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  1. RAISE Summit13 min

    The Golden Age of Software Engineering | Scott Wu, Cognition | RAISE Summit 2026

    Scott Wu

    Founded two and a half years ago, global firm Cognition leverages its autonomous AI agent, Devin, to generate 90% of committed code while scaling engineering output tenfold with only a 40% headcount increase. By closing the full software development lifecycle autonomously, the company enables asynchronous, event-driven workflows that effectively add 130 engineers to every 1,000-person team through a 10:1 human-to-AI ratio. This shift toward outcome-based delivery signals the imminent "Golden Age of Software Engineering," where the primary constraint moves from labor availability to identifying complex problems worth solving.

  2. RAISE Summit20 min

    Industrializing Intelligence: Building the AI Factory as a System | Vertiv | RAISE Summit 2026

    Giordano Albertazzi, Gio Albertazzi

    As the AI sector pivots from proven technology to maximizing useful output, infrastructure constraints are driving a shift toward "manufacturing data centers" that prioritize tokens per megawatt over traditional efficiency metrics. Vertiv champions a converged system approach that eliminates seam inefficiencies through pre-engineered modular solutions, enabling grid-interactive powertrains and reducing deployment time by half. This strategy directly lowers the cost per token by ensuring rapid capacity scaling and future-proofing infrastructure for next-generation silicon.

  3. RAISE Summit21 min

    The Uncomfortable Math of Frontier AI in Production | Kavitha Mariappan | RAISE Summit 2026

    Kavitha Mariappan

    At RAISE, approximately 110 exhibitors, including 18% startups and 30% scale-ups, convened to address the shift from perimeter-based security to resilience against autonomous AI agents that now possess economic agency and emergent capabilities. Recent threat intelligence reveals that 53% of recent attacks are AI-related, with adversaries exploiting embedding space geometry and open-source models to bypass traditional deterministic defenses while 88% of enterprises lack the ability to roll back unauthorized agent actions. Experts recommend a strategic pivot toward assuming breach status by inventorying non-human identities, rotating machine tokens, and prioritizing recovery protocols over prevention to counter the asymmetric advantages held by autonomous threats.

  4. 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.

  5. RAISE Summit12 min

    Agents are Here. Compute has to Change | Sachin Katti, OpenAI | RAISE Summit 2026

    Sachin Katti

    OpenAI has entered an agentic era where its internal roadmap is realized through AI systems handling nearly all internal token generation and conducting autonomous research tasks. This shift has compressed model release cycles from half a year to monthly intervals by enabling 50x growth in research experimentation and expanding compute demands to include synthetic data and reinforcement learning. As non-engineering departments and AI interns drive adoption, the organization is simultaneously rebuilding its infrastructure with heterogeneous hardware and complex networking to support the iterative, tool-heavy workflows required for this new phase of recursive development.

  6. RAISE Summit19 min

    Scaling AI Infrastructure for the Agentic Era | Charlie Kawwas, Broadcom | RAISE Summit 2026

    Charlie Kawwas, Tony Kim

    Frontier artificial intelligence laboratories are increasingly partnering with Broadcom to deploy purpose-built XPU architectures that replace general-purpose hardware, enabling custom designs that eliminate efficiency losses and proprietary ecosystem taxes. This strategic shift supports a massive scaling trajectory where Broadcom projects over $100 billion in revenue by 2027 while delivering 16 times the current compute capacity through modular chiplet technology. As major clients contract for gigawatt-scale power expansions, the collaboration prioritizes rapid time-to-market for specialized "agentic AI" workloads while addressing supply chain constraints through new advanced packaging facilities.

  7. RAISE Summit18 min

    Cheap Tokens, Expensive Mistakes: The Real Economics of AI at Scale | RAISE Summit 2026

    Liran Zvibel, Dylan Patel, Karen Kwok

    Major AI operators are pivoting from pure pricing power to structural cost efficiency, leveraging advanced KV cache offloading and optimized storage architectures to slash inference expenses. Recent benchmarks reveal that NAND-based memory solutions and strategic hardware combinations, such as high-capacity AMD GPUs, can outperform standard setups by up to 20 times in multi-turn agentic workflows while delivering 7x higher throughput. This shift allows emerging providers and frontier labs to significantly expand gross margins, with companies like Anthropic and OpenAI now projecting substantial operating profits driven by these infrastructure innovations rather than model weights alone.

  8. RAISE Summit23 min

    Agentic Development Security | Manoj Nair, Snyk | RAISE Summit 2026

    Manoj Nair

    Presenting critical findings on the surge of security risks in AI-driven development, this analysis reveals a 108% increase in vulnerabilities linked to agentic workflows and highlights that current frontier models still produce only 60% secure code autonomously. With threat actors already executing attacks within weeks and open models projected to match proprietary capabilities in six months, the session outlines a strategic blueprint requiring independent validation, pre-build context integration, and the eradication of technical debt before scaling adoption. Urging organizations to shift from fragile remediation to resilient, load-bearing architectures, the discussion emphasizes immediate board-level action to secure supply chains and comply with upcoming regulatory frameworks like the EU AI Act.

  9. RAISE Summit29 min

    The Physics of Thought & Architecture of Intelligence | Amin Vahdat, Google | RAISE Summit 2026

    Amin Vahdat

    The speaker characterizes the current epoch as the dawn of an "intelligence era" where unbounded human ambition and the Jevons Paradox will drive exponential demand for cognitive computing power, surpassing the historical pace of the Industrial Revolution. To meet this surging need, Google is leveraging specialized hardware like the eighth-generation TPU and adopting a relaxed reliability model to enable agentic computing swarms that coordinate autonomous tasks at unprecedented scale. This technological shift is already accelerating scientific breakthroughs, such as rapid protein folding prediction, while necessitating responsible management of the economic turbulence inherent in this transition.

  10. Sequoia Capital2 min

    Why "Tokens Aren't Fungible" - Anthropic's Angela Jiang

    Angela Jiang

    The organization is transitioning its strategic focus from knowledge retrieval to an execution layer powered by Cloud Managed Agents, which enables AI systems to string together tasks and edit files across multiple systems. This infrastructure serves as the foundation for a forthcoming coordination layer that will introduce strategies as a meta harness to orchestrate complex workflows through specialized token roles. The roadmap outlines a sequential evolution moving from the current execution capabilities toward this higher-level abstraction where high-level intent guides composed, autonomous systems.

  11. Milken Institute27 min

    The American Dream at 250 | Global Conference 2026

    Jon Clifton, Michael Milken, Anousheh Ansari, Giselle Fernandez, Sanjay Gupta

    The Center for the American Dream Initiatives hosted a panel featuring Iranian-born astronaut Sanooch, journalist Giselle Fernandez, and surgeon Sanjay Gupta to highlight how immigrant resilience and access to opportunity fuel the national narrative. Drawing on personal histories and data showing that immigrants view the dream as most thriving despite falling institutional trust, the speakers argued that collective optimism is essential to overcoming domestic polarization. The event further unveiled an interactive, AI-enhanced mural honoring 68 immigrants, reinforcing the thesis that the United States continues to be the primary global destination for those seeking to build a future.

  12. Y Combinator32 min

    India Can Create The Largest AI Companies

    Puneet, Arnav, John, Ankit, Jared

    The event redefined the global startup paradigm by highlighting how India's deep technical talent enables founders to bypass traditional barriers and build meritocratic AI companies for the international market immediately. Speakers emphasized that success now hinges on founder agency, rapid learning, and the ability to leverage coding agents for extreme execution speed rather than on warm connections or established business models. To catalyze this shift, the program provided attendees with AI computing credits and facilitated co-founder networking to launch high-agency ventures within days.

  13. 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.

  14. Y Combinator30 min

    How Meesho Became India’s Biggest Shopping App

    Vidit Aatrey, Ankit Gupta

    Founders Vidit Aatja and Sanjeev Bikhchandani established Meesho in 2016 to connect rural Indian sellers with consumers, eventually pivoting from a WhatsApp-based social commerce model to a direct-to-consumer app after Jio's data cost reduction enabled mobile app adoption. This bold 2021 strategic shift, which terminated the platform's core business to launch a native application, secured Meesho's dominance in the Indian market by capturing over 50% of the country's online commerce volume by 2026. Today, the company serves 250 million unique consumers and is deploying its proprietary "Vani" voice AI agent to further democratize e-commerce for rural users with low digital literacy.

  15. 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.