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Latest Interviews

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  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. a16z55 min

    The $1 Trillion Firm That Refuses The Private Equity Label | a16z

    David Haber, Marc Rowan

    Apollo Global Management is pivoting from traditional private equity into a global retirement services giant with over $1 trillion in assets to address systemic market concentration and fund the capital-intensive AI infrastructure boom expected in 2025 and 2026. By standardizing private credit products and expanding into hybrid equity, the firm aims to provide diversification for public markets while navigating the shift toward hard-asset financing for data centers and energy. Simultaneously, Apollo is restructuring its organizational culture to prioritize merit and technological adaptation, positioning itself to capture value in a landscape where traditional enterprise software valuations face obsolescence due to artificial intelligence.

  8. Milken Institute1h 0m

    Capital in Motion: Repositioning at Scale for the Next Cycle | Global Conference 2026

    Sara Eisen, Marcie Frost, Ron O'Hanley, Harvey Schwartz, Daniel Simkowitz

    Geopolitical conflicts and tariff pressures are driving a fundamental reprioritization of global capital toward national security, supply chain resilience, and AI infrastructure, fundamentally altering the fifty-year status quo of international markets. Leading institutional investors, including Carlyle, State Street, and Morgan Stanley, characterize the current private credit environment as a healthy cycle transition rather than a systemic risk while deploying significant resources to capture the estimated $3.2 trillion in shifting sovereign wealth and the emerging artificial intelligence sector. As the global economy pivots to prioritize defense and compute capacity, market participants are redefining portfolio allocations to focus on US innovation hubs, robust Asian markets, and rigorous underwriting standards to navigate rising capital demands and potential labor displacement.

  9. 80,000 Hours1h 7m

    How to pivot before the intelligence explosion

    Zershaaneh Qureshi, Benjamin Todd, Zashana, Ben Todd

    Ben Todd and the *80,000 Hours* team outline a strategic framework for navigating AI risks by analyzing three potential timelines, from rapid AGI emergence to compute plateaus, while urging professionals to build career capital in operations, policy, and communication roles. The discussion details how automating AI research could compress five years of progress into months, creating extreme power concentrations that demand urgent governance and diversified workforce strategies to mitigate inequality. Finally, the event offers a five-step transition playbook and emphasizes that marginal improvements in career capital, donations, and political advocacy can significantly increase the probability of a positive outcome in an era of accelerated technological change.

  10. 20VC with Harry Stebbings1h 8m

    Cerebras CEO on the Future of Data Centres, Token Costs & Memory | Should US Companies Sell to China

    Andrew Feldman, Harry Stebbings

    Cerebrus CEO Andrew Feldman highlights a $25 billion backlog in AI data center construction and persistent High Bandwidth Memory shortages that have driven hardware costs up fivefold. Following Cerebrus's historic $5.5 billion IPO and a $20+ billion partnership with OpenAI, the firm distinguishes itself by bypassing memory constraints through SRAM architecture and securing a six-point-seven times speed advantage over competing GPU clouds. Feldman further argues that geopolitical tensions necessitate stricter U.S. control over semiconductor exports to China while advocating for a twenty-year regulatory exemption to accelerate domestic fab construction and resolve the industry's looming electricity supply limits.

  11. Sequoia Capital46 min

    How Cursor Trained Composer on Fireworks: Distributed Infrastructure for High-Performance RL

    Federico Cassano, Dmytro Dzhulgakov, Sonya Huang

    Cursor has pivoted from a pure application company to a foundation model developer by training Composer 2, a specialized software engineering model built on a Kimi 2.5 base using a global, asynchronous pipeline to maximize compute efficiency. The team deployed a custom infrastructure that integrates Reinforcement Learning from real-time user feedback and simulated rollouts while overcoming synchronization challenges through lossless delta compression and custom GPU kernels. This strategic approach allows Cursor to saturate model capacity with high-value coding data, achieving competitive performance at a fraction of the cost of general-purpose models while moving the industry toward baked-in specialized behaviors rather than prompt engineering.

  12. 20VC with Harry Stebbings1h 24m

    Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow

    Chad Peets, Chris Degnan, Harry Stebbings

    Snowflake's former CRO Chris Dagnon and CEO Chan Peets have formed a strategic partnership to address the critical challenge of building world-class sales teams, leveraging their contrasting "yin and yang" management styles to reshape hiring standards and quota-setting practices. The duo critiques the limitations of hiring from monopoly-driven environments like Salesforce and ServiceNow, advocating instead for candidates with proven grit at Tier 3 brands and warning founders against the inflated ARR signals and unsustainable compensation models currently prevalent in the AI sector. Their collaboration aims to help startups navigate a shifting landscape where traditional SaaS licensing is transitioning to consumption models, while simultaneously demanding rigorous accountability, global expansion, and a culture that prioritizes high-performance retention over socialist compensation structures.

  13. Stanford Online48 min

    Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Enterprise Internal Knowledge

    Yash Patil, Apoorv Agrawal

    Stanford graduate and Applied Compute CEO Yash Patil explains how the AI industry is shifting from general pre-training to specialized post-training on proprietary data to solve enterprise bottlenecks. He argues that while frontier models like OpenAI's O1 leverage test-time compute, future progress depends on continual learning from sparse, real-world rewards and deterministic environments like software coding. Patil concludes with a bullish outlook on compute hardware while warning that pure data-selling businesses will fail as synthetic generation and robotics become the new differentiators.

  14. Y Combinator50 min

    How The Best Companies Defend Against Mediocrity And Rot

    Garry, Eric Ries

    Eric Ries exposes how the 1980s doctrine of shareholder primacy systematically undermines long-term company value, citing cases like Jeff Lawson's ouster at Twilio and Saul Price's departure from FedMart as evidence that founder control is often lost to short-term investor demands. To counter this instability, the event advocates for structural reforms such as the industrial foundation model, which legally prioritizes mission over profit, as demonstrated by the sustained success of entities like Novo Nordisk and the mission-preserving safeguards of Anthropic. The presentation concludes by urging founders to immediately adopt Public Benefit Corporation status and design "governance fortresses" to insulate their organizations from the inherent conflicts of standard corporate governance.

  15. Sourcery with Molly O'Shea57 min

    CIO of Marc & Ben's Multi-Family Office: SpaceX IPO, Anthropic & OpenAI

    Michel Del Buono, Molly O'Shea

    This comprehensive discussion explores wealth optimization strategies for founders and high-net-worth individuals, covering critical topics such as Trust, Estate, and Tax Planning, Secondary Market dynamics, and Portfolio Construction. Key figures and experts address the risks of isolated trust structures, the complexities of SPV secondary deals, and the tax efficiencies of real assets like data centers and qualified small business stock. The dialogue concludes by emphasizing a multidisciplinary approach that aligns investment diversification with global mobility choices and specific family values to maximize legacy and minimize unnecessary tax liabilities.