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  1. a16z27 min

    CRISPR 2.0 and the Future of Gene Therapies

    Andy Tran

    The gene therapy sector is undergoing a paradigm shift from simple transgene addition to precise CRISPR-based editing, driven by recent FDA approvals and a pipeline projecting dozens of Phase 3 trials this year. Despite significant progress in developing base editors and expanding delivery vectors, the industry faces critical bottlenecks in manufacturing scalability and achieving organ-specific targeting without immunogenicity. Successful organizations are distinguishing themselves by combining rigorous engineering mindsets with interdisciplinary teams to optimize modalities and automate production for a future of millions of patients.

  2. Milken Institute58 min

    Jobs of the Future

    Karen Gilchrist, Kevin Aluwi, Feon Ang, Jeanne Lim, Stephanie Nash, Jon-Paul Pritchard

    Panelists from the World Economic Forum, Gojek, and Dyson convened to analyze the displacement of 75 million jobs by 2030 while advocating for a strategic pivot toward continuous learning and behavioral skills like resilience. The discussion highlighted how automation augments human productivity in sectors such as Southeast Asian ride-hailing and banking, yet warns that without legislative reforms and corporate investment in gig workers, low-skilled laborers face significant economic exclusion. Speakers proposed a future workforce defined by social impact and creative fulfillment, urging governments to implement skills credits and updated labor laws to support a transition where technology and human intelligence coexist.

  3. Milken Institute57 min

    Reimagining Financial Services

    Alison Tudor-Ackroyd, Abdulla Almoayed, Michael DeAddio, Brady Dougan, Akber Jaffer, Kenny Lam

    Industry leaders from WorldQuant, Two Sigma, and Finastra discussed the strategic shift toward treating diverse data as a primary competitive asset, highlighting how cloud migration and open banking mandates in regions like Bahrain are accelerating institutional alpha generation. The dialogue detailed rapid talent acquisition strategies in Asia and the digitization of wholesale markets, noting that emerging technologies such as deep learning and AI are democratizing access to complex analytical tools while reshaping risk management practices. Looking ahead, experts predict significant disruption in Asian insurance and trade finance sectors, where legacy banking models are expected to commoditize into utilities as fintechs leverage real-time data to drive customer engagement and operational efficiency.

  4. Milken Institute1h 1m

    AI and Machine Learning in Cancer Medicine

    Marc Hurlbert, Maurice Ferré, Colin Hill, Mike Nohaile, Susan Swetter, Amanda Hall, Mark Shieldsmann, Lisa Desjardins

    The Melanoma Research Alliance, which has directed over $250 million toward global melanoma initiatives, convened experts to address rising mortality rates and the critical need for advanced early detection technologies. Panelists from Stanford, GNS Healthcare, and Amgen demonstrated how deep learning algorithms now match human dermatologists in image classification while causal modeling predicts treatment responses to accelerate precision medicine. Despite current limitations regarding data quality, algorithmic bias, and regulatory hurdles, these advancements aim to bridge rural care gaps and eventually substitute traditional clinical trials with robust in-silico simulations.

  5. Y Combinator15 min

    Geoff Ralston - Parting Advice

    Geoff Ralston, Paul Graham

    YC President Jeff Ralston concluded the 10-week Startup School by advising founders to define unique trajectories and prioritize building products people want over comparing themselves to peers. He illustrated resilience through case studies of companies like Inception, Lala, and Airbnb, emphasizing that the appropriate response to inevitable crises is to immediately execute actions such as coding and user engagement rather than succumbing to inaction. The session further outlined a strategic framework for ethical leadership, urging founders to maintain co-founder health, foster positive team cultures, and pursue ambitious goals to establish enduring organizations.

  6. Jane Street1h 6m

    Derek Dreyer: RustBelt: Logical Foundations for the Future of Safe Systems Programming

    Derek Dreyer, Ralf Jung, Jacques-Henri Jourdan, Robbert Krebbers, Hoang-Hai Dang, Jan-Oliver Kaiser

    The MPI for Software Systems' "Rust Belt" project applies decades of academic research to formally verify the safety guarantees of the Rust programming language against the risks posed by "unsafe" code. By leveraging the Iris framework and mechanizing proofs in the Coq assistant, the team establishes a semantic safety model that independently verifies complex libraries like `Arc` and `Mutex`, successfully identifying critical bugs in memory ordering and reference counting. This methodology ensures that future language evolution and standard library modifications can proceed with mathematical certainty that undefined behavior remains impossible.

  7. Milken Institute59 min

    Fighting Fake News: Can You Handle The Truth?

    Jonathan McClory, Warren Fernandez, Ellana Lee, Gary Liu, Maria A. Ressa

    Industry leaders, including Maria Ressa and Gary Liu, convened to analyze how profit-driven internet economics and state-sponsored cyber warfare have eroded democratic trust by incentivizing the rapid spread of disinformation. The discussion highlighted the disproportionate impact of these campaigns on journalists and younger demographics while rejecting media literacy as a standalone solution in favor of multilateral regulatory frameworks and global governance agreements. To operationalize these defenses, the World Editors Forum announced World News Day to mobilize professional newsrooms in exposing corruption and reclaiming verified information amidst rising deepfake threats.

  8. Y Combinator25 min

    Jared Friedman - Advice for Hard-tech and Biotech Founders

    Jared Friedman

    This event defines hard tech as capital-intensive ventures facing significant technical uncertainty and outlines a framework for overcoming high upfront costs through lightweight MVPs and strategic validation. It highlights Y Combinator's unique admissions advantage for these sectors while presenting case studies of founders like Boom and Solugen who secured progress without building full-scale products. Furthermore, the discussion details a fundraising strategy that relies on incremental milestones and stakeholder engagement to de-risk capital-intensive journeys from initial seed rounds to major deployments.

  9. Y Combinator29 min

    Carolynn Levy - Modern Startup Funding

    Carolynn Levy

    Early-stage financing has shifted from complex, costly Series A preferred stock rounds to streamlined convertible securities like Y Combinator's SAFE, which allow founders to raise capital rapidly without immediate legal counsel. While these instruments facilitate frequent small checks and faster closings, they introduce challenges such as tracking dilution until conversion and potential administrative burdens from party rounds with numerous angels. Ultimately, founders must balance the efficiency of modern templates against specific deal structures and regional investor preferences to avoid corner cases where funding fails to convert into equity.

  10. Y Combinator28 min

    Kevin Hale - How to Pitch Your Startup

    Kevin Hale

    This presentation guides startup founders on how to structure investor applications by defining ideas as hypotheses comprising a problem, solution, and unfair advantage. It emphasizes creating legible, concise descriptions that use concrete nouns and relatable analogies to ensure investors can instantly grasp the business model. By prioritizing clarity over technical jargon and marketing fluff, founders can signal operational efficiency and increase their chances of securing funding in a highly competitive selection process.

  11. Milken Institute1h 0m

    Philanthropy and Democracy in the 21st-Century

    LaTese Briggs, Chuck Harris, George Pavlov, Rob Reich, Amy Smith

    Moderator Latisse Briggs hosted a panel featuring Chuck Harris, George Pavlov, Rob Reich, and Amy Smith to dissect the tension between rising inequality and philanthropic capital deployment strategies. The speakers critiqued the "dead hand" of perpetual wealth and the plutocratic nature of tax deductions, advocating instead for time-limited funding cycles, radical transparency, and collaborative "collusion for good" to replace isolated market-style philanthropy. Ultimately, the group consensus emphasized that private capital must shift from temporary fixes to scalable, evidence-based interventions that influence government priorities while respecting democratic accountability.

  12. Milken Institute1h 0m

    The Future of Europe: Security, Economy, and the Transatlantic Relationship

    Stephanie Flanders, Peter Beyer, Niall Ferguson, Richard Haass, Lord Mandelson, Yascha Mounk, Laura Rudas

    European leaders and analysts convened to address the Eurozone's robust economic recovery amidst vulnerabilities in Germany's export sector and structural innovation deficits, while navigating a fractured political landscape marked by the rise of populism and potential autocratic drift in Central Europe. The discussion highlighted critical geopolitical challenges, including a strained transatlantic alliance driven by US protectionism and a strategic shift toward an Asian-centric global order where Europe faces pressure from China's economic dominance. Key figures such as Neil Ferguson, Peter Beyer, and Richard Haass warned that without unified fiscal reforms and a cohesive defense strategy, the Union risks further fragmentation ahead of the upcoming European Parliament elections.

  13. Y Combinator20 min

    Kevin Hale - Startup Pricing 101

    Kevin Hale

    This presentation outlines how pricing optimization delivers superior returns compared to acquisition or retention, yet remains the most neglected lever due to founder fear of customer loss. It details a strategic framework that aligns cost, price, and perceived value to target early adopters, utilizing the 10-5-20 rule and specific price testing protocols to maximize margins while avoiding the "struggle zone" of high complexity with low price points. Ultimately, the discussion asserts that treating pricing as a dynamic variable and restructuring sales models to match price-tiered complexity are critical actions for startups aiming to scale revenue effectively.

  14. Milken Institute1h 2m

    Diabetes and Obesity: An Urgent Global Health Crisis

    Edward Greissing, Hawaa Almansoori, Kathy Higgins, Deborah B. Horn, Randy Jackson

    This discussion addresses the escalating global economic and health crisis driven by obesity and diabetes, highlighting how biological barriers like metabolic adaptation and the Western diet contribute to a treatment gap where only 1% of those struggling receive comprehensive care. Experts analyze regional disparities, noting severe prevalence in the Middle East and U.S. healthcare shortcomings, while identifying critical solutions such as the Treat and Reduce Obesity Act (TROA) and a $1 billion Milliken Institute initiative to ensure every child starts kindergarten at a healthy weight. The conversation concludes with a 2025 vision of reversing disease trajectories through precision medicine, legislative mandates for insurance coverage, and a multi-sector societal commitment to prevention and stigma reduction.

  15. Milken Institute1h 1m

    From Aid to Investment: New Models in Development Finance

    Glenn Yago, Richard Blum, Michael Kashani, Jonathan Medved, Stephanie von Friedeburg, Aubrey Ruby, Chukwu The Ugu, Elizabeth Hausler, Henry Lee

    The Global Conference convened to address the $5 trillion to $7 trillion annual investment gap required to achieve the UN Sustainable Development Goals by shifting from traditional humanitarian aid to sustainable financing models that attract private capital. Key outcomes included the launch of a $10 billion Asset Management Company, the democratization of venture capital through a platform enabling $10,000 minimum investments, and strategic policy shifts in Israel and Africa to establish new development finance institutions and regional digital infrastructure. By integrating advanced technologies like AI-driven healthcare and satellite census data with novel financial instruments such as green and gender bonds, the event established a framework for scaling impact investing while maintaining financial returns.