Latest Interviews
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Clear all filters- Milken Institute59 min
Investing in a New Generation of China
Timothy Dattels, Goodwin Gaw, Jin Qiu, Jason Tan, Jonathan Woetzel, Yibing Wu
This event analyzes China's economic transformation from a manufacturing exporter to a consumer-driven powerhouse facing demographic headwinds, while highlighting rapid innovation in AI, fintech, and luxury markets. Panelists identify key investment opportunities in co-living, digital-physical connectivity, and sustainability, alongside regulatory shifts in finance and healthcare that challenge traditional monopolies. The discussion also addresses the geopolitical implications of supply chain diversification, protectionist barriers in health-tech, and the strategic evolution of China's financial infrastructure toward global competitiveness.
- Milken Institute58 min
Pushing the Boundaries of the Final Frontier: Space
Anousheh Ansari, Peter Diamandis, Bernard Harris, Jr., Steve Isakowitz, Leland Melvin, George Whitesides
Peter Diamandis, Dr. Bernard Harris, Steve Isakowitz, Leland Melvin, and George Whitesides convened to analyze the transition from government-dominated space exploration to a competitive, multi-planetary future driven by private investment and technological innovation. The panel detailed critical advancements in reusability, AI integration, and life support systems while highlighting how space research directly addresses terrestrial challenges like wildfire management, osteoporosis, and global connectivity. Ultimately, the discussion underscored an urgent shift toward democratizing access to space to foster a unified human perspective and secure economic viability through resource extraction and international collaboration.
- 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."
- Jane Street1h 13m
Playing Atari Games in OCaml
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.
- a16z16 min
Growth, Sales, and a New Era of B2B
The B2P growth sales motion is emerging as the dominant disruptive force in the B2B sector, challenging traditional enterprise models through a hybrid strategy that combines consumer-style bottom-up adoption with top-down sales monetization. This approach allows startups to achieve rapid organic traction before deploying sales teams to capture enterprise value, effectively bypassing the defensive capabilities of incumbents like Cisco and SAP while democratizing market access for founders in global hubs ranging from Berlin to Silicon Valley. However, success requires navigating complex execution risks, such as balancing viral growth with monetization authority and avoiding sales-growth imbalances, as traditional venture capital evaluation models struggle to assess these intricate interaction curves.
- 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.
- Y Combinator21 min
Ilya Volodarsky - Analytics for Startups
This presentation establishes a universal business funnel framework centered on Acquisition, Engagement, and Monetization metrics, defining Product-Market Fit through a four-week retention plateau between 20% and 30%. Founders are advised to implement a specific tool stack, including Google Analytics for traffic and Amplitude or Mixpanel for user cohorts, while avoiding the trap of optimizing software selection before validating core product value. Successful execution requires maintaining a central data dashboard for daily accountability, utilizing session replay tools like FullStory to fix friction points, and ensuring retention metrics align with the natural usage cycles of the specific business model.
- Y Combinator14 min
Michael Seibel - How to Plan an MVP
The presentation defines the Minimum Viable Product as a rapid, imperfect artifact designed to validate specific user problems through immediate feedback rather than a polished final release. It outlines strategic principles for early-stage startups to launch within weeks by strictly timeboxing features and utilizing manual workarounds, as illustrated by the minimalist origins of companies like Airbnb and Stripe. Furthermore, the framework emphasizes that a true launch occurs only upon acquiring the first active customer, distinguishing this pragmatic validation from theoretical planning or high-profile public events.
- a16z18 min
Software Eats Care Delivery
A16Z BioFund partners identify the healthcare sector as a transformative growth opportunity comparable to the internet in 1999, driven by urgent needs for automation, data interoperability, and consumer-centric service models. The firm prioritizes investments in startups that streamline high-volume administrative tasks, unbundle acute care facilities, and leverage AI to enhance patient outcomes rather than replace clinical judgment. A16Z evaluates these opportunities by targeting companies with clear return on investment, recurring revenue streams, and distribution advantages that can overcome industry-wide inefficiencies and rising patient financial burdens.
- 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.
- Y Combinator32 min
Eric Migicovsky - How to Talk to Users
Eric Migicovsky, Eric Mitryakovsky
Y Combinator partner Eric Mitryakovsky, drawing on his experience founding Pebble, outlines a rigorous framework for founders to validate market demand by personally conducting user interviews that avoid pitching and hypothetical questions. He recommends identifying high-value customers by quantifying the cost, frequency, and budget authority of their specific problems while utilizing guerrilla acquisition tactics like face-to-face meetings at industry events. To objectively measure progress toward product-market fit, the strategy emphasizes tracking the 40% "very disappointed" metric and validating features through pre-payment or credit card data rather than relying on user feedback or compliments.
- 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.
- 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.
- Y Combinator2 min
Elad Gil: When do you know you have Product Market Fit?
The discussion identifies three primary signals of product-market fit, beginning with high user retention on technically flawed platforms like early Twitter. It further highlights organic adoption by major enterprise clients, citing specific examples such as Apple for PagerDuty, Facebook for Zeplin, and broad brand uptake for Airtable. Finally, the analysis emphasizes the power of intense emotional feedback from early adopters, illustrated by the life-saving impact testimonials received by the hereditary cancer risk startup Color.
- Y Combinator1 min
Paul Graham: What does it mean to do things that don't scale?
The "doing things that don't scale" philosophy, central to Y Combinator's teachings, advises founders to execute manual, high-effort tasks to acquire early customers despite the method's inherent unsustainability. This approach, championed by co-founder Paul Graham based on his personal experiences, prioritizes gaining critical information about customer needs over efficiency during the initial startup phase. By engaging in these painstaking operations, entrepreneurs mitigate the risk of failing to reach significant scale while building the foundational knowledge required for future growth.