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  1. Jane Street1h 18m

    Lindsey Kuper: Abstractions for Expressive, Efficient Parallel and Distributed Computing

    Lindsey Kuper, Ron, Laura, Kunle Olokutun, Asante Toney, Neil Conway, Peter Alvaro, Carl, Nikki Vazou

    The presentation outlines a unified framework for deterministic parallel computing that utilizes Lattice Variables (LVARs) and Conflict-Free Replicated Data Types to ensure correct distributed executions while enabling high-performance acceleration in Julia and Python through non-invasive domain-specific languages. Complementing these runtime systems, the speaker details a formal verification approach for safety-critical neural networks that employs lazy ReLU splitting within SMT solvers to manage the exponential complexity of non-linear activations. Future research aims to democratize solver development by integrating lattice theories directly into SMT architectures and verifying LVAR constraints through advanced type systems.

  2. a16z48 min

    Better Together: Humanity + Machine Learning

    Frank Chen, Peter van de Ven

    Tanya Cushman challenges the narrative of existential AI risk by presenting evidence that thoughtful machine learning deployment will augment human capabilities across industries, citing examples ranging from Amazon's increased hiring to autonomous medical diagnostics. Highlighting a global surge in investment from entities like Accenture and China's 2030 national goals, the presentation details how AI automates dangerous and routine tasks while fostering new roles centered on creativity and empathy. Cushman concludes by urging organizations to prioritize data integrity and open-source collaboration to ensure these technological shifts strengthen society rather than trigger an arms race.

  3. Milken Institute1h 2m

    Money Never Sleeps: Global Investment Outlook

    Steve Krouskos, David Bonderman, Michael Carmen, Brian Sheth

    Panelists in this investment forum assert that technology-driven productivity gains and the digitalization of industries significantly outweigh current geopolitical risks, citing a 700% ROI for software and a critical shortage of IT talent. The discussion highlights a structural shift where companies remain private longer due to regulatory burdens, while private capital increasingly fills credit gaps for high-growth software firms. Looking forward, experts recommend focusing on long-term AI adoption and emerging markets like India over short-term volatility, while warning of potential near-term recessions triggered by premature Federal Reserve rate hikes.

  4. Milken Institute35 min

    Press Pause: Wellbeing for the Always On feat. Jay Shetty

    Jay Shetty

    A former monk and behavioral science expert led a practical session debunking three common mindfulness myths while demonstrating how diaphragmatic breathing enhances creativity and productivity. Through interactive challenges like multitasking tests, the instructor taught participants to redirect focus and lower their emotional response speed by synchronizing inhalation and exhalation counts. The event concluded with actionable advice to "top and tail" daily routines with brief breathing exercises, emphasizing that consistent practice requires no special equipment or settings.

  5. a16z1h 7m

    Immigration Shifts 2019: Prep & Resources for Startups

    Ting Ni, Hendrik Pretorius

    This analysis addresses the critical recruitment and compliance challenges facing Silicon Valley employers, where foreign-born talent comprises nearly 70% of the technical workforce yet faces onboarding delays six times longer than domestic hires. The event details specific strategies for navigating high-rate Requests for Evidence in H-1B filings, leveraging alternative visa pathways like O-1 and L-1, and maintaining operations during government shutdowns. It further outlines actionable recommendations for drafting robust internal immigration policies and preparing for upcoming regulatory shifts regarding wage levels and STEM OPT extensions.

  6. Milken Institute17 min

    The Stories We Tell Feat. Jay Shetty

    Jay Shetty

    Challenging the triviality of current social media usage, the presentation outlines a strategy to leverage mobile penetration for distributing life-changing wisdom through emotionally resonant storytelling. By transforming passive consumption into active participation, campaigns by National Geographic and mental health initiatives achieved massive global reach, turning viral moments into offline community support and mentorship networks. The proposed framework prioritizes understanding audience pain, integrating entertainment to enhance retention, and enabling co-creation to facilitate implicit learning.

  7. Milken Institute1h 2m

    Putting Principle into Practice: How to Make Sustainability Profitable

    Ryan Brennan, Curt Custard, Hiromichi Mizuno, John Murphy, Hugh O'Reilly, Mark Watson, Hiro Mizuno

    Senior executives from major global entities including GPIF, Newton, Coca-Cola, and John Swire & Sons convened to analyze the integration of sustainability into long-term investment and corporate strategy. The panelists established a consensus that divestment is less effective than active engagement, citing empirical evidence that engaged companies generate significantly higher returns while avoiding the "rhetoric" caused by undefined standards. Key outcomes included the adoption of rigorous ESG metrics, the alignment of executive compensation with sustainability goals, and a strategic shift toward cross-sector collaboration to address complex challenges like water scarcity and decarbonization.

  8. Milken Institute1h 48m

    Working Smarter: The Future of Jobs

    Richard Ditizio, Mary Gu, Robert Kelly, Dimitra Manis

    This event synthesizes critical demographic shifts and technological disruptions, projecting that the global population will age significantly by 2050 while automation displaces 14% of the workforce. Speakers highlight stark disparities in educational progress between the US and Asia, alongside the rapid cost reductions in genomic sequencing and vertical farming that promise to redefine economic output. The discussion concludes with policy recommendations for gender equality and parenthood support, aiming to align future capital markets and digital fluency with a universal dream of opportunity based on merit rather than geography or origin.

  9. Milken Institute1h 10m

    The Evolution of Leadership

    Heidi Toribio, Sharanjit Leyl, Marina Mahathir, Michael Owen, Igor Tulchinsky, John Wood

    The Milken Women's Leadership Summit gathered industry leaders like John Wood, Marina Mahathir, and Michael Owen to redefine inclusion as active participation and highlight the fusion of data, artificial intelligence, and human resilience in modern governance. Participants addressed the critical need to democratize financial education through initiatives like WorldQuant University while navigating digital scrutiny and leveraging technology to bypass media restrictions in global advocacy. The session concluded with a consensus that future leaders must balance decisive action with long-term ecosystem building, prioritizing transparency and humility as the ultimate measures of character.

  10. Milken Institute1h 1m

    The Rise of Blockchain: How To Trust Strangers

    Adam Burden, Cory Johnson, Tianmin Liu, Sopnendu Mohanty, Kaidi Ruusalepp

    Moderated by Adam Burden, a panel featuring experts from Ripple, Iki Finn, Funderbeam, and the Monetary Authority of Singapore defined blockchain's shift from theoretical trust mechanisms to production use cases that cut settlement times from days to minutes. The discussion detailed specific implementations where Ripple streamlines cross-border payments, Iki Finn traces agricultural supply chains, and Singapore's Project Ubin tests tokenized currency, while highlighting that high-volume transaction integrity remains a technical hurdle. Experts concluded that while the technology offers significant efficiency gains for financial services, supply chains, and government, its widespread adoption depends on resolving regulatory friction and ensuring that governance structures can evolve alongside the code.

  11. a16z59 min

    a16z Podcast | The Science and Business of Innovative Medicines

    Jorge Conde, Vijay Pande, Sonal Chokshi, Vas Narasimhan

    Novartis transformed its portfolio through a $50 billion restructuring that divested consumer healthcare to prioritize advanced therapies, data science, and proprietary platforms for cell and gene treatments. Under CEO Vas Narasimhan, the company enforces strict "standard of care" mandates for project approval, integrates market access early in development, and invested $15 billion to own specialized infrastructure while leveraging AI for financial forecasting and pathology analysis. This strategic pivot targets a 10% clinical success rate by shifting from bespoke drug development to modular platforms and dedicated digital innovation centers, positioning the firm to address undruggable targets and future modalities like xenotransplantation.

  12. Milken Institute1h 0m

    How China Is Transforming Southeast Asia

    Kirk West, Paul Gruenwald, Robin Hu, Jonathan Woetzel, Francis Sock Ping Yeoh

    Panelists analyzed the fragility of South China Sea stability, China's Belt and Road Initiative-driven manufacturing shifts, and severe environmental threats like overfishing and plastic pollution across Southeast Asia. While China projects dominance through massive infrastructure spending and trade expansion, experts highlighted significant friction points including lack of local employment, debt transparency concerns, and ongoing geopolitical posturing with the United States. The discussion concluded that sustainable regional growth requires deprioritizing conflict in favor of accelerated infrastructure development, stricter environmental standards, and renewed U.S. engagement through trade frameworks like the TPP.

  13. Milken Institute1h 30m

    A Conversation with Howard Marks: Mastering the Market Cycle

    Howard Marks, Michael Milken

    Investment strategist Howard Marks emphasizes that historical market cycles and human psychology consistently drive asset pricing, challenging the "this time is different" narrative while highlighting the critical importance of valuation over asset quality. His analysis of structural shifts, from the evolution of bond covenants to the rise of passive investing, underscores that risk is cyclically determined by investor sentiment and liquidity rather than economic fundamentals alone. Ultimately, Marks argues that successful capital allocation requires recognizing probabilistic outcomes and maintaining sufficient resources to exploit the extreme fear and pricing inefficiencies that arise during inevitable downturns.

  14. Milken Institute59 min

    Breaking the Bank: How Asian FinTechs Are Redefining Financial Services

    Dan Murphy, Kevin Jacques, Donald Lacey, Akshay Naheta, Simon Paris

    The event analyzes the rapid divergence between Asian FinTech markets and legacy systems, highlighting a strategic industry shift from consumer-focused models to B2B platformization and embedded finance. It details how insurance and banking sectors are transforming through IoT data, usage-based pricing, and regulatory consolidation, while capital flows increasingly favor late-stage firms with proven unit economics over early-stage valuations. Finally, the discussion outlines critical success factors for founders and incumbents, emphasizing that long-term partnership strategies and deep regulatory expertise are essential to navigate fragmented global landscapes and avoid commoditization.

  15. Milken Institute56 min

    Asia's Next Frontier: Building Capabilities for Translational Research

    Tanisha Carino, Christiana Bardon, Carl Firth, Annalisa Jenkins, Baiju Shah, Chris Bardone

    Faster Cures and Milken Institute convene Asian policymakers and industry leaders to address the critical "Valley of Death" separating basic science from clinical cures across the region's rapidly expanding R&D landscape. The discussion highlights Singapore's strategic shift toward translational funding and data infrastructure, China's accelerated regulatory reforms, and the Harrington Project's hybrid model designed to bridge skill and capital gaps for high-burden diseases. While genomic initiatives and reimbursement changes promise to modernize access, the session concludes that overcoming cultural barriers in patient advocacy and workforce specialization remains essential for translating scientific knowledge into effective patient treatments.