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  1. Sequoia Capital58 min

    Goldman Sachs CEO David Solomon: What Startup Founders Get Wrong About the CEO Job

    David Solomon, Lloyd Blankfein, Hank Paulson

    Goldman Sachs CEO David Solomon redefined the firm's culture and strategy through a decade of adapting to regulatory shifts and digital transformation, notably pivoting from a failed organic consumer banking initiative to refocus on core investment activities. Influenced by mentors like Lloyd Blankfein and Satya Nadella, Solomon championed a "True North" philosophy of client centricity while overseeing a significant expansion in market capitalization to $250 billion. His leadership emphasizes that long-term survival relies on balancing strength with weakness management, leveraging human judgment over pure automation, and maintaining a deep bench of experienced leaders to navigate complex crises.

  2. The Diary Of A CEO1h 40m

    Godfather of AI: We Have 2 Years Before Everything Changes!

    YOSHUA BENGIO, Steven, Stephen Bartlett

    Deep learning pioneer Professor Yoshua Bengio has shifted from technical research to public advocacy, warning that current AI trajectories risk catastrophic harm through misalignment, physical threats, and the democratization of destructive knowledge. Driven by a precautionary principle rooted in concern for future generations, Bengio argues that market incentives and geopolitical races are accelerating these dangers while regulatory measures remain inadequate. To counter these threats, he founded the Law Zero nonprofit to develop "safe by construction" systems and is calling for international treaties, mandatory liability insurance, and shifted public opinion to enforce stricter global safety standards.

  3. Milken Institute35 min

    Capturing AI’s Momentum: Pathways to Growth and Productivity | Middle East & Africa Summit 2025

    Eleni Giokos, Alex Israel, Antonoaldo Neves, Saad Toma

    IBM, Etihad Airways, and Metropolis leaders discuss how enterprises are leveraging AI to drive tangible efficiency gains, citing IBM's $9.5 billion book of business and $4.5 billion in internal savings alongside Etihad's automated revenue management. The panel highlights a geopolitical landscape defined by US-China competition, noting a 156-qubit quantum chip breakthrough by IBM while emphasizing that the primary barrier to adoption remains data unification rather than technology limitations. Participants diverge on labor market impacts, balancing Alex's concerns over skilled job displacement with Antonello's optimism regarding workforce evolution toward higher-order questioning skills.

  4. Jane Street1h 0m

    Arjun Guha: How Language Models Model Programming Languages & How Programmers Model Language Models

    Arjun Guha

    Arjun Guha presents a comprehensive analysis of large language models in programming, highlighting how traditional benchmarks are saturating while new methods like multi-PLE and language-agnostic transforms reveal significant performance gaps in low-resource languages such as OCaml. Through mechanistic interpretability techniques like activation steering, the talk demonstrates that internal model vectors can effectively correct type prediction errors and switch target languages without retraining, exposing shared representations across diverse syntaxes. These technical insights are contextualized by human studies showing that student success in prompting models hinges on providing specific semantic clues rather than syntactic fixes, while industry data reveals a surge in AI co-authorship alongside complex debates regarding actual productivity gains.

  5. 80,000 Hours2h 48m

    U.S. Defense Strategist on How AI Drone Warfare Could Spiral Out of Control

    Stanislav Petrov, Paul Scharre, Luisa Rodriguez, Bob Work

    Experts define a "battlefield singularity" where autonomous drone swarms and cyber systems will soon outpace human cognitive limits, creating a risk of "flash wars" triggered in milliseconds without human intervention. While the United States and China race to integrate these technologies, the shift toward human-out-of-the-loop decision-making threatens nuclear stability through false alarm risks and destabilizing arms races. To mitigate these dangers, policymakers propose targeted bans on anti-personnel autonomy and mandatory human "circuit breakers" to preserve moral accountability and prevent catastrophic escalation.

  6. a16z58 min

    “How We Can Eliminate Crime” | Ben Horowitz and Garrett Langley

    Ben Horowitz, Garrett Langley, Erik Torenberg

    Addressing the global staffing crisis driven by cultural backlash and lowered hiring standards, the discussion outlines a multi-pronged strategy combining debt-forgiveness recruitment, private-sector funding for AI-enabled surveillance, and targeted non-violent diversion programs. These initiatives, prominently tested in Las Vegas, have reportedly achieved over 90% murder clearance rates and a 75% reduction in officer-involved shootings by leveraging real-time data orchestration and community trust. The presentation concludes that prioritizing certain punishment and technological precision is essential to restore economic mobility and counter the rationalization of crime in communities where safety has eroded.

  7. Y Combinator12 min

    How Intelligent Is AI, Really?

    Diana Hu, Greg Kamradt, François Chollet

    The ARC Prize Foundation, guided by François Chollet's definition of intelligence as efficient novelty, is advancing its benchmark through the upcoming interactive Arc AGI v3, which removes all textual instructions to test agent generalization via video game-like environments. Major industry players including OpenAI, xAI, Google, and Anthropic have adopted the benchmark as a standard metric, though the Foundation explicitly warns that high scores alone do not constitute AGI and emphasizes efficiency in data and energy consumption over simple accuracy. The organization maintains a rigorous stance that true artificial general intelligence will only be declared when systems demonstrate human-level adaptability and efficiency, immediately analyzing any system achieving perfect benchmark scores for potential overfitting rather than accepting them as a final milestone.

  8. Sourcery with Molly O'Shea35 min

    Full Anduril R&D Tour: Matt Grimm, Co-Founder & COO

    Matt Grimm, Palmer Luckey, Brian Schimpf, Trae Stephens, Molly O'Shea

    Founded in 2017, Anduril has rapidly scaled to a global workforce of 7,000 employees operating across 35 offices to manufacture autonomous defense systems like the Ghost Shark submarine and Fury aerial vehicle. The company leverages an iterative R&D model and dedicated facilities in Rhode Island and Sydney to transition from rapid prototyping to mass production of AI-enabled battlefield ecosystems. Led by CEO Brian and co-founder Palmer Luckey, Anduril focuses on building a cohesive command network that integrates ground, air, and soldier-borne compute nodes to execute large-scale military contracts.

  9. Sourcery with Molly O'Shea32 min

    Anduril CEO Brian Schimpf on $1B+ Revenue & Still Doubling

    Brian Schimpf, Molly O'Shea

    Anduril, now a $30 billion company employing 7,000 people, is capitalizing on a shifting global security landscape by deploying its Lattice software platform to manufacture autonomous systems at commercial scales for land, air, and sea domains. Through a meritocratic culture that rejects legacy cost-plus contracting, leadership prioritizes fixed-price deals and localized supply chains to accelerate the delivery of affordable, high-volume technologies like the "Ghost Shark" drone in Australia. With US procurement spending lagging behind historic defense needs, the firm is positioning itself as a primary engine for the international transition toward rapid industrial production and software-driven warfare.

  10. Sequoia Capital38 min

    Why the Next AI Revolution Will Happen Off-Screen: Samsara CEO Sanjit Biswas

    Sanjit Biswas, Sonya Huang, Pat Grady

    Samsara leverages its 90-billion-mile fleet dataset to drive a "third shift" in autonomous logistics and physical AI, prioritizing edge-computed safety and behavioral coaching over full automation replacement. With $3 billion reinvested into R&D, the company transforms legacy operations across trucking, construction, and public sector transit by integrating sensor telemetry with cloud-based video language models. This strategy aims to unlock 24/7 productivity while mitigating risk through distributed architectures that balance real-time inference with scalable digital workflow modernization.

  11. Milken Institute6 min

    LeadersLink Kapila Viges

    Kapila Viges

    Kapila Vygis, CEO of the MPN Research Foundation, leveraged the LeadersLink program to secure mentorship and partnerships necessary for establishing a large-scale real-world evidence registry for myeloproliferative neoplasms. This initiative aims to collect electronic medical records to identify disease progression biomarkers and validate "progression-free survival" as a clinical trial endpoint for the 300,000 U.S. patients affected by these rare blood cancers. By adopting a phased roadmap developed with IQVIA and input from diverse stakeholders, the foundation is addressing data quality and cost sustainability to ultimately create curative-focused treatment strategies.

  12. Milken Institute6 min

    LeadersLink Eszter Hars

    Eszter Hars, Esther Harst

    Esther Harst, a molecular biologist and CEO of the Schwarzman-Diamond Syndrome Alliance, is deploying a patient-entered data platform to address the critical lack of "patient voice" insights in treating this rare genetic disorder that causes fatal leukemia in many patients. The initiative has secured IRB approval and is preparing to launch a pilot study to mobilize the community, facilitate clinical trial matchmaking, and catalyze global collaborations through an open architecture. Building on over 20 years of biotech experience, Harst aims to expand the program to the entire SDS community early next year after validating data utility and patient trust during the pilot phase.

  13. 20VC with Harry Stebbings1h 12m

    a16z's David George on the Most Controversial Bet at a16z & Do Margins and Revenue Matter in AI?

    David George, Harry Stebbings

    Andreessen Horowitz highlights its historic $1 billion fund, featuring 7x returns from Databricks and 5x from Coinbase, to demonstrate that large capital pools can still generate exceptional early-stage returns. The firm argues that the private market's tenfold expansion over the last decade signals a structural shift toward higher corporate longevity and better capital efficiency compared to deteriorating public market metrics. In the AI sector, a16z prioritizes founders with deep domain expertise and aggressive execution, betting that productivity gains and task-based pricing models will drive a decade-long transition of spend from human labor to technology.

  14. Sourcery with Molly O'Shea39 min

    Inside Anduril: Exclusive HQ Tour w/ Palmer Luckey, Brian Schimpf, Matt Grimm & Trae Stephens

    Palmer Luckey, Brian Schimpf, Matt Grimm, Trae Stephens, Molly O'Shea

    Anduril is rapidly scaling its autonomous defense capabilities through massive manufacturing expansions in Ohio and globally, driven by a strategic shift toward industrial speed and affordability over traditional technological edge. Key programs like the Fury autonomous fighter and Ghost Shark underwater vehicle demonstrate the company's ability to outpace legacy contractors such as Boeing and Lockheed Martin while addressing critical capability gaps for allies like Australia. By redefining the defense industry as a product-focused enterprise, the firm aims to transform the U.S. production base into a decisive wartime asset capable of mass-producing systems that integrate AI, optical camouflage, and distributed command structures.

  15. The Diary Of A CEO2h 32m

    Top Harvard Professor: The Psychology Of Why People Don't Like You!

    Professor Alison Wood Brooks, Alison Wood Brooks

    Harvard behavioral scientist Dr. Alison Wood Brooks introduces the "T-A-L-K" framework, a four-pillar model prioritizing Topics, Asking, Levity, and Kindness to enhance communication efficacy and mitigate social anxiety through cognitive reframing. She augments this with the Conversation Compass, a strategic tool that maps goals across relational and informational axes while addressing critical modern challenges such as declining male vulnerability, AI-induced disconnection, and the erosion of face-to-face intimacy. Brooks concludes by advocating for the global integration of conversational training in education systems to counteract digital loneliness and restore "irreplaceably human" connection skills.