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  1. Stanford Online49 min

    Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, Applied AI

    Tuhin Srivastava, Apoorv Agrawal, Doohan

    Base10, led by CEO Toohin, provides a managed inference infrastructure that powers over 30 trillion tokens daily by aggregating 18 clouds to optimize costs for custom open-source AI models. The company differentiates itself from hyperscalers by abstracting complex hardware management and enabling customers to post-train proprietary models, a strategy driven by a thesis that GPU scarcity will remain permanent as agentic demand grows exponentially. With a projected capital expenditure of $7 billion to secure 150,000 B200 equivalents, Base10 aims to industrialize AI deployment through modular data centers and a transition from compute markup to token-based pricing.

  2. Milken Institute58 min

    Private Wealth and the Future of Financial Security | Global Conference 2026

    Maneet Ahuja, Peter Beske Nielsen, David Blanchett, Jay Jackson, Jed Laskowitz, Ida Liu

    The upcoming historic wealth transfer exceeding $100 trillion to millennials, with $30 trillion allocated to women, is driving a strategic pivot toward diversified geographic exposure and long-duration themes like AI infrastructure and longevity healthcare. Financial strategies are simultaneously adapting to a volatile "new normal" by shifting retirement focus from accumulation to decumulation, utilizing probabilistic healthspan data to challenge standard withdrawal rates, and leveraging family offices as primary capital allocators. Meanwhile, the asset management landscape is consolidating around advanced AI integration for underwriting and risk analysis while accommodating gender-driven impact investing and global pension reforms that expand individual access to private market strategies.

  3. Dwarkesh Patel1h 16m

    The better AI gets, the smaller its share of the economy might get – Alex Imas and Phil Trammell

    Alex Imas, Phil Trammell

    Economists and technologists discuss a post-AGI future where scarcity concentrates in the "relational sector" as automation drives capital accumulation, creating a complex transition where historical precedents like the Industrial Revolution may not guarantee stable labor shares. While experts reject fears of immediate white-collar collapse or demand collapse, they warn of political risks stemming from slow, decades-long job displacement and the potential for wealth concentration if AI remains monopolized rather than commoditized. The consensus suggests that broad prosperity depends on adopting new wealth distribution mechanisms like sovereign wealth funds and ensuring open AI models to prevent extreme inequality and maintain human-centric economic value.

  4. Sequoia Capital57 min

    What David Senra Learned Studying 400+ Founders

    David Senra, Bhaligan

    The analysis identifies focus, neurodivergence, and a preference for control as the defining psychological traits of successful founders, noting that most billion-dollar companies are driven by a single dominant visionary rather than a co-founder committee. Historical data reveals that despite the romanticized "poor boy" narrative, top leaders typically emerge from upper-middle-class backgrounds and achieve rare longevity by transitioning from negative self-motivation to a generative love for their work. In the current AI era, these archetypes leverage infinite production leverage to turn high-risk decisions into low-cost experiments, prioritizing authentic "taste" and durable team composition over traditional strategic planning or external validation.

  5. The Diary Of A CEO1h 26m

    No.1 Christianity Expert: If You DON'T Believe In a God You NEED to Hear This!

    John Lennox

    John Lennox examines the risks of conflating narrow AI systems with true consciousness while critiquing transhumanist ambitions to engineer superhuman deities. He contrasts these technological shifts with the Christian framework that grounds human dignity in the image of God, arguing that reductionism fails to explain the coexistence of beauty and suffering. Drawing from his recent publications and decades of evidentiary inquiry, Lennox calls for skepticism toward AI-driven misinformation and advocates for a faith grounded in personal experience rather than blind leaps of logic.

  6. Sourcery with Molly O'Shea48 min

    Why Impulse Raised $500M to Move Things in Space | President & COO Eric Romo

    Eric Romo, Molly O'Shea

    Impulse Space has secured a $500 million Series D investment led by 137 Ventures and Banner VC to expand its workforce and manufacturing capacity for the Helios commercial upper stage and the Mira defense vehicle. The company is pivoting its Mira product from a commercial orbital tug to a rapid-repositioning asset for the U.S. Space Force, addressing national security needs by countering adversary satellite constellations in geostationary orbit. With funding allocated to support a production rate of one Mira unit per month and initiate Helios missions next year, Impulse aims to deliver direct-to-GEO transfers that significantly reduce operational costs while leveraging a vertical integration strategy learned from SpaceX.

  7. 20VC with Harry Stebbings1h 14m

    Mercor CEO: Why Application Layer Companies Have No Moat & The Cost of Hiring AI Researchers

    Brendan Foody, Harry Stebbings

    McCor, a $10 billion company recently led by Brandon Foody, recently added $300 million in new ARR and established an "AI training agents" workforce paying over $3 million daily. Following a rapid containment of a security breach and the denial of acquisition rumors, the firm is pivoting strategy toward data moats and compute infrastructure while predicting that AI inference costs will soon exceed human labor expenses. Foody outlines a five-year outlook where frontier model valuations reach $10 trillion, driving a shift toward open-source inference and a "golden age" of AI security engineering.

  8. Sourcery with Molly O'Shea55 min

    "We Don't Trust Agents" - What This CTO Knows That You Don't

    Shensi Ding, Gil Feig, Molly O’Shea

    Merge leverages a three-product suite to power core search and AI connectivity for major enterprise clients like OpenAI and Netflix, maintaining high-reliability SLAs while pivoting its business model toward AI-driven infrastructure. The company aggressively internalizes AI adoption across all departments to accelerate development and defend against sophisticated, automated security threats that plague the industry. Looking ahead, Merge aims to capitalize on the enterprise shift toward headless, agent-managed operations by prioritizing cash efficiency and production-grade governance over speculative valuation multiples.

  9. 20VC with Harry Stebbings57 min

    The Hardest Working Startup in America | Nico Laqua, Co-founder & CEO @ Corgi

    Nico Laqua, Harry Stebbings

    CEO Nico leads Corgi Insurance, a $2.5 billion valuation fintech that enforces a mandatory seven-day work week to prioritize speed and a "culture of winning" over traditional work-life balance. The company operates across San Francisco, London, and other hubs while deploying AI to automate highly regulated insurance sectors and funding a 24/7 San Francisco workspace to support its intense operational tempo. Despite facing significant criticism and death threats for these demanding policies, Nico maintains strict executive autonomy and refuses secondary market sales, aiming to build a trillion-dollar enterprise by leveraging AI for sales and marketing efficiency.

  10. Milken Institute1h 0m

    Leading with Purpose: The Corporate Moral Compass | Global Conference 2026

    Diane Brady, Marvin Ellison, Ryan Gellert, Linda Hubbard, Daniel Lubetzky, Hamdi Ulukaya

    CEOs from Chobani, Patagonia, Lowe's, Carhartt, and Kind convened to argue that embedding social purpose into core operations, rather than treating it as a trend, is essential for long-term business survival and shareholder value. The panelists detailed specific structural shifts, including Patagonia's profit redistribution, Chobani's employee ownership, and Lowe's massive investment in skilled trades, to demonstrate how authentic purpose drives growth while countering political polarization. Ultimately, the leaders asserted that aligning corporate strategy with community well-being and employee dignity is the only viable path to sustaining economic resilience in a divided society.

  11. Stanford Online1h 5m

    Stanford CS153 Frontier Systems | The Road Ahead: Resilience Required

    Joe Sullivan, Mike, Matthew Prince, Travis, John, Brandon, Shov

    Former security executives from the US Department of Justice, eBay, Facebook, and Uber detail a high-stakes career trajectory that includes the 2016 Uber data breach, a 2022 obstruction of justice conviction, and subsequent rehabilitation through community support and global speaking engagements. The discussion analyzes the modern threat landscape, highlighting the evolution of ransomware, the operational risks posed by generative AI, and the urgent need for quantum-resistant cryptography. Concluding with strategic advice for 2026, the presentation emphasizes that cybersecurity leadership must evolve into a core executive function capable of navigating complex regulatory environments and ensuring organizational resilience against both digital and physical threats.

  12. 20VC with Harry Stebbings1h 28m

    OpenAI & SpaceX S1 Drops | Layoffs at Cloudflare & ClickUp | OpenRouter & Polsia Raise Mega Rounds

    Jason Lemkin, Rory O'Driscoll, Harry Stebbings

    NVIDIA's record-breaking Q2 earnings and massive AI infrastructure projections highlight a divergence between corporate optimism and observed economic reality, where skepticism regarding ROI is emerging at firms like Uber despite aggressive adoption by high-margin startups. This tension coincides with significant capital market movements, including OpenAI's strategic S1 filing to avoid losing ground to the highly profitable Anthropic and SpaceX's ambitious $2 trillion valuation that hinges on speculative AI integration alongside its core aerospace business. Concurrently, the sector is undergoing structural shifts characterized by aggressive workforce restructurings to fund top-tier AI talent, a pivot toward infrastructure tools for agentic workflows, and a venture capital landscape accelerating valuations to match the compressed timelines of AI product adoption.

  13. Sourcery with Molly O'Shea1h 7m

    She Bought a Bank for $56M. It's Now Worth $1.5 BILLION

    Jackie Reses, Jack Ma, Joe Tsai, Masa Son, JD Vance, Jack Dorsey, Masayoshi Son, Molly O'Shea

    Jackie Reses, CEO and founder of the fintech infrastructure firm LeadBank, leverages her extensive background leading board relations at Alibaba and major operational turnarounds at Yahoo and Square to challenge the narrative of crypto debanking. Her leadership philosophy emphasizes executing high-stakes missions across regulatory hurdles, evidenced by her firm's $280 million revenue and partnerships with over 100 crypto companies. Reses combines deep technical expertise with unique political access through her family ties to effectively navigate complex financial landscapes while advocating for industry-driven legislation.

  14. Stanford Online46 min

    Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Infrastructure, Capstone Case

    Sachin Katti, Apoorv Agrawal

    Former Intel CTO Kati Katti, now at OpenAI, details the organization's aggressive pursuit of 30 gigawatts of compute capacity to support a future dominated by complex agentic workloads and massive inference demands. This strategy involves overcoming severe supply chain bottlenecks and grid constraints through specialized infrastructure like nuclear power and Cerebras accelerators while prioritizing gigawatt-scale deployment over fragmented edge solutions. Katti predicts the AI value chain will eventually shift from hardware foundations to application-layer outcomes, as the industry races to solve the critical shortage of logic and memory fabrication capacity.

  15. Stanford Online1h 4m

    Stanford CS153 Frontier Systems | The Discipline of Delivering Value per Gigawatt

    Amin Vahdat, Sebastian

    Google plans to expand its internal infrastructure to tens of gigawatts over the next four years, driving a strategic shift toward extreme system balance and specialized hardware like the TPU v8 series to overcome the 11% Model FLOPs Utilization limits of current clusters. As lead times for power procurement stretch to two to three years, the company is prioritizing energy abundance and grid integration through demand-response programs while redefining reliability standards to accept scheduled downtime in exchange for doubled compute capacity. This approach addresses critical bottlenecks in high-bandwidth memory supply and network latency, ensuring that future scaling efforts deliver maximum value per dollar rather than merely accumulating raw hardware assets.