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  1. Sequoia Capital10 min

    9 Years to AGI? OpenAI’s Dan Roberts Reasons About Emulating Einstein

    Dan Roberts, Einstein

    OpenAI demonstrated a strategic pivot toward test-time compute and reinforcement learning by showcasing models like O1 and O3 that solve complex physics problems, such as quantum electrodynamics and General Relativity, in minutes compared to human timescales. To support this new scaling paradigm where reasoning effort outweighs pre-training data, the organization plans to raise $500 billion to construct massive data center facilities in Abilene, Texas. This infrastructure investment aims to accelerate a timeline predicting that within nine years, systems will evolve from reproducing existing scientific knowledge to generating novel discoveries comparable to Einstein's major breakthroughs.

  2. Sequoia Capital9 min

    How OpenAI Built its Groundbreaking Deep Research Product ft. Isa Fulford

    Isa Fulford

    OpenAI's Deep Research introduces an agentic o3 model capable of executing complex, multi-step online investigations over five to thirty minutes to generate analyst-level reports. Targeted at professionals like venture capitalists and academics, the system synthesizes cross-lingual data through interactive clarifications and real-time transparency into its reasoning process. While current versions prioritize read-only browsing and citation granularity, the roadmap outlines plans to integrate these tools into broader reasoning models and enable autonomous action-taking based on findings.

  3. The Economist7 min

    Is Putin‘s narrative working?

    Putin, Arkady Ostrovsky

    Marked by the arrival of Chinese President Xi Jinping, Russia's 80th Victory Day parade transformed the 1945 Allied triumph into an isolated, state-orchestrated ritual that explicitly excludes Western allies. Vladimir Putin leverages this historical narrative to forge a continuous "cult of victory" that legitimizes his rule and the ongoing war in Ukraine as a reenactment of Soviet-era greatness. The event underscores Russia's geopolitical severance from the West, replacing the original concept of a shared liberation with a dependency on non-Western alliances and a focus on great power status rather than territorial expansion.

  4. Sequoia Capital19 min

    The Data Center is the New Unit of Compute: Crusoe CEO Chase Lochmiller

    Chase Lochmiller, David Kahn, Pat

    Crusoe Energy is rapidly constructing massive AI factories in Abilene, Texas, leveraging a vertically integrated supply chain to deliver gigawatts of power capacity decades ahead of traditional utility timelines. By repurposing stranded renewable energy and deploying advanced cooling architectures, the company accelerates the shift toward sovereign AI infrastructure while addressing critical bottlenecks in power and hardware availability. Founder Chase Lockmiller positions this industrial-scale approach as the mechanism to manufacture intelligence, creating a resilient foundation for the next phase of artificial general intelligence.

  5. Sequoia Capital18 min

    The Physical Turing Test: Jim Fan on Nvidia's Roadmap for Embodied AI

    Jim Fan

    NVIDIA Director Jim Phan outlines the "Physical Turing Test," a benchmark for robots performing complex physical tasks indistinguishable from human performance, while identifying data scarcity as the primary bottleneck for current systems. To overcome this, NVIDIA employs Simulation 2.0, utilizing generative models like Robocasa and video diffusion to exponentially scale training environments and introduce the GR00T N1 open-source model capable of zero-shot generalist control. This technological evolution aims to transition the physical world into a "Physical API," where software-defined skills enable autonomous robots to seamlessly handle household and industrial tasks, effectively embedding human-like dexterity into everyday infrastructure.

  6. Sequoia Capital8 min

    Ambient Agents and the New Agent Inbox ft. Harrison Chase

    Harrison Chase

    LangChain CEO Harrison Chase introduces ambient agents as background systems designed to execute complex, multi-step operations by monitoring event streams rather than relying on direct chat input. These agents operate within a strict human-in-the-loop framework that utilizes patterns like action approval, editing, and time-travel rollback to ensure accuracy while preventing full autonomy. To support this architecture, LangChain has enhanced its LangGraph infrastructure for state persistence and scalability while deploying an Agent Inbox UI that enables users to manage long-running workflows through direct oversight and feedback integration.

  7. Goldman Sachs13 min

    Stagflation and the Fed's next move

    Rob Kaplan, Alison Nathan

    The U.S. economy confronts a stagflationary shock driven by spending cuts, restrictive immigration policies, and tariff uncertainty, creating a complex backdrop for Federal Reserve monetary strategy. Policymakers are advised to pause rate decisions at the May meeting to assess new trade data while maintaining a tough rhetorical stance to anchor inflation expectations without pre-committing to specific future cuts. As the Fed balances its dual mandate amidst potential political pressure, global investors are cautiously retaining dollar allocations despite signs of institutional skepticism and capital outflows that are currently characterized as temporary positioning rather than a permanent strategic shift.

  8. The Economist7 min

    Why US tariffs on China will hurt American shoppers

    Don

    Effective May 2, the Trump administration revoked the "de minimis" exemption, eliminating duty-free status for Chinese imports under $800 and directly impacting the US market-dependent business models of fast-fashion giants Shein and Temu. Facing high tariff costs that threaten their core pricing advantages, these companies currently rely on direct shipping from Chinese hubs while navigating geopolitical pressure from Beijing against relocating manufacturing to avoid tariffs. Experts anticipate Shein and Temu will survive this regulatory shift by diversifying into new global markets and transitioning into multinational corporations despite strict US efforts to close trade loopholes.

  9. Goldman Sachs10 min

    Time to buy bonds?

    Lindsay Rosner, Chris Hussey

    Despite a macroeconomic shift toward higher inflation and lower growth driven by tariff announcements since April, the 10-year Treasury yield has remained stable while credit spreads have partially recovered from their initial widening. Goldman Sachs Asset Management has strategically increased portfolio duration and favored Investment Grade credit over High Yield, citing bond outperformance versus equities and the U.S. dollar's status as a global safe haven. Although the firm acknowledges an increased recession probability and sector divergence within travel, it concludes that current market pricing does not yet fully reflect downside risks, prompting continued allocation to structured credit opportunities.

  10. Dwarkesh Patel10 min

    What will automated firms look like?

    Peter Salaba

    The event outlines a paradigm where artificial general intelligence transforms corporate structures into infinitely copyable digital populations that bypass human hiring bottlenecks and scale knowledge transmission through direct latent communication. By converting capital directly into compute to sustain millions of specialized entities, future AI firms achieve unprecedented evolvability and innovation rates comparable to biological leaps from prokaryotic to eukaryotic cells. Demonstrating these capabilities, the production itself was generated entirely using Google's Veo2 model to visualize complex concepts like an AGI hive mind, while the analysis posits that market feedback remains the critical anchor preventing such software-like corporations from drifting into self-referential irrelevance.

  11. Goldman Sachs14 min

    How AI and geopolitics are reshaping cybersecurity

    Marco Poletti, Alison Nathan

    Driven by escalating cyber threats and the strategic necessity for platform consolidation, the cybersecurity sector has witnessed record-breaking M&A activity despite a soft overall market, highlighted by Google's $32 billion acquisition of Wiz. While macroeconomic volatility creates near-term uncertainty for IPOs, the industry's resilient, "sticky" spending habits and significant private equity capital are redirecting focus toward cloud security and AI-driven defense solutions. This evolving landscape, bolstered by government partnerships and geopolitical tensions, positions the field as a critical competitive advantage even as it grapples with emerging risks from generative AI and autonomous attack vectors.

  12. Goldman Sachs9 min

    “The most attractive hedge”

    Brian Dunne, Chris Hussey

    Goldman Sachs and global investors are reassessing the U.S. dollar following a 10% pre-inauguration depreciation driven by downward real GDP revisions from 2.5% to 1.3% and a widening growth gap against Europe. Analysts predict a multi-month reversal of long-dollar positions as fair value models show the currency remains 10% to 15% overvalued, with the short dollar/yen trade emerging as a primary catalyst contingent on tariff policy and Federal Reserve reaction functions. While immediate directional positioning is advised against pending clearer White House news and data releases, the structural shift suggests accelerated market moves within the next two to three months.

  13. Y Combinator17 min

    How To Get The Most Out Of Vibe Coding | Startup School

    Tom Blomfield

    The session establishes "vibe coding" as a disciplined engineering practice, recommending specific tool strategies such as using Replit for novices and dual-workflow setups with Cursor and Windsurf for experienced developers. It outlines a rigorous methodology involving architectural planning, modular Git-based implementation, and strict error handling protocols to manage AI-generated code effectively. The discussion further analyzes current model capabilities, highlighting Claude Sonnet 3.7 for implementation and Gemini for planning, while noting expected performance shifts due to training data biases in frameworks like Ruby on Rails.

  14. Goldman Sachs19 min

    How insurers are navigating volatile markets

    Mike Siegel, Matt Armas, Alison Nathan

    The 14th annual Goldman Sachs Insurance Survey of 400 companies managing $13 trillion in assets reveals a strategic "Great Pivot" by life insurers shifting from public to private markets to capture liquidity premiums and mitigate volatility. This reallocation, alongside a surge in defensive investments in AI infrastructure, aims to enhance operational efficiency and diversify long-duration liabilities while navigating a complex environment of rising bond rates and equity swings. Collectively, these shifts support a booming industry outlook where improved returns and fixed-rate product demand drive lower policy costs and stronger capital deployment across both life and property-casualty sectors.

  15. All-In Podcast17 min

    Inside the All-In Summit: Behind the Scenes of the World's Greatest Conference 🚀

    JD Vance, Elon Musk, Sergey Brin, Peter Thiel, Megyn Kelly, Mearsheimer, Sachs, Travis Kalanick, Marc Benioff, Woody Hoburg, Chamath, Jason, Friedberg, TheZachEffect, Zach

    The Year Three conference featured a diverse lineup of high-profile guests, including Vice Presidential candidate J.D. Vance and Elon Musk, who discussed political independence, AI development, and economic expansion amidst tight security. Notable speakers such as John Mearsheimer, Travis Kalanick, and astronaut Woody Hobart contributed to dynamic segments on geopolitics, enterprise software, and scientific scales that defined the event's unscripted format. The gathering concluded with social festivities and a forward-looking toast, highlighting the organizers' intent to foster debate through an eclectic mix of political, technological, and scientific discourse.