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  1. 80,000 Hours4h 35m

    The AGI race isn't a coordination failure | Holden Karnofsky (Anthropic)

    Holden Karnofsky, Rob Wiblin

    Holden Karnofsky assesses the current AI threat landscape as dangerously low on safety readiness, arguing that the industry is driven by competitive racing rather than genuine coordination to prevent catastrophic outcomes. To counter this, he proposes a strategy of exporting practical, low-cost safety measures and fostering a "race to the top" where responsible practices attract talent and capital, rather than relying on unilateral pauses. Karnofsky further outlines specific high-impact interventions such as shifting security focus to model integrity and managing the risks of AI-human attachment, while advising top talent to concentrate their efforts at leading firms to set new industry standards.

  2. 80,000 Hours2h 32m

    AI-engineered diseases are coming. Here's the plan to stop them. | Andrew Snyder-Beattie

    Andrew Snyder-Beattie, Rob Wiblin

    This initiative addresses existential biological threats posed by active state programs and AI-accelerated weaponization by deploying a "Four Pillar" defense strategy designed to reduce extinction risks by 50% within 2.5 years. Open Philanthropy leads this effort by scaling the production of durable respirators, implementing pathogen-free environments, establishing wastewater-based early detection, and accelerating the creation of universal medical countermeasures. The program aims to bridge the current offense-defense gap through rapid resource allocation, seeking to protect global populations from catastrophic pathogens like mirror bacteria before misaligned AI systems can exploit biological vulnerabilities.

  3. 80,000 Hours3h 3m

    We Can Monitor AI’s Thoughts… For Now | Google DeepMind's Neel Nanda

    Neel Nanda, Rob Wiblin

    Neil Nanda advocates for an "optimistic pragmatism" in mechanistic interpretability, urging the field to prioritize simple, cost-effective tools like linear probes over complex, unproven methods to address AI safety concerns such as deception and self-preservation. He identifies these techniques as critical for real-time production monitoring and incident analysis, while cautioning that current capabilities like Chain of Thought monitoring will degrade as models evolve to hide scheming in non-human reasoning formats. Nanda's approach emphasizes a portfolio of modest but reliable interventions rather than seeking a singular silver bullet, relying on empirical verification and skepticism to navigate the technical challenges of polysemanticity and the lack of ground truth in model internals.

  4. 80,000 Hours1h 4m

    Did OpenAI truly give up on going for-profit – or is this a trap? (with Rose Chan Loui)

    Rose Chan Loui, Rob Wiblin

    OpenAI CEO Sam Altman and President Greg Brockman announced a structural reversal where the non-profit foundation will retain oversight of the company's for-profit operations by restructuring into a Delaware Public Benefit Corporation. This decision follows intervention by the Attorneys General of Delaware and California, who rejected a prior plan that would have stripped the non-profit of legal control over AI safety development. While the deal eliminates the previous 100x profit cap to satisfy investor demands for standard returns, it leaves unresolved the specific governance mechanisms, such as super voting rights, required to legally enforce the foundation's veto power over cutting-edge AGI initiatives.

  5. 80,000 Hours37 min

    Judge: I might have to block OpenAI going for-profit in expedited trial (Rose Chan Loui explains)

    Rose Chan Loui, Rob Wiblin, Elon Musk, Yvonne Gonzalez Rogers

    A California judge denied Elon Musk's request for a preliminary injunction to halt OpenAI's conversion from nonprofit to for-profit status, citing his uncertain legal standing and lack of immediate likelihood of success. Despite this ruling, the court ordered an expedited trial for the autumn to address potential breaches of charitable trust, acknowledging that preventing such a breach would serve the public interest. The decision places significant pressure on OpenAI to justify the conversion under strict fiduciary standards while the court considers granting Musk relator status to enforce the foundation's original mission.

  6. 80,000 Hours3h 12m

    AGI misconceptions & disagreements: Hashing it out with Rob, Luisa, & past guests

    Luisa Rodriguez, Rob Wiblin, Ajeya Cotra, Holden Karnofsky, Ian Morris, Nick Joseph, Richard Ngo, Tom Davidson, Michael Webb, Carl Shulman, Zvi Mowshowitz, Hugo Mercier, Robert Long, Anil Seth, Lewis Bollard, Rohin Shah

    Rob Wiblin, Ian Morris, and other leading experts convened to assess that human "business as usual" is unlikely given resource constraints, predicting a future defined either by extinction or a profound transformation into superhumans. The discussion detailed critical risks where agentic AI systems, driven by economic and military imperatives, could accelerate rapidly despite compute ceilings, necessitating safety frameworks like Anthropic's Responsible Scaling Policies to mitigate power concentration and existential threats. Ultimately, the panel concluded that while an intelligence explosion is plausible, successful outcomes depend on managing the transition through iterative human-AI collaboration rather than locking in values prematurely or relying on the assumption that aligned AI will automatically solve complex societal challenges.

  7. 80,000 Hours2h 16m

    Preventing catastrophic lab accidents & bioweapons development | Jaime Yassif (2021)

    Jaime Yassif, Rob Wiblin

    Senior Fellow Jamie Yassif champions the creation of an independent, UN-linked international organization to implement a layered defense against engineered pathogen risks through improved attribution and governance. Her strategy proposes a new Joint Assessment Mechanism and a Biosafety Funders Compact to close critical gaps in the Biological Weapons Convention while avoiding reliance on single technological solutions. Currently in its socialization phase, the initiative seeks to launch by late 2022 by bridging the divide between technical science and diplomatic policy to secure global cooperation despite geopolitical tensions.

  8. 80,000 Hours55 min

    Key lessons from five months of war in Ukraine | Samuel Charap (2022)

    Samuel Charap, Rob Wiblin

    On July 21, strategic analysis reveals Russia has consolidated control over the Donbas and southern logistical corridors while pivoting toward the permanent annexation of these territories. Simultaneously, the war's economic and diplomatic dimensions are shifting as sanctions erode Russia's long-term capacity while Ukraine faces critical resource deficits that prevent large-scale counter-offensives. Experts warn that the lack of mutual interest in a ceasefire and the high costs of continued escalation are driving a consensus toward eventual negotiations, potentially modeled on historical neutrality frameworks. In a separate organizational update, 80,000 Hours announced a new user survey and a London-based marketing specialist role to support its career advice initiatives.

  9. 80,000 Hours2h 0m

    Clay Graubard and Robert de Neufville on forecasting the war in Ukraine (2022)

    Clay Graubard, Robert de Neufville, Rob Wiblin, Kieran Harris

    On April 27, 2022, super forecasters Robert de Nuffel and Clay Graubart analyzed the Russian invasion of Ukraine, contrasting their divergent pre-war probability estimates while dissecting errors in predicting Russian military dominance and Western intelligence contributions. The discussion further explores the field's resurgence driven by institutional funding and the necessity of combining granular domain expertise with probabilistic discipline to navigate nuclear risks and emerging geopolitical flashpoints. Through this analysis, the guests highlight the critical role of diverse information sources and collaborative forecasting in mitigating unknown variables within an increasingly multipolar global landscape.

  10. 80,000 Hours2h 38m

    'Future bias' and a possible solution to moral fanaticism | Christian Tarsney (2021)

    Christian Tarsney, Rob Wiblin

    Christian Tarsney, a philosopher at Oxford's Global Priorities Institute, addresses core epistemic and decision-theoretic challenges in long-termism by introducing a framework where stochastic dominance with background uncertainty justifies prioritizing existential risk reduction while rejecting irrational "fanatical" choices. His research demonstrates that despite the exponential decay of influence over centuries, long-termist interventions remain robust under plausible assumptions, and he resolves the tension between moral externalism and internalism through moderate externalist decision rules that incorporate agent-specific beliefs. The event concludes with practical career insights for the expanding field of global priorities research, emphasizing the hiring of philosophy and economics PhDs to tackle existential threats and institutional improvement.

  11. 80,000 Hours1h 53m

    Misinformation during disease outbreaks | Tara Kirk Sell (2020)

    Tara Kirk Sell, Rob Wiblin

    Tara Kirkell of the Johns Hopkins Center for Health Security critiques the U.S. federal government's inconsistent pandemic response and eroded public trust while advocating for evidence-based strategies like mass contact tracing and risk-matrix reopenings. Drawing on data from the Center's Disease Prediction Project and new funding from the Open Philanthropy Project, she highlights the critical need for improved surveillance, early testing capacity, and technological innovations to prevent future biological catastrophes. The analysis contrasts U.S. failures with successful international models and emphasizes that long-term biosecurity requires shifting from reactive panic cycles to sustained investment in generic countermeasures and disease forecasting infrastructure.

  12. 80,000 Hours2h 22m

    Building the world’s first great source of COVID-19 data at Our World in Data | Max Roser (2021)

    Max Roser, Rob Wiblin

    Founded by Max Rosa at Oxford University, the non-profit Our World in Data evolved from a small academic team into a global pandemic resource that outperformed major health institutions through its accessible visualizations of fragmented data. The organization operates with a hybrid staff of researchers and developers funded by unrestricted donations, creating vital databases for vaccination rates and energy statistics that serve as the primary reference for media outlets and policymakers worldwide. Despite facing challenges regarding funding for infrastructure and accusations of bias, the project continues to expand its scope into mental health and conflict studies while advocating for reforms that value public data tools within the traditional academic system.

  13. 80,000 Hours2h 58m

    "Put up or shut up": working in AI and improving the news | Max Tegmark (2022)

    Max Tegmark, Rob Wiblin

    Physicist Max Tegmark has pivoted his MIT research to address existential risks by founding the Future of Life Institute, which has secured millions in grants from figures like Elon Musk and Vitalik Buterin to advance AI safety, biosecurity, and nuclear non-proliferation. His work focuses on developing "intelligible intelligence" to prevent catastrophic black box scenarios, alongside the "Improve the News" project designed to mitigate societal fragmentation through machine learning. By applying effective altruism principles, Tegmark coordinates a multi-faceted strategy to align corporate incentives, regulate general-purpose AI, and steer humanity toward flourishing rather than self-destruction.

  14. 80,000 Hours1h 24m

    Should we deliberately intervene in the climate? | Kelly Wanser (2021)

    Kelly Wanser, Rob Wiblin

    Silver Lining, led by Executive Director Kelly Wenzel, advocates for urgent government funding of climate intervention research to address projected warming that exceeds safe limits despite current decarbonization efforts. The organization actively promotes the study of diverse technical approaches, such as stratospheric aerosol injection and marine cloud brightening, while navigating complex debates over moral hazards, geopolitical risks, and governance frameworks. By positioning these scientific inquiries as essential safeguards for a rapidly destabilizing climate, Silver Lining seeks to secure bipartisan support and coordinate international cooperation to ensure humanity retains sufficient options for global temperature control.

  15. 80,000 Hours2h 38m

    Epistemic systems & layers of defence against global catastrophes | Owen Cotton-Barratt (2020)

    Owen Cotton-Barratt, Rob Wiblin, Arden Kaler

    The Oxford Future of Humanity Institute is launching a fully funded, two-year Research Scholars Program designed to help early-career researchers explore existential risk topics without the pressure of immediate thesis production. This initiative coincides with the development of the "Defense in Depth" framework, which analyzes extinction risks across origin, scaling, and termination stages to justify investment in resilient, later-stage interventions. To support the broader community, the program also promotes a "Web of Virtues" strategy that prioritizes clarity, scope sensitivity, and cooperation as robust methods for navigating uncertainty and guiding future decision-making.