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  1. Sourcery with Molly O'Shea47 min

    The Wildest Hot Takes From the All-In Summit 2026

    Elon Musk, Jensen Huang, Satya Nadella, Gwynne Shotwell, Jared Isaacman, Brad Gerstner, Bill Gurley, Dina Powell McCormick, Jake Paul, Nick Shirley, Blake Scholl, Martin Shkreli, Chamath Palihapitiya, Jason Calacanis, David Sacks, David Friedberg, Naveen Rao, Jonathan Neman, Toby Rice, Wen Sang, Geoff Woo, Kent Draper, Michael Brandt, Molly

    Industry leaders including Jensen Huang, Elon Musk, and Naveen Rao reached a pragmatic consensus on AI governance that prioritizes independent peer review and hardware efficiency over existential risk narratives or development halts. The dialogue highlighted a critical pivot toward solving energy constraints through massive infrastructure expansion and ultra-efficient computing to prevent a "SaaS apocalypse" while democratizing access via no-code agents. Concurrently, the speakers addressed broader economic and societal implications, warning that political interference in energy markets and outdated regulatory frameworks pose immediate threats to both AI scaling and public infrastructure projects.

  2. a16z54 min

    Why Top Founders Are Racing Into AI Infrastructure

    Ben Horowitz, Martin Casado, Raghu Raghuram, Erik Torenberg

    The Machine Age Fund targets the critical infrastructure bottlenecks constraining the "Machine Intelligence" revolution by investing in the physical computing stack, from raw copper mining to power grid upgrades. With hyperscalers projecting $1 trillion in annual capital expenditure and GPU supply booked through 2028, the fund prioritizes founders with hardware and supply chain expertise to solve severe shortages in energy capacity, liquid cooling, and specialized labor. This strategy aims to secure the physical assets required to support exponentially growing compute demand while preventing the United States from losing its infrastructure leadership to global competitors.

  3. Milken Institute1h 3m

    Things That Will Blow Your Mind | Global Conference 2026

    Richard Sandler, Ali Agha, Erin Blanton, Bentzion Levinson, Geoffrey von Maltzahn

    This panel featured four innovators presenting distinct AI-driven solutions: Lila Sciences deployed autonomous laboratories to accelerate biotech and material discoveries, Field AI introduced hardware-agnostic robotics for extreme environments, Heaven Aerotech developed hydrogen-powered endurance drones for strategic defense, and Carbon Mapper utilized satellite spectrometry to identify and mitigate global methane super-emitters. Collectively, these breakthroughs demonstrate a shift from conversational AI to embodied, physical intelligence capable of operating 24/7 to solve critical challenges in labor shortages, climate change, and geopolitical security. The discussion concluded with a unified call for the West to reindustrialize and scale automation to prevent falling behind China's rapid advancements in scientific and military capabilities.

  4. Y Combinator50 min

    Blake Scholl: How 50 People Built a Supersonic Jet

    Blake Scholl

    Founded by Blake Scholl in 2014, Boom Supersonic successfully developed the XB-1, the first privately built jet to break the sound barrier, using a lean team and software-driven engineering to overcome decades of aviation stagnation. This historic flight directly catalyzed a shift in US federal policy, prompting an Executive Order that legalized supersonic flight over land and clearing the path for the upcoming Overture airliner. By vertically integrating manufacturing and creating revenue through ground-based engines, the company aims to double global travel speeds while eliminating the traditional sonic boom barrier.

  5. Stanford Online50 min

    Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Building AI Factories

    Chase Lochmiller, Apoorv Agrawal

    Hyperscalers are pouring capital into AI infrastructure that rivals historic U.S. projects, driven by a shift in bottlenecks from chip availability to securing powered shells and skilled labor. In Abilene, Texas, Crusoe is deploying a 2.1-gigawatt campus hosting tenants like Oracle and OpenAI, where rapid construction faces significant wage inflation due to a scarcity of tradespeople and tripling costs for power equipment. While traditional hardware risks obsolescence, the economic model shows accelerated returns as managed services can halve the payback period to two years, even as the sector grapples with future challenges in labor supply and open-source competition.

  6. Dwarkesh Patel1h 2m

    Sarah Paine - Why Putin and Xi can't escape geography

    Sarah Paine, Putin, Xi

    The event analyzes the fundamental geopolitical divergence between continental "elephant" powers reliant on land armies and maritime "whale" powers driven by trade and naval defense, arguing that the current global instability stems from China and Russia attempting to impose a 19th-century sphere-of-influence system. Drawing on the theories of Mackinder and Spykman, the discussion highlights how maritime democracies must leverage sanctions and economic insulation rather than direct territorial conquest to counter continental aggression that seeks to hollow out post-WWII institutions. Ultimately, the presentation warns that failing to maintain this rules-based order risks a catastrophic third world war, emphasizing that maritime strategies offer the only path toward sustained positive-sum growth.

  7. 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.

  8. a16z1h 6m

    Balaji Srinivasan on The Future of AI | The a16z Show

    Balaji Srinivasan, Erik Torenberg

    The speaker redefines human-AI collaboration by positioning humans as strategic leaders who direct specialized AI "actors," creating a trusted ecosystem where value shifts toward personalized, private instances and verification services. Parallel to this technological evolution, the discussion details a bifurcated future for digital currency in which Bitcoin serves as transparent institutional collateral while Zcash-powered tools like Zedal provide quantum-resistant privacy for individual transactions. Ultimately, the presentation argues that political constraints and resource scarcity will prevent centralized AI dominance, fostering a polytheistic landscape of decentralized models and democratized global entrepreneurship.

  9. Jane Street48 min

    Making GPUs Actually Fast: A Deep Dive into Training Performance

    Corwin, Savant Diaz, Sylvain De Wecker

    Jane Street engineers optimize deep learning infrastructure by eliminating CPU-GPU synchronization bottlenecks and fusing PyTorch operations via `torch.compile` and Triton to maximize throughput. When automated compilation fails on complex Python logic, they deploy custom CUDA kernels that leverage shared memory and warp-level reductions to achieve nearly 1,000x speedups in specialized tensor operations. This hierarchical approach, ranging from standard PyTorch to hand-optimized C++, ensures efficient utilization of the H100's 132 Streaming Multiprocessors and strict memory bandwidth constraints.

  10. All-In Podcast57 min

    Winning the AI Race Part 5: President Trump on the AI Action Plan

    President Trump, Chamath, Friedberg, Donald J. Trump, Nat, Jason Calacanis, Jacob Helberg, Doug Burgum, Howard Lutnik, Chris Wright, Lee Zeldin, Ted Cruz, David McCormick, Jensen Wong, Lisa Sue, Jeff Sprecher, Suzy Weil, Marco Rubio

    The administration has secured major international trade and defense agreements with Japan, the EU, and NATO allies while establishing a universal tariff framework to pressure non-compliant nations. Domestically, the executive branch is accelerating energy dominance and AI development through the termination of the Green New Deal, the repeal of export restrictions, and the implementation of a federal standard that permits AI training on public data without creator consent. With key appointments led by David Sacks and the EPA, the government aims to achieve zero illegal border entries, trigger $17 trillion in private investment, and reclaim global manufacturing supremacy by 2026.

  11. All-In Podcast1h 5m

    Winning the AI Race Part 3: Jensen Huang, Lisa Su, James Litinsky, Chase Lochmiller

    Jensen Huang, Lisa Su, James Litinsky, Chase Lochmiller

    Major U.S. corporations and government agencies are launching transformative public-private partnerships to secure critical supply chains for rare earth magnets, semiconductors, and AI infrastructure against global competition. These initiatives include a $400 million Department of Defense deal with MP Materials that guarantees price floors, TSMC and AMD achieving domestic silicon yields in Arizona, and massive energy projects by Crusoe and NVIDIA to build gigawatt-scale AI factories. While these ventures address severe domestic workforce shortages and high manufacturing costs, they collectively aim to establish a sovereign industrial ecosystem capable of supporting trillion-dollar markets in physical AI and advanced computing.

  12. Milken Institute1h 1m

    Words That Work: 2025 Edition | Global Conference 2025

    Leslie Thurman, Frank Luntz

    The analysis outlines a sharply polarized American landscape where 80% of citizens view the nation as historically divided and demand tangible results over political rhetoric or abstract corporate values. It urges business leaders to abandon divisive terminology like "DEI" and "capitalism" in favor of resonant concepts such as "economic freedom" and "respect," while tailoring visual communications to evoke joy rather than fear. Without this strategic shift in language and imagery, the presentation warns that corporations face increasing legislative risks from a public backing wealth taxes and an unwavering political base that refuses to compromise.

  13. Milken Institute1h 13m

    The Milken-Motsepe Prize in FinTech Pitches and Grand Prize Ceremony | Global Conference 2025

    Milken, Motsepe, Emily Musil, Meghan McCormick, Precious Moloi-Motsepe, Sam Njuguna, Ola Oyetayo, Jonathan Wilson

    The 2025 Milken-Motsepe Prize awarded $2 million to ten semi-finalists to support African-led FinTech innovations targeting underbanked populations, with Virto securing the $1 million grand prize for its cross-border payment infrastructure. Key figures including Mike Milken and Patrice Motsepe emphasized the program's role in leveraging Africa's demographic growth and entrepreneurship to catalyze follow-on investment and impact over one million lives since its inception. Building on this momentum, the initiative launched a new accelerator and announced an upcoming challenge cycle in AI and Manufacturing to further address financial inclusion and infrastructure gaps across the continent.

  14. a16z1h 10m

    Ben Horowitz in Conversation w/ Dr. Clarence B. Jones, MLK's Advisor and Speechwriter

    Ben Horowitz, Dr. Clarence B. Jones, Megan Holston Alexander, Ron Charles, Jr., Larry Appelbaum, Jr., David Plylar, Jr.

    Dr. Clarence Jones, a key strategist and speechwriter for Dr. Martin Luther King Jr., joined Ben Horowitz at an Andreessen Horowitz event to recount the personal dynamics of the Civil Rights Movement and critique modern diversity frameworks. Jones detailed the pivotal moment he joined the movement after King honored his mother during a sermon, recalled the tactical writing of the *Letter from Birmingham Jail*, and warned against contemporary interpretations that judge historical figures by present-day standards rather than their specific context. He concluded that true progress requires demanding change through merit and shared purpose, contrasting King's unified goals with current politicized approaches to race and inclusion.

  15. Jane Street1h 3m

    Horace He: Building Machine Learning Systems for a Trillion Trillion Floating Point Operations

    Horace He

    Meta compiler engineer Horace He analyzes the dramatic consolidation of AI infrastructure, noting that modern model training now requires massive power resources and billions in capital to achieve state-of-the-art performance. He details how the industry has transitioned from simple imperative execution to complex compiler strategies like FlexAttention and `torch.compile`, which are essential for managing the critical balance between GPU compute and memory movement. Ultimately, He argues that the primary challenge in this field is shifting focus from pure optimization to designing robust programming models that allow developers to reliably express complex performance trade-offs in large-scale distributed systems.