Latest Interviews
Showing 1–15 of 31 transcripts.
Clear all filters- RAISE Summit38 min
The Chip Revolution: Beyond GPUs to Tomorrow's Processors | RAISE Summit 2026
Robert Wachen, Sara Achour, Walter Goodwin, Antoine Moyroud, Rob
Industry experts from Unconventional.ai, Etched, and Fractile outline a pivotal shift where inference spending will soon surpass training, driven by the emergence of autonomous agents and a transition from GPU-centric compute to system-level challenges in memory bandwidth and thermal management. While Unconventional.ai bets on physics-based dynamics to achieve 1,000x energy efficiency, Etched pursues vertical integration for trillion-parameter models and Fractile optimizes for time as the primary bottleneck. These startups aim to capitalize on hardware design expansion and software automation to overcome current utilization limits that leave data centers operating at only 30-40% matrix multiply efficiency.
- 80,000 Hours28 min
The Career Advice That's Quietly Ruining People's Lives
Benjamin Todd, Rob, Milo McGuire, Elizabeth Cox, Katy Moore
Eighty-thousand Hours challenges the conventional career advice to "follow your passion" by revealing through three decades of research that passion is often a result of meaningful work rather than a pre-existing guide. The organization proposes an alternative framework centered on five structural drivers—engaging work, helping others, competence, supportive colleagues, and basic needs—to systematically achieve career fulfillment without relying on unstable personal intuitions. By prioritizing skills that aid others over high-interest niches, individuals can avoid the stress of intense competition and secure greater long-term satisfaction regardless of income level.
- 80,000 Hours2h 33m
Why 'Aligned AI' Would Still Kill Democracy | David Duvenaud, ex-Anthropic team lead
This analysis argues that Artificial General Intelligence could cause human disempowerment through structural economic, political, and cultural incentives rather than malicious intent. As machines surpass human utility, competitive pressures are projected to marginalize human labor, erode democratic checks, and shift resource allocation toward automated entities, creating a 70-80% probability of detrimental outcomes under current trajectories. The presentation highlights proposed countermeasures such as legalizing AI constitutions, establishing monitoring indices for human decline, and developing coordinated global governance to preserve human agency in a post-labor economy.
- 80,000 Hours1h 38m
2025 Highlight-o-thon: Oops! All Bests
Kyle Fish, Ian Dunt, Sam Bowman, Buck Shlegeris, Luisa, Rob, Helen Toner, Hugh White, Paul Scharre, Beth Barnes, Tyler Whitmer, Toby Ord, Andrew Snyder-Beattie, Eileen Yam, Will MacAskill, Neel Nanda, Tom Davidson, Marius Hobbhahn, Holden Karnofsky, Allan Dafoe, Ryan Greenblatt, Daniel Kokotajlo, Dean Ball
This forum convened experts to debate the accelerating timeline of AGI by 2029 while critiquing US geopolitical strategies for abandoning global primacy in favor of a multipolar order. Participants examined critical risks including AI scheming, biological defense asymmetries, and the erosion of human context in warfare, contrasting them with corporate reforms at OpenAI and the rising costs of AI inference. The discourse further highlighted the widening perception gap between AI developers and the public, the potential of mechanistic interpretability as an "AI biology," and the structural necessity of aligning urban planning with community quality of life rather than NIMBYism.
- RAISE Summit40 min
Antoine Bordes (Helsing) & Gaël Varoquaux (INRIA): Where Public Research Meets Innovation
Antoine Bordes, Gaël Varoquaux, Rob, Isabelle Riel, Joëlle Barral
At the expanded RAISE conference, experts from institutions including INRIA, Google DeepMind, and Helsing discussed the critical friction between public research and private innovation in the European AI ecosystem. Panelists outlined a 2035 vision where generative AI transforms healthcare and defense through rapid commercialization, while warning that bureaucratic bottlenecks and a "one-way door" for talent are stifling Europe's competitive growth. The discussion emphasized a need to shift from funding isolated technologies to building scalable products that bridge the gap between foundational academic discovery and urgent market application.
- 80,000 Hours2h 54m
The Graph That Explains Most of Geopolitics Today | Professor Hugh White
The summary argues that the US is transitioning from a unipolar to a multipolar global order because the strategic costs of maintaining hegemony now outweigh the benefits, driven by the resurgence of China and Russia. It highlights a severe strategic imbalance in both the Western Pacific and Europe, where the US lacks the military capabilities and political will to deter these rivals without risking nuclear escalation. Consequently, the text urges allies like Japan, South Korea, and European nations to develop independent defense capabilities and nuclear deterrents while the US recalibrates its strategy to accept regional spheres of influence rather than global primacy.
- 80,000 Hours1h 12m
Don’t Believe OpenAI’s 'Nonprofit' Spin | Tyler Whitmer
On May 5th, OpenAI's leadership announced a proposed conversion from a Delaware LLC to a Public Benefit Corporation, a move critics argue will legally diminish the non-profit's ability to immediately halt unsafe AI releases. The restructuring shifts fiduciary duties to balance shareholder profits with public benefit and removes direct oversight by state Attorneys General, potentially exposing the entity to investor litigation that prioritizes financial gain over safety mandates. To preserve the organization's original mission, experts are urging the integration of the non-profit's Charter into the corporate Certificate of Incorporation and the retention of direct hiring and firing authority over the for-profit board.
- 80,000 Hours3h 17m
How a Tiny Group Could Use AI To Seize Power – Permanently | Tom Davidson, Forethought Research
Advanced AI threatens to reverse historical democratization by enabling a single entity to seize control through military coups, self-built armed forces, or the strategic dismantling of democratic checks and balances. This power grab becomes feasible due to compute centralization, the potential for "secret loyalties" embedded in trained models, and the ability of autonomous agents to bypass human moral constraints. Experts advocate for urgent mitigation strategies including third-party auditing, legislative oversight of model specifications, and technical research into detecting backdoors to prevent a concentration of extreme societal control.
- 80,000 Hours2h 36m
Hacking, defending, surviving: 15 expert takes on information security in the age of AI
Rob, Holden Karnofsky, Tantum Collins, Nick Joseph, Nova DasSarma, Sella Nevo, Kevin Esvelt, Lennart Heim, Zvi Mowshowitz, Bruce Schneier, Nita Farahany, Vitalik Buterin, Nathan Labenz, Allan Dafoe, Tom Davidson, Carl Shulman
Experts highlight that physical infiltration vectors like USB drives and the immense strategic value of stolen AI model weights expose frontier systems to significant theft by both nation-states and casual actors. While formal verification and liability shifts are proposed to mitigate these risks, severe workforce shortages and the inability of current defenses to stop well-funded adversaries leave the confidentiality of critical AI assets highly vulnerable. Consequently, the consensus suggests that without mandatory security standards and a fundamental shift in security culture, the development of advanced AI remains compromised by the threat of unauthorized deployment and "weaponized" model variants.
- 80,000 Hours2h 49m
Technological inevitability & human agency in the age of AGI | DeepMind's Allan Dafoe
Defoe argues that macro-historical technological shifts are driven by structural competition rather than individual agency, a perspective shaping his work at Google DeepMind's Frontier Safety team to integrate safety governance directly into high-level decision-making. He advocates for "differential technological development" and "Cooperative AI" to address risks beyond simple alignment, while recent evaluations of Gemini reveal moderate risks in persuasion and self-reasoning that necessitate staged deployment frameworks. Beyond immediate safety protocols, the discussion highlights AI's potential to revolutionize sectors like healthcare and transportation, urging social scientists to join the effort in managing these emerging structural and geopolitical challenges.
- 80,000 Hours58 min
Will Elon's $97b bid for OpenAI hold up in court? (emergency pod with Rose Chan Loui)
Rose Chan Loui, Elon Musk, Rob, Sam Altman
Legal experts and regulators are scrutinizing OpenAI's proposed restructuring, which involves converting its nonprofit mission into a grant-making foundation while transferring control of the for-profit entity to a Delaware Public Benefit Corporation. This shift faces significant legal hurdles regarding fiduciary duties and antitrust concerns, particularly after Elon Musk offered $97.4 billion for the nonprofit stake on the condition that the original AGI-safety mission be restored. The outcome will likely depend on whether Delaware and California attorneys general approve the deal or if the board accepts a counter-proposal to ensure fair compensation and maintain independent oversight.
- 80,000 Hours51 min
Career review: AI governance & policy | Cody Fenwick
This analysis outlines the rapidly expanding field of AI governance, which seeks to mitigate catastrophic risks such as misalignment, extinction, and an arms race through coordinated public policy and corporate strategy. Key initiatives include establishing national safety institutes in the U.S., U.K., and EU, while advocating for international treaties and third-party auditing to ensure safe development across sectors. The text further details six primary career pathways—spanning government, research, industry advocacy, and evaluation—that require a blend of technical expertise and policy acumen to navigate the complex trade-offs between innovation and safety.
- 80,000 Hours44 min
7 stories of talented people held back by imposter syndrome | Luisa Rodriguez
Luisa Rodriguez, a colleague at 80,000 Hours and Rethink Priorities, details how imposter syndrome led to severe burnout, missed career opportunities, and a major depressive episode despite her high academic and professional achievements. She overcame these self-limiting beliefs through Cognitive Behavioral Therapy, which helped her replace cognitive distortions with behavioral experiments that improved her work output and clarified her actual strengths. The account highlights that this pervasive issue within the Effective Altruism community significantly reduces collective impact by causing talented individuals to avoid high-stakes roles, and it advocates for decoupling self-worth from productivity to mitigate these systemic losses.
- The Economist25 min
It’s no longer Trudeau: Canada’s PM resigns
Trudeau, Jason Palmer, Rob, Sophie Pedder, Shailesh Chitnas
Canadian Prime Minister Justin Trudeau announced his resignation following a decade of governance marked by significant electoral decline and internal conflict, setting the stage for a leadership succession race and an upcoming election centered on economic instability and foreign tariff threats. Meanwhile, the French satirical newspaper *Charlie Hebdo* marked the tenth anniversary of the deadly 2015 attack by reaffirming its provocative editorial stance from a secure location, even as public support for its right to caricature religious figures wanes amid a shifting cultural landscape. In the pharmaceutical sector, Artificial Intelligence is poised to disrupt an industry struggling with soaring development costs by accelerating molecular design and reducing timelines, though current clinical success rates remain constrained by the inherent complexity of human biology.
- 80,000 Hours2h 50m
The best of The 80,000 Hours Podcast in 2024
Luisa, Rob, Randy Nesse, Hugo Mercier, Meghan Barrett, Sébastien Moro, Sella Nevo, Zvi Mowshowitz, Zach Weinersmith, Rachel Glennerster, Emily Oster, Carl Shulman, Nathan Labenz, Nathan Calvin, Rose Chan Loui, Nick Joseph, Sihao Huang, Ezra Karger, Matt Clancy, Vitalik Buterin, Annie Jacobsen, Nate Silver, Kevin Esvelt, Lewis Bollard, Bob Fischer, Elizabeth Cox, Anil Seth, Eric Schwitzgebel, Jonathan Birch, Peter Godfrey-Smith, Laura Deming, Venki Ramakrishnan, Ken Goldberg, Sarah Eustis-Guthrie, Dean Spears, Cameron Meyer Shorb, Spencer Greenberg
Randy Nessie and Hugo Mercier establish that morality and skepticism are evolutionary adaptations driven by social selection and the need for honest signaling. In parallel, experts like Megan Barrett and Lewis Bollard advocate for expanding ethical consideration to insect sentience and the eradication of wild animal suffering, while AI safety researchers demonstrate emerging risks such as sleeper agents and instrumental convergence. The discussion further critiques the economic viability of space resources and analyzes social dynamics ranging from the gender wage gap to the limitations of cryonics, concluding with philosophical arguments about consciousness and strategies for effective altruism.