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by Sourcery with Molly O'Shea
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- Today23 min
The Stock That Went Up 1000% | Lumentum CEO
Everyone talks about Nvidia GPUs. Few people talk about the lasers connecting them.Michael Hurlston is the CEO of Lumentum (NASDAQ: LITE), one of the world's leading suppliers of optical networking and laser technologies powering AI data centers. Before joining Lumentum in 2025, he served as CEO of Synaptics and previously led Finisar, making him one of the few executives to lead three public technology companies.In this conversation from the RAISE Summit in Paris, Michael explains why AI is forcing a once-in-a-generation shift from copper wiring to fiber optics, why hyperscalers are demanding millions of optical components, and why manufacturing these systems has become one of the biggest bottlenecks in AI infrastructure. He also discusses optical networking inside GPU clusters, the future of "optical scale-up," and how the same laser technology could eventually power internet connectivity in space."What you get with fiber optics is the ability to move data faster over longer distances with less heat & less power than you get with electricity."We cover:› Why AI data centers are replacing copper with fiber optics› The manufacturing bottlenecks facing optical infrastructure› Why hyperscalers need millions of optical components› The coming transition to "optical scale-up"› Space lasers and the future of internet connectivity› AI infrastructure, geopolitics, and U.S. manufacturing› Michael's journey leading Finisar, Synaptics, and now LumentumMichael Hurlston: https://www.linkedin.com/in/michael-hurlston-1b2274/Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒YouTube: https://youtu.be/TCoJtpFd4yM𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 Michael Hurlston, CEO at Lumentum Holdings Backstage with Tony Kim at RAISE Summit What optical connectivity actually means The $10 trillion irony of the data center build-out Scaling up inside a data center Tripling revenue in 5 quarters From Finisar to Synaptics to Lumentum Why Lumentum went all-in on data centers Why space is the next big market for optical lasers Debunking laser myths Why copper is about to disappear from the server rack The geopolitics of the optical supply chain The advice that shaped Michael's path
- 2 days ago43 min
Inside the Fastest-Growing Category in AI: Scott Wu, CEO of $26B Cognition
Scott Wu, CEO & Co-Founder of Cognition, joins Sourcery in Paris amid the RAISE AI Summit. Cognition is the applied AI lab behind Devin, the autonomous AI software engineer, and Devin Desktop, formerly Windsurf. The company has raised more than $2.5 billion, including a $1 billion round in May 2026 at a $26 billion valuation, while growing annualized revenue from roughly $37 million to $492 million in a year. Devin now writes roughly 95% of Cognition's own code, total code shipped has grown 7x in six months, and customer usage has increased 11x to 12x.We cover Cognition's acquisition of Windsurf, negotiated over a single weekend after Google's $2.4 billion talent deal, why Scott is keeping Cognition independent, why enterprises won't buy coding agents directly from the model labs, AI's impact on software engineering, the six-month singularity debate, and the origin story of Devin, from fixing a MongoDB error in 2023 to deployments at Goldman Sachs, Mercedes-Benz, Citi, Dell, Santander, NASA, the U.S. Navy, and the U.S. Army.Recorded July 7, 2026, ahead of Cognition shipping SWE-1.7 on July 8 and acquiring The Interaction Company (maker of Poke) on July 23.Scott Wu: https://x.com/ScottWu46Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/y1XxtvYll4s𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery
- 5 days ago1h 8m
BlackRock's Tony Kim: The $10 Trillion AI Infrastructure Boom Has Begun
Tony Kim is Managing Director and Head of the Global Technology Team within Fundamental Equities at BlackRock. Recorded at the RAISE Summit in Paris, where Tony spoke on 4 panels, next-gen accelerators with d-Matrix, quantum computing with PsiQuantum, optics in data center design with Lumentum, and XPU and AI chip co-design with Broadcom.Tony breaks down the shift from a software-centric world to a compute-centric one, and why roughly $1 trillion of CapEx this year, and $10 trillion over the next 5 years, is being spent to move data centimeters and millimeters. He maps the market cap transformation, roughly $10 trillion in software, services, and internet, $20 trillion in Mag 7, and $30 trillion in non-Mag 7 chips and hardware.We cover the RAMpocalypse and why memory intensity is skyrocketing as AI models start to mirror the human brain, the 3 to 4 year duration mismatch between fab buildouts and today's demand, and the move from copper to light inside the data center.Tony also lays out his capital allocation framework, 90% in the 3-year AI vortex and the rest on frontier bets like quantum, orbital data centers, SMRs, and 800-volt power architectures, all converging on 2030. Plus, the coming wave of 30 to 40 Chinese robotics IPOs, mixing Chinese robot bodies with Western brains, his contrarian case for social robots addressing loneliness and aging populations, token flow as the new enterprise framework, and the mentors who shaped his career.We cover:› Why AI is forcing a complete rebuild of data centers › The shift from software to compute › Why memory becomes the next critical bottleneck › The future of AI chip co-design › How investors should think about AI infrastructure › Quantum, orbital data centers and the road to 2030 › Why robotics could become AI's next trillion-dollar market › China's robotics advantage › The enterprise AI stack and "token flow" › How BlackRock evaluates long-term technology investmentsTony Kim: https://www.linkedin.com/in/tony-kim-3150053/Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/zXB-LI7skL8𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery
- 1 weeks ago1h 4m
David Friedberg's 1-Hour Plan to Save America
David Friedberg takes America's 250th anniversary as a starting point to ask where does the country actually stand? And how do the bottom 50% get left behind?He argues the wealth gap is widely misunderstood, pointing to roughly $183 trillion in total US household net worth, compared to about $8 trillion held by billionaires and $4 trillion by the bottom half of Americans. His view is that the rich didn't take everything. Instead, the bottom 50% never got to own the productive assets that created the last 50 years of wealth, and.. as Friedberg puts it: "The truth is that the bottom 50% were left behind because of bad tax policy."From there, Friedberg breaks down the policy decisions he believes created today's affordability crisis, including a tax code that taxes capital below labor, a Social Security system invested in Treasury bonds instead of equities since 1982, the shift away from pensions after ERISA, and government policies that drove housing, healthcare, and education costs higher. He argues those failures have created the conditions driving the rise of socialism in America."Americans should feel good about America. We just have to fix the policies."David Friedberg: https://x.com/friedbergMolly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/LGkRR4ZNsEA𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery Follow Sourcery for the latest updates!https://www.sourcery.vcDisclosurePaid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 David Friedberg, CEO at Ohalo Genetics & Co-Host at All-In Is California functionally bankrupt? The real reason Americ
- 1 weeks ago43 min
Data is Back: MongoDB, Databricks, Snowflake
CJ Desai, President & CEO of MongoDB, joins Sourcery at the RAISE Summit in Paris. We cover why data is the downstream winner of the AI cycle, how hyperscaler capacity limits are pushing workloads back on-prem, the return of data sovereignty, & what a bank's real agentic architecture actually looks like."Data is the unsung hero and data is back. You cannot create an AI application without a great data layer, and your AI application is as good as your data.""You see these hyperscalers, some of them are running out of capacity. And the hyperscaler said, 'Sorry, we don't have a capacity.' And they are one of the top 50 customers for that hyperscaler."CJ took over MongoDB (NASDAQ: MDB) in November 2025 after Dev Ittycheria's 11-year run, with a mandate to reposition the company as the default modern database for AI applications. MongoDB carries a market cap of roughly ~$25 billion. CJ runs on a cadence of speaking to 10 to 12 customers a week, and in this conversation he brings that view straight from frontier labs, AI-native startups, and Global 2000 enterprises.Plus prediction markets under World Cup load, the open vs closed source model debate, data centers in space, and the mentors who shaped him.We cover: › The 3 classes of AI customers MongoDB serves › Why hyperscalers are telling top-50 accounts "no capacity" › On-prem, sovereign AI, and the data-center comeback › ElevenLabs running 50M+ agents on MongoDB › MongoDB (OLTP) vs Snowflake and Databricks (OLAP) › Why there is no standardization in enterprise AI models › Auto-scaling and the death of the expensive DBACJ Desai: https://x.com/cj_mongodbMolly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery
- 1 weeks ago56 min
Dylan Patel, SemiAnalysis, Nebius, Glean, Legora.. 12 Hot Takes From The Biggest Names in AI
Day 2 of RAISE Summit in Paris, the biggest AI summit in Europe. 12 founders, operators, and investors give us their hottest takes on the debates splitting the room right now: is token maxing genius or a waste, is open source dying or about to take over, and are we in a bubble.The disagreements were the best part. Dylan Patel (SemiAnalysis) loves token maxing and says open source is dying quickly, while others call token maxing the wrong approach entirely. Qasar Younis (Applied Intuition) on the opulence phase of the cycle and the pullback he sees coming. Apoorv Agrawal (Altimeter) on the four seasons of AI and planning for the climate, not the weather. Plus enterprise ROI, physical AI, petabyte-scale search, and why data is back."Open is dying quickly." - Dylan Patel, SemiAnalysis. "There are four seasons in AI. They're called OpenAI, Anthropic, SpaceX, and Google." - Apoorv Agrawal, Altimeter.Guest lineup:Dylan Patel, CEO, SemiAnalysisQasar Younis, CEO, Applied IntuitionApoorv Agrawal, Partner, Altimeter CapitalArvind Jain, CEO, GleanAriel Cohen, CEO, NavanCJ Desai, CEO, MongoDBGil Feig, CTO, MergeNikhil Benesch, CTO, TurboPufferBarak Kaufman, Chief Strategy Officer, WonderfulMax Junestrand, CEO, LegoraMarc Boroditsky, CRO, NebiusLaura Diorio, Social Media, NYSEThis episode is brought to you by Brex, MongoDB, and Assembly AI.Molly on X: https://x.com/MollySOShea𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒00:00 RAISE Summit Day 200:12 Qasar Younis (Applied Intuition)03:46 AI Trends at RAISE05:29 Applied Intuition Updates09:46 Bubble Risks and Books15:37 Self-Driving Future17:29 Dylan Patel (SemiAnalysis)22:05 Tokenmaxxing Debate24:31 Marc Boroditsky (Nebius)28:37 Arvind Jain (Glean)32:02 Laura Diorio (NYSE)35:03 Apoorv Agrawal (Altimeter): Four Seasons of AI38:23 Nikhil Benesch (TurboPuffer)42:18 CJ Desai (MongoDB): Agent Data Layer43:00 Barak Kaufman (Wonderful)45:34 Max Junestrand (Legora)49:35 Gil Feig (Merge)51:58 Ariel Cohen (Navan): Bullish on Humans54:54 CJ Desai (MongoDB): Data Is Back#podcast #investing #technology #venturecapital #entrepreneur #startup #siliconvalley
- 1 weeks ago41 min
AMD, Starcloud, Coatue..10 Hot Takes From The Biggest Names in AI
Day 1 of RAISE Summit in Paris, the most high-profile AI summit in Europe. We pulled 10 of the sharpest founders, operators, and investors aside for their hottest takes on the debates defining AI right now.Open source vs closed models dominated the room, alongside agents rewriting how work gets done, the death of the keyboard and mouse, the economics of inference, and physical AI moving from data centers into cars, devices, and even orbit. Real numbers, real disagreements, and a few pieces of breaking news, straight from the people building it."The keyboard and mouse are slowly dying." - Max Cook, Coatue. "In the next 12 months, 90% of tokens will be going to open models." - Matan Grinberg, Factory."Most of AI is just glorified data science." - Pim de Witte, General Intuition"The SpaceX IPO is going to be viewed historically as the most undervalued IPO of all time." - Philip Johnston, Starcloud"People don't even understand how transformational agentic AI is." - Mark Papermaster, AMDGuest lineup:Max Cook, Sector Head, CoatueMatan Grinberg, CEO, FactoryRodrigo Liang, CEO, SambaNovaPhilip Johnston, CEO, StarcloudMark Papermaster, CTO, AMDPim de Witte, CEO, General IntuitionRamin Hasani, CEO, Liquid AIRobin Rombach, CEO, Black Forest LabsChris Madden, CEO, Good Future MediaHenri Delahaye, CEO, RAISE SummitThis episode is brought to you by Brex, MongoDB, and Assembly AI.Molly on X: https://x.com/MollySOShea𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery 𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒00:00 RAISE in Paris00:16 Max Cook (Coatue)01:01 Keyboard and Mouse Dying03:42 Future Interaction Models06:32 Open Source vs Closed12:20 Henri Delahaye Hosts the Night13:21 Pim de Witte (General Intuition)14:46 Mark Papermaster (AMD) on Agentic Workflows16:38 Robin Rombach (Black Forest Labs)20:31 Matan Grinberg (Factory): Droids in Europe21:03 Open Models Token Shift23:17 Philip Johnston (StarCloud): Space Bets24:01 SpaceX IPO Bull Case25:13 Chips for Space Compute26:58 Chris Madden (Good Future Media): Clipping28:23 Viral Clip Hook Secrets32:03 Ramin Hasani (Liquid AI): Physical Models34:50 Three-Axis Foundation Models38:43 Rodrigo Liang (SambaNova): $1B Raise#podcast #investing #technology #venturecapital #entrepreneur #startup #siliconvalley #ai #elonmusk #spacex
- 1 weeks ago59 min
SambaNova CEO on Raising $1B at $11B: "It's a Land Grab Right Now"
Rodrigo Liang is the CEO and Co-Founder of SambaNova. The company just announced a first close on a $1B round at an $11B valuation, led by General Atlantic with T. Rowe Price and Capital Group participating.Rodrigo has spent 32 years building chips. We covered the 101 of semiconductors and data centers: what inference is, why it is a different problem than training, and why inference will require orders of magnitude more chips than training.He walks through SambaNova's chip lineup from SN10 to the new SN50, why a 10 kilowatt air-cooled rack changes where AI can be deployed, and why running a trillion parameter model in a single rack matters for agents, latency, and edge.We also covered the era of premium inference, how providers measure revenue per rack, coopetition and traffic routing across Nvidia and AMD, sovereign models, the move back to on-prem, and why tokenmaxxing is the wrong goal.Special thank you to Brex, MongoDB, & AssemblyAI for helping make this RAISE AI Summit mini-series in Paris, France happen.Sourcery covers the people building the future across AI, hardware, and the private and public markets, subscribe for more.Rodrigo Liang: https://x.com/rodrigoliang?s=21 Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/etod19D9IEg𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • MongoDB–Millions of developers and more than 65,200+ customers across industries, including ~75% of the Fortune 100, rely on MongoDB for their most important applications. With integrated capabilities for operational data, search, real-time analytics, & AI-powered data retrieval, MongoDB helps organizations everywhere move faster, innovate more efficiently, & simplify complex architectures. https://mongodb.com/ai• AssemblyAI–Millions of developers use AssemblyAI to power their voice ai applications and features. One API gives you access to best-in-class speech-to-text, voice agent, and speech understanding models for both pre-recorded and real-time audio. Granola, ClickUp & HeyGen are scaling with AssemblyAI - get $50 of free credits today at http://AssemblyAI.com/sourcery𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 Rodrigo Liang , Co-Founder & CEO at SambaNova Systems SambaNova’s Series F : $1B raise at an $11 billion valuation The Inference problem nobody saw coming SambaNova's chip evolution Running a trillion-parameter model on a single rack Do $100 billion data centers actually make sense? What "premium inference" really means Speed is about to become AI's biggest price tag Starlink, edge computing, and AI reaching every corner of the planet Working alongside NVIDIA and rival chipmakers How customers actually measure inference performance The biggest bottlenecks in AI's global land grab Justifying the billion-dollar AI valuations Why SambaNova refuses to build its own cloud The "AI sovereignty" debate Data privacy fears are driving the return to on-prem AI How to actually get ROI out of AI spend The one question every business should be asking about AI The mentors and lessons behind a 32-year career in chips Unveiling SambaNova's newest chip, the SN50
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