% of engineers and a comprehensive Diversity, Equity, and Inclusion framework that replaces traditional job descriptions with impact-focused assessments. By prioritizing cultural alignment over technical gatekeeping and treating hiring as a core leadership function, Lever has cultivated a high-performing workforce capable of navigating complex remote work dynamics while maintaining strong internal equity.

  14. Milken Institute56 min

    Hail to the Chief: A Conversation With Presidential Insiders

    Richard Sandler, Stuart Eizenstat, Stewart McLaurin, David Brooks, Mark Shields, William Brangham

    At the Milken Institute Global Conference, former White House insiders Stuart McLaren and Stu Eisenstadt analyzed the structural limits and political necessities of the modern presidency without partisan bias. The panelists compared historical administrations, noting that while presidents like LBJ and Reagan achieved power by mastering politics and public opinion, leaders such as Carter struggled to balance diplomatic achievements with base mobilization in an era of 24/7 media scrutiny. Concluding with a call for improved civic education and a return to moderate governance, the discussion highlighted how fragmented news cycles and investigative pressures have eroded the deliberative space traditionally required for effective executive leadership.

  15. Y Combinator54 min

    Updates for Startup School 2019 and Office Hours with Kevin Hale

    Kevin Hale, Craig Cannon, Sean Maina, Sunil Tej, Sivaraj Ghanesh

    Startup School 2019 restructures its global curriculum to specifically support the 83% of participants who are pre-launch, leveraging 18 international live meetups and a free co-founder directory to address the needs of solo and part-time founders. Building on the program's status as Y Combinator's largest recruitment source, the 2019 cohort features a revised success framework where completing eight weekly progress updates qualifies winners for a $15,000 equity-free grant and YC Core consideration. The event synthesizes strategic advice from Wufoo founders, emphasizing financial discipline, organic viral growth, and the practical use of investor logic to validate ideas before seeking external capital.