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  1. 20VC with Harry Stebbings1h 12m

    Open Models vs Frontier Models: Who Actually Wins? | The $100K Token Budget Every Engineer Will Need

    Clay Bavor, Bret, Harry Stebbings, Sundar

    Sierra, a $16 billion company serving 40% of the Fortune 500, is redefining enterprise AI by deploying proprietary fine-tuned models that replace traditional customer support with lifecycle management systems for high-stakes industries. Founder Clay Pavore drives this strategy through an "AI-native" organizational model that integrates engineers directly into client environments, utilizes token budgets comparable to headcount, and mandates the use of coding agents for internal processes and hiring. As the firm anticipates market consolidation into a few dominant platforms, it prioritizes rapid iteration via six-week board cycles and a culture of craftsmanship to navigate the escalating competition in frontier intelligence and cybersecurity.

  2. 20VC with Harry Stebbings1h 18m

    Coinbase Cuts AI Spend by 50% | Kalshi's $40B Valuation & Impending IPO | The Year for SaaS Roll-Ups

    Jason Lemkin, Rory O'Driscoll, Harry Stebbings

    Coinbase achieved a 50% reduction in AI token spend through open-source models, sparking a broader industry shift where CFOs now prioritize measurable revenue acceleration over speculative experimentation. This cost discipline threatens frontier model providers like Anthropic and Microsoft, as market volatility and skepticism regarding their standalone AI products risk decelerating Azure growth and future IPO valuations. Simultaneously, regulators and investors increasingly fear "regulatory capture" where US giants leverage national security narratives to eliminate low-cost open-source competitors, while venture capital firms tighten standards to favor only startups demonstrating rapid scale.

  3. Sourcery with Molly O'Shea48 min

    Dylan Field on the “Permanent Underclass of Zero Taste”

    Dylan Field, Molly O'Shea

    At Config 2024, Figma CEO Dylan Field addressed a global audience of 10,000 designers and engineers to refute narratives that AI renders design obsolete, asserting instead that human intent and cultural context remain essential for scalable systems. The event highlighted Figma's strategic pivot toward unifying design and code interfaces while introducing tools like Figma Weave to ensure AI outputs align with specific brand voices rather than generic averages. By emphasizing "agent swarms" and data liquidity, the conference outlined a roadmap where platforms empower users to build bespoke tools, shifting market focus from job displacement fears to enhanced offensive productivity capabilities.

  4. Milken Institute55 min

    The European Opportunity | Global Conference 2026

    Gillian Tett, Martin Blessing, Hendrik Brandis, Thomas Buberl, Pascal Cagni, Anne-Christine Champion, Michele Giddens

    Key European financial and political leaders are driving a comprehensive reform agenda to bridge the US-Europe productivity gap by establishing a €500 billion German defense fund, transitioning Germany toward a funded pension model, and accelerating France's software entrepreneurship through a simplified "28th regime." To unlock trapped savings and scale unicorns, proponents like AXA CEO Thomas Buhl are advocating for a rapid Capital Markets Union and "military-style" project execution to redirect hundreds of billions into growth investments. Simultaneously, the region is pivoting its technological advantage from abstract AI models to physical industrial applications while leveraging sovereign defense initiatives to create new dual-use supply chains independent of US reliance.

  5. Sequoia Capital1h 10m

    Why Hardware-Software Co-Design Is AI's Real 100x: Dylan Patel of SemiAnalysis

    Dylan Patel, Shaun Maguire, Sonya Huang

    Semi-Analysis, founded by Dylan Patel after a period of homelessness and a stint in quantitative trading, has grown to a 90-person team generating nearly $100 million in revenue by blending engineering expertise with hedge fund economics. The firm leverages Patel's annual attendance at over 40 global semiconductor conferences to gather proprietary supply chain data and launched InferenceX, a living benchmarking platform supported by over $50 million in compute donations from major tech firms. Looking ahead, the company projects critical shifts in the industry driven by power grid limitations, the obsolescence of single-architecture hardware, and a strategic pivot toward software-hardware co-design to navigate the escalating demands of artificial intelligence.

  6. All-In Podcast1h 1m

    Nate Silver Predicts: Democrats Take the House, Newsom Is Fading, President AOC?!

    Nate Silver, Newsom, AOC, Raman, Elon, Chamath, Jason, Friedberg

    Nate Silver projects that deep partisan polarization will render 43 of 50 U.S. states nearly predictable for the 2028 election while identifying generational economic divides and the erosion of the "triangulation" strategy as key factors driving Democratic internal fractures. He attributes recent sports and electoral anomalies, such as the Knicks' playoff success and California ballot shifts, to statistical artifacts and specific tactical improvements rather than fraud or systemic failure. Looking ahead, Silver forecasts a favorable environment for Democrats to retain the House but warns of volatile Senate outcomes, concluding that the party's path to 2028 victory lies with younger, non-establishment candidates like AOC or John Ossoff rather than traditional figures.

  7. Stanford Online57 min

    Stanford CS153 Frontier Systems | Building the Frontier Ecosystem

    Satya Nadella, Michael Abbott

    At the Build conference, Microsoft unveiled a strategic shift toward a frontier intelligence ecosystem by announcing seven new models and the "Scout" autopilot agent form factor designed to operate continuously within secure, isolated sandboxes. The company detailed a hardware pivot toward unmetered edge intelligence through new NVIDIA RTX SoCs, the petaflop-scale developer box, and the Maya 200 accelerator co-designed with OpenAI to support local training and inference. Complementing these technical advancements, leadership emphasized a philosophy of "cognitive coverage" and broad enterprise licensing that allows customers to retain private IP while building compound value on a secure, open Windows platform.

  8. 20VC with Harry Stebbings1h 6m

    Bloom Energy CEO: Why We Aren’t in an AI Capex Bubble | Energy Sovereignty & The Future of Power

    KR Sridhar, Leo Aschenbrenner, Harry Stebbings

    Bloom Energy CEO Sridhar Ramaswamy leveraged a philosophy of exhaustive risk mitigation and direct operational empathy to scale the company to a $93 billion valuation amidst surging AI-driven electricity demand. The firm now commands a $20 billion order book by deploying modular solid-state fuel cells that deliver power faster than traditional infrastructure while ramping up manufacturing capacity to over 2 gigawatts. Ramaswamy warns that regulatory delays pose the primary threat to this growth trajectory, urging nations to prioritize energy sovereignty and maintain American entrepreneurial competitiveness against global rivals.

  9. Sourcery with Molly O'Shea57 min

    Benchmark's AI Bets: Cerebras, Sierra, Legora, Fireworks, Starcloud, Gumloop..

    Ev Randle, Everett Randle, Molly O'Shea, Brad Gerstner

    The event analyzes how the AI paradigm has invalidated traditional software investing rules by decoupling scale from risk and replacing spreadsheet metrics with capital-intensive inference models. It details specific market shifts, including developer spending surges to $36,000 annually per seat, massive liquidity events like Anthropic's $38 billion round, and the emergence of a new valuation framework based on price, quantity, and margin. Finally, the discussion evaluates the long-term implications of these structural changes for venture capital strategies, wealth concentration, and the potential economic disruptions facing the San Francisco housing market.

  10. 20VC with Harry Stebbings54 min

    How We Got Fred Wilson, Benchmark and Index to Invest $94M | Why Robinhood's Strategy is Wrong

    Fred Wilson, Paul Erlanger, Harry Stebbings

    FOMO, a mobile trading app with a flat organizational structure and 17 employees, raised $75 million in Series B financing at a $550 million valuation led by Index Ventures and Union Square Ventures to fund vertical infrastructure integration. The company distinguishes itself through a social graph that enables global trading of crypto, equities, and prediction markets while utilizing AI tools to accelerate engineering output without expanding its junior workforce. By treating top performers as an extended founding team and rejecting traditional acquisition tactics for high-value creators, FOMO aims to become a compliant, decentralized alternative to legacy brokerage models.

  11. Sourcery with Molly O'Shea58 min

    Brian Armstrong: Rebuilding Coinbase Around Intelligence

    Brian Armstrong, Molly O’Shea

    Coinbase is launching tokenized equities to democratize access to U.S. stocks for four billion unbrokered users while deploying a network of 1,200 AI agents to drive engineering productivity and financial advisory services. CEO Brian Armstrong outlines a strategic pivot toward an "Everything Exchange" that merges global liquidity with pre-IPO markets, aiming to protect wealth against inflation by enabling a 24/7 agentic economy. This initiative unifies regulatory compliance with advanced infrastructure to replace traditional accredited investor barriers with accessible financial literacy pathways and a proprietary, human-in-the-loop AI architecture.

  12. Milken Institute1h 0m

    Author Talk: Arthur C. Brooks, "The Meaning of Your Life" | Global Conference 2026

    Arthur C. Brooks, Conrad Kiechel

    Arthur Brooks, the author of a recent bestseller and former Harvard professor, addresses a psychogenic epidemic of mental distress by attributing rising loneliness and anxiety to a societal over-reliance on technology and "left-brain" complexity at the expense of human connection and "right-brain" meaning. Drawing on neurobiological research and logotherapy, Brooks advocates for a three-step digital detox and a shift toward vertical and lateral transcendence to reclaim fulfillment, arguing that lasting satisfaction stems from managing desire and cultivating relationships rather than chasing the elusive goal of happiness. His analysis further distinguishes between the damaging pursuit of "specialness" and the liberating reality that love is an unearned gift, offering a framework for individuals to navigate the AI-driven economy by prioritizing complex human problems over complicated technical solutions.

  13. 20VC with Harry Stebbings1h 28m

    DeepSeek Raises at $50B | The Rise of Open Source vs OpenAI & Anthropic | OpenAI Builds Own Chip

    Jason Lemkin, Rory O'Driscoll, Harry Stebbings

    Generational DeepMind researchers Noam Shazeer and John Jumper recently defected to Anthropic to escape bureaucratic constraints, highlighting a market shift where top talent prioritizes autonomy over massive financial packages. Simultaneously, China's DeepSeek secured $7.4 billion with exclusive state voting rights to drive AI sovereignty, while its open-source models are closing the performance gap with US closed-source competitors and threatening the profitability of the industry's middle tier. Amidst this geopolitical and technological realignment, hyperscalers face a $725 billion infrastructure spend against a $100 billion revenue gap, forcing a pivot toward strict ROI verification and labor displacement to justify future trillion-dollar investments.

  14. Milken Institute57 min

    Rewriting the Rules: Scaling Innovation for Rare Diseases | Global Conference 2026

    Becky Quick, Nicola Blackwood, David Fajgenbaum, Michael Hund, Neil Kumar, William H. Lewis

    Panelists including David, Will Osborn, and Michael discussed how AI-driven repurposing of generic drugs and patient-led "venture cure" models are accelerating the discovery of treatments for the over 300 million people globally affected by rare diseases. The dialogue highlighted transformative regulatory shifts, such as the UK's newborn sequencing trials and FDA-authorized umbrella CRISPR studies, which aim to bypass traditional trial inefficiencies while addressing barriers like pricing models that stifle global drug launches. Ultimately, the event concluded that converging data infrastructure with proactive patient advocacy is essential to de-risk development and deliver rapid therapeutic interventions for currently untreatable conditions.

  15. Stanford Online49 min

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

    Guillermo Rauch, Apoorv Agrawal

    Vercel, a $9.3 billion infrastructure firm founded by Guillermo Rauch, is pivoting its business model from standard web pages to "agentic infrastructure" to support the exponential growth of AI coding agents and token-based consumption. The company leverages a full-stack approach anchored in open source frameworks like Next.js, enabling enterprises such as Meta and Notion to deploy self-driving cloud capabilities that automate software configuration and security. This strategic shift, which has driven a threefold growth rate since October 2024, positions Vercel as the dominant platform for high-velocity, agent-generated code while redefining industry pricing and deployment standards.