Latest Interviews

Production Engineering When Trading Billions of Dollars a Day

Mark Doss

Mark, a production engineer at Jane Street, outlines a high-stakes trading environment where even a 0.01% error rate can trigger insolvency, necessitating a monitoring strategy that rejects standard service level objectives in favor of code-level, event-based alerts. The firm employs a defense-in-depth approach using redundant, symptom-focused detection systems to catch catastrophic failures like fat-finger trades or stale market data before they cascade. By integrating deep domain knowledge into incident response and treating monitoring infrastructure as more critical than the trading systems themselves, Jane Street ensures that traders and engineers collaborate to resolve unique operational risks with extreme precision.

What America and Iran want from negotiations | The Economist

Amidst a severe trust deficit, US demands for Iran to surrender approximately 400 kilograms of highly enriched uranium clash with Tehran's strategic pivot toward leveraging the Strait of Hormuz as a maritime toll mechanism. While pragmatic Iranian officials seek sanctions relief for their damaged petrochemical infrastructure, they remain resistant to ceding missile and drone capabilities that serve as critical regional deterrents. Consequently, the conflict has evolved beyond a narrow nuclear dispute into a broader contest over US-recognized leverage and the potential for a permanent toll system that could alienate American Gulf allies.

Reimagining Biopharma: Precision Medicine, Patients, and Purpose with Takeda CEO-Elect

Julie Kim, Yassaman Salas

Takeda's Board unanimously appointed Julie Kim as the incoming President and CEO, effective June 2026, to steer the $30 billion pharmaceutical giant through a strategic overhaul centered on AI-driven discovery and organic growth. During her incoming tenure, Kim plans to leverage the company's Japanese headquarters for geopolitical flexibility while navigating complex regulatory hurdles regarding Chinese clinical data and U.S. pricing structures. Her leadership strategy emphasizes "market innovation" to improve patient access and utilizes a "giving people an A" philosophy to accelerate talent development within the organization.

Leading the Democratic Party into the Future | Global Conference 2025

Josh Barro, Jon Cowan, Jason Furman, Sarah Longwell, Chuck Rocha, Neera Tanden

Post-2024 election strategists including Neera Tanden, Jason Furman, and Sarah Longwell analyze the Democratic Party's defeat by highlighting a disconnect between popular policy platforms and voter perceptions of economic insecurity and cultural identity. The panel identifies critical failures in messaging regarding inflation and immigration, noting that the party's heavy spending on abortion rights and reliance on a "consultant class" alienated the white working-class coalition essential for winning swing states. To secure future victories, experts recommend a strategic pivot toward authentic working-class narratives, an "all-of-the-above" energy approach, and a departure from activist-driven constraints to re-engage moderate voters on issues of cost of living and national security.

The best global health ideas we’ve heard on the show (from 17 experts)

Luisa, Karen Levy, Dean Spears, Sarah Eustis-Guthrie, Rachel Glennerster, Hannah Ritchie, Lucia Coulter, James Tibenderana, Varsha Venugopal, Alexander Berger, James Snowden, Paul Niehaus, Mushtaq Khan, Elie Hassenfeld, Leah Utyasheva, Shruti Rajagopalan, Claire Walsh, Louisa

Experts analyze global health interventions to reveal critical failures, such as the ineffective PlayPump technology and the underestimated risks of lead poisoning, alongside successful strategies like Sri Lanka's pesticide bans and community-driven vaccination campaigns. The discussion highlights the necessity of rigorous proof-of-concept testing, market-shaping mechanisms like Advanced Market Commitments, and the adaptation of solutions to local social determinants to prevent widespread harm. Furthermore, the event examines ethical tensions in philanthropic metrics, urging donors to prioritize evidence-based policies and long-term government engagement over superficial sustainability narratives.

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.

A Rare Look Inside Applied Intuition’s Physical AI Garage

Qasar Younis, Peter Ludwig, Molly O'Shea

Applied Intelligence deploys a unified end-to-end AI platform across six industrial sectors, serving 18 of the top 20 global automakers and the U.S. military with solutions for autonomous mining, trucking, and maritime operations. Led by CEO Peter Ruch, the company modernizes legacy infrastructure by consolidating disparate electronics into single compute units, leveraging dual-use hardware to address acute labor shortages and safety crises in defense and heavy industry. Operating from 18 global sites while excluding China due to IP concerns, Applied Intelligence is currently commercializing Gen 2 autonomous trucks in Japan and expanding its "Physical AI" footprint into the Middle East and Latin America.

Credit Outlook | Global Conference 2025

Michael Milken, Lee Kruter, Drew McKnight, Purnima Puri, James Reynolds, Christian Stracke

Driven by the 2023 banking retrenchment and rising institutional demand for yield, major asset managers including PIMCO, Fortress, and Goldman Sachs are shifting capital from traditional lending to non-investment-grade private credit and alternative financing structures. Panelists identify significant growth opportunities in undervalued asset-based credit, data center infrastructure, and expanding markets in Europe, Latin America, and the Middle East, while emphasizing defensive strategies focused on recovery rates rather than default probabilities. Despite regulatory uncertainties and untested default cycles, experts project the sector will scale significantly to fill the void left by contracting bank balance sheets.

Time to Heal: Bring the Hostages Home Now, A Conversation with Noa Argamani | Global Conference 2025

Noa Argamani, Richard Sandler

At the Milken Institute Global Conference, rescued hostage Noam Gamani detailed the lethal conditions and ongoing execution of captives held in Gaza, specifically highlighting the unresolved status of her partner Avi Natan. Gamani, recognized as a 2025 *Time* 100 inductee, urged global leaders to maintain relentless public pressure through visible advocacy to secure a comprehensive negotiation deal for the 59 remaining hostages. She emphasized that the crisis remains an active war zone where daily casualties occur unless immediate diplomatic action addresses the imminent threat of death for those still imprisoned.

A Conversation with Fernando Haddad, Minister of Finance of Brazil | Global Conference 2025

Fernando Haddad, Laura Deal Lacey

President Lula's administration projects a sustainable 3% annual economic growth trajectory through structural tax reforms, a new carbon market, and a Vice Presidential-led reindustrialization plan targeting hundreds of billions in private investment. This domestic strategy is reinforced by a dedicated National Data Center Policy promoting green digital infrastructure and solidified international partnerships under the G20 and BRICS frameworks to drive climate governance and the upcoming COP30 summit. With advanced infrastructure concessions and commitments such as a $34 billion corporate investment package, Brazil positions itself as a secure hub for sustainable capital seeking alignment with its 90% clean energy matrix.

AI Exchanges: Power Problems?

Brian Singer, Alison Nathan, George Lee

Goldman Sachs projects a 220% surge in global data center power demand by 2030 as hyperscalers commit over $300 billion to infrastructure, a trajectory comparable to adding the world's sixth-largest power consumer to the grid. This aggressive expansion faces severe bottlenecks in skilled labor and transmission supply, forcing a near-term reliance on natural gas simple-cycle generators while industry leaders navigate regulatory hurdles and "agentic" AI traffic growth. Despite the high capital intensity and a potential $40 per megawatt-hour premium for green energy, major technology firms maintain robust balance sheets to fund these transition costs while seeking to decouple their power expenses from consumer utility rates.

How to Reorg After AI Changes Everything | Block's Owen Jennings on the a16z Show

Owen Jennings, David Haber

Block reduced its workforce by over 40% with a specific focus on engineering and product roles to transition from a hierarchical model to an agentic, squad-based structure. This strategic pivot leverages proprietary tools like the "Goose" harness and autonomous "Builder Bot" to achieve productivity gains of up to 100x while maintaining P0 reliability and an intact compliance team. The company aims to redefine its competitive moat through deep domain data expertise and generative UI, anticipating a market expansion that offsets the reduction in traditional development headcount.

Leading Through Volatility: Strategies for Agility and Resilience | Global Investors' Symposium 2026

Laura Deal Lacey, Rania Al-Mashat, Kenneth Gaw, Michael Smith, Kenny Ga

Panelists at a high-level economic forum analyze how a cascade of geopolitical shocks in early 2026, including US military interventions and strained alliances, has fundamentally altered the global investment landscape. Experts like Kenny Ga and Michael Smith detail a strategic pivot toward diversified "China plus one" industrial real estate, distressed corporate assets in Hong Kong, and infrastructure critical for AI resilience. The discussion concludes that future economic success relies on balancing rapid agility with strategic patience while navigating a multipolar technology environment where energy security and human capital define competitive advantage.

Iran Conflict: How Long, and How Bad?

Sanam Vakil, Dennis Ross, Kevin Donegan, Alison Nathan

Entering its fourth week, the Iran conflict has evolved into a regime-survival struggle where Tehran seeks to spread costs widely while the U.S. military targets Iran's missile capabilities and nuclear program. Strategic deadlock persists over the Strait of Hormuz, as limited convoy operations can only restore roughly 20% of normal oil flows despite rehearsed allied defenses. Panelists conclude that resolving this locked-in scenario requires a mediated outcome, though recent political assassinations and the need to rebuild Iran's collapsed economy complicate any immediate return to pre-conflict stability.

AI Ahead and the Future of Innovation | Global Investors' Symposium 2026

Annabelle Droulers, Winston Cheng, Ben Dawson, Sung Kim, Yifan "David" Li, Rui Li

Lenovo CFO Winston Wu and other industry leaders addressed the "perfect storm" of geopolitical tensions and supply chain disruptions, while highlighting a strategic shift toward sovereign AI and localized data infrastructure. Speakers from Upstage, Hasai, and VITA Technologies detailed a transition from digital models to "Physical AI," driven by advancements in low-cost LiDAR, tactile sensing, and the imminent emergence of general-purpose robots. The consensus forecasts a 2024–2025 market pivot where hyperscalers accelerate hardware procurement for edge computing, enabling autonomous agents to navigate global complexities through hybrid compliance strategies and self-improving capabilities.