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  1. Y Combinator1h 14m

    Fermat's Library Cofounders João Batalha and Luís Batalha

    João Batalha, Luís Batalha, Mika, Timor, Francesc Campoy Flores, Mark Mandelmann

    Fermat's Library is a browser-based platform founded by four MIT alumni that enables researchers to annotate academic papers using LaTeX and Markdown to simulate an offline journal club experience. The team has grown the site by hosting over 1,000 documents, including the most commented-on Bitcoin whitepaper, and deployed a Chrome extension for arXiv to facilitate real-time collaboration on preprints. By promoting open science principles and addressing systemic issues like the lack of incentives for negative results, the platform aims to evolve into a global "Stack Overflow for science" that supports peer review and knowledge discovery outside traditional paywalls.

  2. The Economist10 min

    Can eco-tourism help save the ocean?

    Marit Miner, Ahmad

    In Indonesia's Coral Triangle, the Mizzul Marine Protected Area transitioned from a poached wasteland to a thriving ecosystem through a private-enterprise model founded by Andrew and Marit Miners. This initiative employs over 200 locals in conservation and tourism roles, utilizing ocean rangers to enforce a no-take ban that has boosted shark populations by 25 times and increased marine biomass by 600%. By generating revenue that exceeds former fishing income, the project demonstrates a scalable financial argument for biodiversity protection that local communities now control.

  3. Milken Institute59 min

    Artificial Intelligence and Machine Learning in Medicine: Hope or Hype?

    Rick Berke, Rowan Chapman, Iya Khalil, Lloyd Minor, George Yancopoulos, Megan Zweig, Dan Furstenberg

    Industry leaders and researchers convened to address the critical bottleneck of poor data quality in healthcare AI, noting that high-quality "big data" is essential for overcoming the limitations of existing Electronic Health Records and avoiding failures like those seen with IBM Watson. While venture capital has pivoted from high-risk clinical decision support to near-term applications in operational efficiency and medical imaging, participants advocated for long-term systemic reforms such as FDA mandates for molecular data collection and a $200 million biobank initiative to enable precise patient phenotyping. The panel concluded that bridging the gap between clinical trial success and real-world outcomes requires rigorous regulatory frameworks and collaborative investment to reduce physician burnout and improve drug development success rates.

  4. Y Combinator3h 39m

    Female Founders Conference - New York

    Jessica Livingston, Kathryn Minshew, Alex Cavoulacos, Mariya Nurislamova, Reshma Shetty, Shan-Lyn Ma, Reham Fagiri, Tiffani Ashley Bell, Alana Branston, Katherine Minshew, Kirsty Nathoo, Adora, Stephanie, Holly Liu, Sharon Pope, Kat Mignolet, Matthew, Carolyn

    Y Combinator and a diverse panel of founders, including Jessica Livingston and representatives from Zola and Scentbird, convened to discuss scalable startup strategies that prioritize values alignment, efficient hiring, and rapid product-market fit validation. The discussion highlighted critical insights such as the dangers of bias in "culture fit" evaluations, the necessity of avoiding "crappy yeses" during fundraising, and the importance of maintaining founder-led scrappiness even after significant capital deployment. By contrasting successful pivots in sectors ranging from wedding registries to virtual data science, the event underscored that sustainable growth relies on unique founder traits and disciplined metric management rather than traditional VC heuristics or rapid scaling alone.

  5. Y Combinator1h 14m

    Scott Aaronson on Computational Complexity Theory and Quantum Computers

    Scott Aaronson, Craig Cannon

    Scott Aronson clarifies that quantum computing relies on choreographing destructive interference patterns to amplify correct solutions rather than simply testing all possibilities simultaneously, a capability that has shifted the field from theoretical impossibility to a rigorous engineering challenge requiring fault tolerance. He identifies the generation of untrusted random bits as a near-term application for 50–70 qubit devices and introduces shadow tomography, a technique merging differential privacy with quantum mechanics to estimate state properties efficiently. Furthermore, Aronson contextualizes these technical advances within broader computational limits regarding the P vs. NP problem, the holographic nature of spacetime, and the urgent need to align artificial intelligence with human values before addressing existential risks.

  6. The Economist38 min

    James Comey on emails, the "American giant" and the end of Donald Trump

    James Comey, Donald Trump, Anne McElvoy

    Former FBI Director James Comey articulates his judgment that President Trump is morally unfit for office while asserting the FBI remains a rock-solid, unpoliticized institution despite intense scrutiny. He reflects on the contentious October 28 decision regarding the Clinton email investigation and expresses skepticism about the North Korean denuclearization deal, maintaining high confidence that the Mueller probe will uncover criminal facts regardless of political fallout. Looking ahead to his public policy course at the College of William & Mary, Comey emphasizes that ethical leadership is defined by rigorous truth-seeking processes rather than outcomes, arguing that American democratic values may ultimately strengthen through a necessary national reassessment.

  7. Milken Institute1h 0m

    Entitlements: A Collision Course With Fiscal Reality

    Josh Barro, Jared Bernstein, Andrew Biggs, Chris Hughes, Maya MacGuineas, Eric Schmidt, Andrew McAfee, Jonathan Zittrain, Jared King, Nancy Gertner, David Rockefeller, Anne Coughlin, Eric Schwartzman

    A panel of experts including Andrew Biggs and Jared Bernstein addressed the actuarial insolvency of Social Security and Medicare, evaluating revenue increases and benefit adjustments to close the projected 75-year shortfall. The discussion extended to expanding income support through a modernized Earned Income Tax Credit while contrasting these proposals with healthcare reforms aimed at reducing drug costs and leveraging public options. Panelists concluded that political constraints and intergenerational inequities currently prevent necessary fiscal adjustments, creating a gap between public demand for services and willingness to fund them.

  8. Y Combinator26 min

    Announcing Work at a Startup

    Jared Friedman, Matt Long, Craig Cannon

    Scheduled for July, the Work at a Startup conference reunites Y Combinator partners Justin Kahn and Sam Altman with over 80% of the accelerator's hiring companies for a scaled event featuring 35 pitches across software, robotics, and deep tech. Attendees will engage directly with startups ranging from unicorns like Instacart to early-stage hardware firms offering roles in AI, DevOps, and co-founder positions, while also viewing live hardware demonstrations from entities such as Starsky Robotics. The gathering addresses critical market trends including remote work expansion, equity transparency, and the shifting definition of startup engineering to counter traditional compensation gaps.

  9. Milken Institute1h 2m

    Global Capital Markets

    Gerard Baker, Mary Callahan Erdoes, Michael Corbat, Joshua Friedman, Scott Minerd, Ning Tang

    Prominent financial leaders from Guggenheim, J.P. Morgan Asset Management, and Citigroup convened to analyze a 2018 global economy characterized by synchronous growth amidst rising debt levels, regulatory shifts, and structural market vulnerabilities. Key speakers warned that the rapid transition from quantitative easing to tightening, combined with the dominance of passive investing and record corporate leverage, creates significant risks for volatility and liquidity disruptions in coming years. The discussion further highlighted that while geopolitical tensions and trade deficits remain contentious, the most immediate threats to stability stem from a "fast speed, slow speed" trading dynamic and a labor market nearing critical constraints.

  10. Milken Institute1h 1m

    Beyond "Brotopia": Leaders Challenging the Boys' Club of Silicon Valley

    Emily Chang, Bo Young Lee, Erin McPherson, Kara Nortman, Elaine Paul, Melissa Waters

    Panelists define "Brotopia" as a subtle, bias-driven culture that excludes diverse thinkers and marginalizes women through microaggressions and heteronormative social dynamics. Industry leaders from Uber, Lyft, and Hulu demonstrate specific counter-strategies, including auditing hiring language, institutionalizing sponsorship over mentorship, and recruiting from historically Black colleges to dismantle systemic barriers. Despite these efforts, data reveals persistent disparities where women receive only 2% of venture capital and represent just 6% of Fortune 500 CEOs, necessitating radical policy shifts and individual self-reflection to achieve genuine equity.

  11. Milken Institute53 min

    Blockchain: It's Not Just About the Money

    Staci Warden, Ashish Gadnis, Peter Martin, Erick Miller, Patrick Moynihan, Charles Noyes

    Moderated by Stacey Warden of the Milken Institute, a panel of investors and builders confirmed that five current for-profit blockchain ventures are generating revenue while shifting focus from speculative hype to tangible social coordination. Participants detailed specific applications such as verifiable voting systems, supply chain identity tracking, and compliant asset tokenization, all designed to replace traditional intermediaries with immutable, code-enforced incentives. Despite shared goals of technical maturation, the group debated critical challenges including regulatory integration, the tension between immutability and privacy rights, and the varying timelines for widespread adoption over the next decade.

  12. Milken Institute59 min

    Japan's Economy, Jump-Started

    Kotaro Tamura, Lawrence Ho, Daisuke Iwase, Mitsumaru Kumagai, Aya Murakami, Takao Ochi, HONG LIU

    A panel of financial experts and government officials projects a structural transformation of the Japanese economy driven by undervalued equities, aggressive corporate governance reforms, and the strategic introduction of Integrated Resorts to counteract deflation and population decline. Key figures such as Prime Minister Abe and Bank of Japan Governor Kuroda are facilitating policy shifts toward foreign labor integration, sustained monetary easing, and resumed economic cooperation with China to stimulate productivity and tourism. These converging forces are expected to unlock trillions in hidden capital, boost GDP through a 50% growth in the tourism sector, and fundamentally alter Japan's return on equity within the next two to three years.

  13. Milken Institute59 min

    Big Data: The Next Frontier in Risk Management

    Staci Warden, Eduardo Cabrera, Stuart Jones, Jr., Mark Rosenberg, Stephen Scott, Piros Kouvelis, Jackson Mueller

    At the 2018 Milken Institute Global Conference, C-suite executives from Trend Micro, Sigma Ratings, GeoQuant, and Starling Trust Services convened to discuss strategies for reducing risk management costs by quantifying previously unmeasurable threats. These leaders detailed how artificial intelligence and non-traditional data sources are transforming cyber, political, and conduct risk assessments through automated "DNA" analysis, integrity ratings, and seismic political monitoring. The panel concluded that while regulatory gaps and privacy concerns currently hinder progress, the industry is rapidly moving toward hybrid machine-human models to replace subjective analysis and manage an exponentially growing threat landscape.

  14. Milken Institute57 min

    Financial Regulation: New Era, New Regulators

    Ben White, J. Christopher Giancarlo, Jeb Hensarling, Joo-Yung Lee, Craig Phillips, Michael Piwowar

    The Trump administration and key congressional leaders are advancing a regulatory strategy centered on tailoring rules to bank size and reducing compliance burdens to stimulate GDP growth, with the Senate Banking Bill S.2155 serving as a legislative starting point despite limitations on large institutions. Agencies including the SEC and CFTC are recalibrating specific mandates regarding capital formation, derivatives, and digital assets to enhance market efficiency while addressing unintended consequences of the original Dodd-Frank implementation. Industry experts like Fitch Ratings caution that while targeted relief is necessary, maintaining core stability measures such as stress testing remains critical to prevent systemic risks as the regulatory framework evolves.

  15. Milken Institute56 min

    The Future of Finance

    John Foley, Daniel Barclay, Michael DeAddio, Paul Hamill, Ali-Milan Nekmouche, Lara Warner, Mike D'Addio, Dan Barkley

    Industry leaders are redefining finance by shifting to data-driven ecosystems, dismantling traditional hierarchies in favor of decentralized squads, and aggressively recruiting AI talent from non-traditional sectors like genetics and physics. Major firms such as Credit Suisse and Citadel Securities are deploying automated compliance bots and real-time pricing engines to slash operational costs and achieve significant market share gains. While experts warn that US regulatory frameworks lag behind global competitors, the consensus predicts a workforce transformation toward high-value roles rather than net job losses, provided institutions successfully navigate the risks of over-reliance on algorithmic correlation.