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  1. Y Combinator20 min

    The Powerful Alternative To Fine-Tuning

    Ian Fischer, Mark Mandelbaum, Francesc Campoy Flores, Mark Mandelmann, Jr.

    Poetic, led by co-CEO Ian Fisher, deploys a recursive Meta-System that autonomously optimizes foundation models to outperform them on benchmarks like Arc AGI v2 and the Humanity's Last Exam at a fraction of the cost. This stealth-stage platform functions as a cost-effective "stilts" for startups, achieving 9 percentage point gains over competing models while utilizing a lean team of seven scientists rather than massive training budgets. The company now invites early access from ventures seeking to integrate these self-improving reasoning strategies into their specific verticals.

  2. Goldman Sachs10 min

    A New Way to Trade Emerging Markets

    Stratford Dennis, Chris Hussey

    Global emerging market equities have surged 15% year-to-date on $45 billion in inflows, driven by strong earnings fundamentals and a weaker US dollar that specifically benefits non-China regions like Korea and Brazil. While broad markets rally, China lags due to a lack of earnings growth and tariff headwinds, prompting investors to shift capital toward Latin American assets and structural plays like call spreads to manage valuation risks. Goldman Sachs maintains a bullish stance on this "EM ex-China" exposure, citing anticipated Brazilian interest rate cuts and election cycles as key catalysts for continued, albeit slower, appreciation.

  3. Sourcery with Molly O'Shea23 min

    Revel: The $1B Startup Rewriting Hardware Control

    Scott Morton, Dylan Field, Molly O'Shea

    Founded by former SpaceX engineer Scott Morton, Revel is a platform that replaces obsolete legacy control software with modern tools to accelerate hardware testing frequency by up to tenfold. The 15-month-old company recently closed a $150 million Series A led by Index Ventures and Redpoint, achieving a billion-dollar valuation after securing high-conversion pilots with clients like Impulse and Astromechanica. Revel aims to democratize hardware engineering by enabling generalists to manage critical systems in aerospace and energy sectors while expanding into wastewater infrastructure and major industrial partnerships.

  4. The Economist6 min

    How “El Mencho’s” death could reshape Mexico’s largest cartel | The Economist

    El Mencho, Sarah Birke, Jason Palmer

    Following the capture and death of Jalisco New Generation Cartel leader Nemesio Oseguera Cervantes, known as El Mencho, immediate widespread violence erupted across 15 to 20 Mexican states before subsiding by Tuesday. This high-stakes operation, driven by diplomatic pressure from the United States and a strategic shift in Mexican President Claudia Sheinbaum's security agenda, demonstrates advanced tactical capabilities while exposing the cartel's military-grade assets. Despite the short-term stabilization, experts warn that removing such a dominant figure often triggers long-term fragmentation and internecine conflict, posing a significant threat to the upcoming World Cup co-hosted in Guadalajara.

  5. Sourcery with Molly O'Shea33 min

    Inside Opendoor HQ on Earnings Day (Office Tour + Live Stream)

    Kaz Nejatian, Michael Judd, Molly O'Shea

    Opendoor is reshaping its corporate identity under CEO Kaz Nejatian and former CEO Keith Raziani by adopting a militant "Open Army" culture and pioneering live, digital-first investor relations on platforms like Robinhood. This strategic pivot accompanies a technical overhaul where leadership prioritizes core stability over cosmetic improvements, resulting in a ten-week mortgage product launch and a hybrid design system strategy. By expanding from simple transactions into a comprehensive home-moving ecosystem, the company aims to empower average Americans through high transparency and merchant services that mimic Shopify's model.

  6. The Economist8 min

    Why does Elon Musk want to put data centres in space? | The Economist

    Elon Musk, Tom Standage, Alex Hern

    Elon Musk has merged XAI into SpaceX and filed an FCC application to deploy one million satellites, aiming to establish orbital data centers powered by sun-synchronous orbits to achieve terawatt-scale annual capacity. While Musk targets lunar manufacturing and mass drivers to lower launch costs, OpenAI's Sam Altman and industry analysts currently dismiss the concept as technically infeasible due to prohibitive expenses and unrepairable hardware failure rates. Despite this skepticism, competitors including StarCloud, Google, Jeff Bezos, and Eric Schmidt are advancing their own pilot projects or securing launch capacity to test the viability of space-based computing.

  7. Goldman Sachs32 min

    Board Governance in 2026: AI Oversight, Activism, and Delaware’s Edge

    Larry Cunningham, John F.W. Rogers

    The University of Delaware's John L. Weinberg Center for Corporate Governance marked its 25th anniversary by unveiling the book *Boardroom Legacy*, which contextualizes John L. Weinberg's 1948 thesis on board stewardship through contributions from fifteen scholars and support from Goldman Sachs. Symposium speakers highlighted Weinberg's prescient advocacy for independent audit committees and CEO oversight while discussing modern governance challenges, including SEC Chair Paul Atkins' intent to reform shareholder proposal processes and the persistent market dominance of Delaware's legal infrastructure. Additionally, the event explored Warren Buffett's enduring influence on corporate succession planning and capital allocation strategies, cementing the center's role as a hub for bridging historical governance principles with contemporary regulatory and strategic realities.

  8. Sourcery with Molly O'Shea59 min

    Inside Opendoor: The $2.8B Bet with CEO Kaz Nejatian

    Kaz Nejatian, Molly O'Shea, Tobi Lütke, Keith Rabois, Max Weber

    CEO Kaz has fundamentally restructured OpenDoor by slashing external spending, enforcing a return to in-office work, and automating property assessments with AI to shift the company from a legacy real estate model to a high-efficiency technical entity. Operating with a $1 annual salary and an intensely hands-on board, Kaz is prioritizing long-term execution over short-term stock performance while replacing standard management with Y Combinator founders to instill a rigorous "founder mentality." This aggressive turnaround aims to stabilize the balance sheet and revolutionize the broken housing market, accepting significant short-term attrition to build a sustainable, high-alpha business.

  9. Goldman Sachs20 min

    Why Japanese Stocks Could Keep Rallying

    Bruce Kirk, Alison Nathan

    Driven by Prime Minister Senei Takeuchi's snap election victory, Japanese equities have surged 14% year-to-date in 2026, outperforming US benchmarks and triggering a Goldman Sachs price target increase based on anticipated political stability. This supermajority is expected to facilitate long-term policy continuity, attracting foreign capital as investors anticipate concrete corporate governance reforms and accelerated ROE growth to sustain the current market cycle. While risks such as leadership transitions or policy missteps remain, the landslide win signals a transition into a "delivery phase" where structural economic security and defense clarity ahead of the March 19 summit will likely drive further valuation expansion.

  10. The Economist9 min

    Why AI won’t wipe out white-collar jobs | The Economist

    Alex Domash, Rosie

    Contrary to prevailing fears of job eradication, data from the last three years demonstrates that white-collar employment has risen by three million jobs, with high-AI overlap roles like radiologists and paralegals seeing significant growth alongside the decline of routine administrative positions. While historical precedents suggest technology reshapes work rather than eliminating it, the report highlights critical vulnerabilities for entry-level interns and the urgent need for transition support as AI capabilities continue to double in speed every seven months. Ultimately, the trajectory points toward a "cyborg" model of human-AI collaboration where office-based roles expand and wages remain premium, provided workers can adapt to evolving coordination tasks.

  11. Y Combinator1 min

    What Boris Cherny Learned From Building Claude Code

    Boris Cherny

    Quad Code's founder executed a grueling three-month sprint to launch a terminal-based product, accepting current code-generation limitations as an inevitable starting point rather than a final state. This strategy mirrors Anthropic's philosophy of building software for capabilities expected six months into the future, encouraging founders to target where models currently fail rather than optimizing for today's constraints. By prioritizing this forward-looking approach, both entities anticipate that natural model progression will resolve existing gaps without requiring premature adaptation to immature technology.

  12. Goldman Sachs8 min

    Tech Comeback Ahead?

    Peter Callahan, Mike Washington

    In 2026, the technology sector is experiencing a 3% to 4% year-to-date decline and lagging the broader market for the first time in 15 years as investor focus shifts from generative AI infrastructure builds to commercial implementation and revenue verification. Despite "best-in-class" earnings growth across the Mag Seven cohort, equity valuations remain suppressed because companies face intense pressure to convert massive capital expenditures into immediate top-line growth within the next 6 to 24 months. Analysts maintain a constructive outlook on clean tech valuations but anticipate high volatility in the coming weeks as the market transitions from sector-wide moves to stock-specific differentiation.

  13. The Economist6 min

    Why are so many Colombians becoming mercenaries? | The Economist

    Carla Subirana Artús, Rosie Blau

    Colombia is rapidly emerging as a primary global source of mercenaries driven by a cohort of 13,000 soldiers exiting the military under President Gustavo Petro's policies combined with a lack of domestic veteran support. These former soldiers are increasingly recruited via social media to serve in high-risk foreign conflicts ranging from Sudan to Ukraine, while their deployment facilitates serious international crimes such as the assassination of Haiti's president. Although Colombia ratified the UN Anti-Mercenary Convention, experts argue that without comprehensive domestic pension reforms, the economic incentives for this growing export of armed labor will remain unchecked.

  14. The Economist16 min

    How to play chess like a grandmaster | The Economist

    Jennifer Shahade, Alok Jha

    This analysis positions chess as a rigorous framework for human cognition, illustrating how expert players balance intuitive pattern recognition with deliberative calculation across the game's three distinct phases. The discussion highlights how modern AI engines, which prioritize probabilistic outcomes over traditional material evaluation, have paradoxically driven human players toward more aggressive and creative styles rather than rendering the game obsolete. Ultimately, the enduring surge in chess popularity despite AI dominance serves as a resilient precedent for human adaptation in an increasingly automated landscape.

  15. The Economist7 min

    Finland’s president: are Europe and America’s interests still aligned?| The Economist

    Alexander Stubb, Donald Trump, David Rennie

    Recent US policy shifts driven by MAGA ideology and an "America First" pecking order have inflicted irreparable damage on transatlantic morale, despite maintaining strategic alignment on Arctic defense and containing Russian influence in Europe. While Finland has bolstered its self-reliant military with conscription and advanced weaponry, the alliance remains fragile due to lingering US control over critical assets like long-range missiles and Starlink capabilities. Bilateral cooperation continues through massive joint exercises in Northern Norway and Finnish acquisition plans, yet the relationship risks escalation if diplomatic off-ramps at venues like Davos fail to prevent trade wars or military threats over issues such as Greenland.