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  1. Sourcery with Molly O'Shea24 min

    Lumentum CEO: How Lasers Are Transforming AI Data Centers

    Michael Hurlston, Tony Kim, Molly O'Shea

    Under CEO Michael Hurlston, Lumentum has transformed from a diversified manufacturer into a pure-play data center optical leader, tripling revenue and driving its stock price up to 12-fold by capitalizing on the industry's rapid shift from copper to fiber connectivity. This transition, necessitated by the physical limitations of copper in high-speed environments, is straining the specialized Indium Phosphide supply chain due to long lead times for dedicated fabrication facilities. Facing tens of millions in new hyperscaler orders, the company is simultaneously expanding into space-based internet infrastructure and navigating geopolitical dynamics that favor U.S. domestic suppliers over Chinese competitors.

  2. Sourcery with Molly O'Shea43 min

    Hyperscalers Are Out of Capacity? | MongoDB CEO

    CJ Desai, Molly O'Shea

    Driven by hyperscaler capacity shortages and stringent data sovereignty requirements, major enterprises are migrating workloads back on-premises while adopting heterogeneous AI architectures to manage complex agentic environments. CEO CJ Desai leads MongoDB's strategic response by prioritizing real-time, operational database solutions for AI-native startups and Fortune 500 clients, shifting from traditional model selection to a focus on deterministic outcomes and autonomous administration. This approach positions the company to capitalize on the "AI super cycle" by ensuring the high-quality data layer required to transition experimental prototypes into scalable, production-grade applications in sectors like banking and aviation.

  3. Sourcery with Molly O'Shea41 min

    AMD, Starcloud, Coatue..10 Hot Takes From The Biggest Names in AI

    Max Cook, Matan Grinberg, Pim de Witte, Philip Johnston, Mark Papermaster, Rodrigo Liang, Ramin Hasani, Robin Rombach, Chris Madden, Henri Delahaye, Molly, Philippe, Thomas

    At the RAISE Summit, industry leaders like Max Cook and Matan outlined a decisive shift toward agentic AI ecosystems that replace traditional interfaces with natural language and naturalize the routing between frontier and open-source models based on latency and cost. Concurrently, hardware giants such as SambaNova and StarCloud announced billion-dollar investments and space-based compute strategies to overcome power constraints and enable efficient inference on edge devices. This convergence of sovereign AI initiatives, supply chain scaling, and automated software engineering marks a global transition where enterprises treat AI as a deployed product rather than a research tool.

  4. Sourcery with Molly O'Shea33 min

    Andrew Feldman on Building a Chip 58x Larger Than Nvidia's

    Andrew Feldman, Molly O'Shea

    Cerebrus has secured a landmark partnership with OpenAI valued at over $20 billion to address the severe shortage of AI infrastructure caused by data center construction lagging behind compute demand. The company employs a co-design strategy to overhaul traditional power and cooling architectures while urging industry participants to diversify chip suppliers to avoid single-vendor lock-in. This surge in hardware innovation, marked by Cerebrus's recent IPO creating 1,000 millionaires, is expected to drive breakthroughs in cancer research, autonomous safety, and personalized education within the next quarter-century.

  5. Sourcery with Molly O'Shea45 min

    Harvey Co-Founder Gabe Pereyra on the Token Pricing Reckoning Coming for AI

    Gabe Pereyra, Niko Grupen, Molly O'Shea

    Harvey Labs launched the open-source Legal Agent Benchmark (Lab) to evaluate AI performance on specialized legal tasks using synthetic data validated by human lawyers, replacing generic QA with rigorous, task-specific unit tests. Initial findings reveal a fragmented market where no single model dominates all domains, prompting a strategic shift toward diverse model routing and post-training open-weight solutions to navigate cost-quality tradeoffs. While usage has reached 13 trillion tokens, the industry now prioritizes organizational intelligence and billing transparency over raw capability, driven by the need to resolve conflict-of-interest risks and optimize complex agent workflows.

  6. Sourcery with Molly O'Shea20 min

    Brian Armstrong: "We're Bringing Every Asset Class On Chain"

    Brian Armstrong, Cat Ferdon, Molly Abraham, Jesse Pollak

    Coinbase is accelerating its shift toward an agentic economy by launching tokenized U.S. stocks, a unified liquidity exchange, and new AI infrastructure like the Coinbase MCP protocol to enable autonomous financial transactions. CEO Brian Armstrong and leadership team emphasize that the company is leveraging AI to optimize costs and operational velocity, projecting that AI agents will soon outnumber human employees while driving the company's "Everything Exchange" strategy. Simultaneously, the firm is solidifying its regulatory compliance stance for tokenized assets and positioning its Base blockchain as the primary infrastructure for both AI agents and real-world asset trading.

  7. Sourcery with Molly O'Shea38 min

    Inside Harvey AI: CEO Winston Weinberg on How a 4-Year-Old Company Is Taking on the Foundation Labs

    Winston Weinberg, Molly O'Shea

    Harvey AI has scaled to nearly $300 million in ARR and over 2,000 enterprise clients by migrating to cloud agents and deploying specialized legal models that outperform general frontier AI. CEO Sam Saltman drives a culture of rapid reinvention and meritocracy, where over 200 legal professionals transition into product and engineering roles to build vertical-specific solutions for high-growth sectors like finance and pharmaceuticals. The company differentiates itself from traditional legal tech and generic AI labs by prioritizing granular ROI proof per token and rejecting legacy technology acquisitions in favor of acquiring high-performing teams to fuel its current 12-to-13 trillion token monthly usage projections.

  8. Sourcery with Molly O'Shea44 min

    Tom Mueller: SpaceX's #1 Employee Built the Merlin Engine. Now He's Building Impulse Space

    Tom Mueller, Molly O'Shea

    Former SpaceX founding employee Tom Mueller founded Impulse Space to revolutionize intra-orbital transport with its fleet of advanced spacecraft, including the orbital transfer vehicle Mira and the heavy-lift Helios. The company leverages proprietary Nova Light alloy and additive manufacturing to produce the Deneb hydrocarbon engine and lightweight composite tanks, achieving performance metrics that could significantly boost payload delivery to the Moon and Mars. Currently advancing lunar infrastructure efforts through successful rendezvous tests and an active lander contract bid, Impulse Space combines in-house manufacturing with AI-driven design to support a future lunar economy.

  9. Sourcery with Molly O'Shea33 min

    Dara Khosrowshahi’s Full Circle Launch: Expedia x Uber

    Dara Khosrowshahi, Molly O'Shea, Barry Diller

    Uber CEO Dara Khosrowshahi detailed a strategic pivot from deep losses to $10 billion in annual free cash flow, driven by a multi-service ecosystem that integrates Rides, Eats, and an expanded Travel suite. The platform recently launched new features including an Expedia hotel booking partnership, a "Shop For Me" procurement service, and AI-driven development tools designed to accelerate innovation while preparing for a future fleet of autonomous and air taxis. By aggregating third-party mobility providers and emphasizing cross-platform membership loyalty, Uber aims to outperform single-line competitors through increased user retention and global service accessibility.

  10. Sourcery with Molly O'Shea33 min

    The $10 Trillion Bet on Humanoid Robots | Figure Founder Brett Adcock

    Brett Adcock, Molly O'Shea

    Founded by Archer eVTOL creator Brett Adcock, Figure AI pursues the commercialization of general-purpose humanoid robots capable of operating autonomously for extended shifts across diverse industries. Having raised nearly $2 billion with a $39 billion valuation, the company recently terminated an OpenAI partnership to maintain control over its vertically integrated hardware and AI stack, aiming to triple production by May and deploy thousands of units within the year. Despite facing technical hurdles in scaling reliability, Figure projects a market opportunity worth trillions as it transitions from prototype testing to mass commercial deployment in homes and factories.

  11. Sourcery with Molly O'Shea33 min

    Skydio HQ Tour: The $3.5B Bet on American Drone Manufacturing with CEO Adam Bry

    Adam Bry, Molly O'Shea

    An autonomous drone network delivers 24/7 public safety operations by deploying units from charging docks to locate missing persons, track suspects, and inspect infrastructure without human pilots. The system utilizes Beyond Visual Line of Sight waivers and Pathfinder AI to execute complex missions across diverse hardware, ranging from the indoor R10 tactical unit to the high-speed F10 fixed-wing prototype. Through a transparency portal and continuous real-world stress testing, the company has integrated these force-multiplier tools into law enforcement culture while scaling production for imminent general availability.

  12. Sourcery with Molly O'Shea35 min

    Skydio Raises $110M Series F at $4.4B Valuation | CEO Adam Bry

    Adam Bry, Molly O'Shea

    Skydio recently closed an $110 million Series F round at a $4.4 billion valuation to scale its U.S.-manufactured autonomous drone fleet, which now secures a $50 million contract with the Army and serves 4,000 government and enterprise clients. The company differentiates itself from Chinese competitors through 100% domestic supply chain security and AI-driven agentic robotics that enable off-grid operations and reduce public safety response times by 70-80%. With plans to triple manufacturing capacity this year, Skydio aims to integrate its systems into 911 responses across the U.S. while expanding into energy utilities and battlefield intelligence.

  13. Sourcery with Molly O'Shea40 min

    Inside the Factory Using Rocks & Sunlight to Fix AI's Power Problem | Exowatt

    Hannan Happi, Molly

    ExoWatt is developing a modular "solar backbone" called the ExaWatt P3 to provide dispatchable baseload power for AI data centers at a target cost of $0.01 per kilowatt-hour. The company utilizes Fresnel lenses to heat domestic materials to extreme temperatures, driving Stirling engines that eliminate reliance on imported minerals or unstable natural gas grids. Backed by $140 million from investors including Andreessen Horowitz and Sam Altman, ExoWatt currently holds a backlog exceeding 10 gigawatts while expanding its manufacturing and testing operations in Miami.

  14. Sourcery with Molly O'Shea36 min

    A Rare Look Inside Applied Intuition’s Physical AI Garage

    Qasar Younis, Peter Ludwig, Molly O'Shea

    Applied Intelligence deploys a unified end-to-end AI platform across six industrial sectors, serving 18 of the top 20 global automakers and the U.S. military with solutions for autonomous mining, trucking, and maritime operations. Led by CEO Peter Ruch, the company modernizes legacy infrastructure by consolidating disparate electronics into single compute units, leveraging dual-use hardware to address acute labor shortages and safety crises in defense and heavy industry. Operating from 18 global sites while excluding China due to IP concerns, Applied Intelligence is currently commercializing Gen 2 autonomous trucks in Japan and expanding its "Physical AI" footprint into the Middle East and Latin America.

  15. Sourcery with Molly O'Shea32 min

    How Applied Intuition Reached $15B (Without Spending $1B)

    Qasar Younis, Peter Ludwig, Molly O'Shea

    Over a decade after raising more than $1 billion in capital from investors like Marc Andreessen and Hemant Taneja while maintaining profitability through organic revenue, this company has pivoted from a low-profile "cult classic" to an active public strategy to recruit top-tier engineering talent. The firm transitioned in 2017 from software tooling to foundational physical AI, recently demonstrating its operational velocity by retrofitting autonomous systems onto military Humvees in just ten days and expanding into global sectors including defense and trucking. By leveraging a dense network of over 40 founder-type engineers and prioritizing long-term strategic partnerships over short-term financial metrics, the organization aims to dominate the slower-diffusion markets of physical robotics where stability and real-world judgment are critical.