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  1. 80,000 Hours1h 55m

    How emerging technologies could affect national security | Helen Toner

    Helen Toner, Rob Wiblin

    Helen Toner, Director of Strategy at the Center for Security and Emerging Technology, testified that AI functions as a pervasive general-purpose technology, rendering export controls and containment policies ineffective against China's capabilities. She advises US policymakers to abandon zero-sum containment strategies in favor of leveraging democratic values to attract global talent, specifically through reforms to immigration systems and the establishment of standardized safety testbeds. By reframing the technological competition as a gradual infrastructure shift akin to electrification rather than an arms race, CSET aims to guide national security strategy toward open-source collaboration and fair trade rules.

  2. 80,000 Hours3h 7m

    The perils of maximising the good that you do | Toby Ord

    Toby Ord, Rob

    Toby Ord analyzes the FTX collapse as a critical failure of character where flawed integrity multiplied negative impact, prompting a revised emphasis on "earnestness" and avoiding pure outcome maximization within the effective altruism community. He further details urgent shifts in global consensus regarding AI existential risks, advocating for international cooperation and hyperreal mathematical frameworks to address infinite ethics and long-termism. Ord concludes by highlighting his "Earth Restored" project as a concrete demonstration of preserving high-quality historical data while urging the movement to prioritize robust governance over rapid, unregulated expansion.

  3. 80,000 Hours3h 31m

    Will AI cause job loss, lower incomes and higher inequality — or the opposite? | Michael Webb

    Michael Webb, Luisa Rodriguez

    Michael Webb outlines how generative AI uniquely targets upper-middle-skilled occupations while low-skill workers see relative productivity gains, driven by faster adoption curves compared to historical technologies like electricity. Although the technology threatens specific white-collar roles through task automation, Webb argues that natural wastage and the rise of human-intensive service sectors will mitigate mass unemployment, with long-term wage stability hinging on regulatory barriers and capital distribution. To address the resulting global shortage of AI safety experts, Webb is launching the stealth organization Quantum Leap Education to bypass academic bottlenecks and rapidly train researchers in critical emerging technologies.

  4. 80,000 Hours2h 51m

    Having a successful career with depression, anxiety and imposter syndrome | 80,000 Hours

    Keiran Harris, Rob Wiblin, Howie Lempel

    Strategy Advisor Howie Lempel of 80,000 Hours shares a candid interview detailing his decades-long struggle with severe depression, anxiety, imposter syndrome, and ADHD. The conversation critiques the overreliance on "grit" and lifestyle fixes, arguing instead for prioritizing professional medication and therapy while outlining specific coping strategies like emergency communication plans and financial runways. Following a period of unemployment and recovery supported by the effective altruism community, Lempel was promoted to Chief of Staff and now advocates for systemic changes to make mental health care more accessible and destigmatized.

  5. 80,000 Hours2h 19m

    The most important century for humanity | Holden Karnofsky

    Holden Karnofsky, Rob Wiblin

    Open Philanthropy is restructuring its leadership by promoting Alexander Berger to Co-CEO to separate global health operations from Holden Karnofsky's exclusive focus on long-termism. Karnofsky advocates for the "Most Important Century" thesis, arguing that accelerating AI and digital civilization within this century will create sentient digital people, thereby necessitating rigorous AI alignment research and a global "long reflection" to establish moral norms before deployment. This strategic shift addresses the bottleneck of worldview adoption among potential grantees while prioritizing the prevention of misaligned outcomes over geopolitical speed.

  6. 80,000 Hours3h 9m

    What the hell is going on inside neural networks? | Chris Olah

    Chris Olah, Rob Woodland

    Chris Olah leads Anthropic, a research organization founded to empirically investigate the internal mechanisms of large language models to ensure their safety and reliability. By reverse-engineering neural circuits and identifying abstract features such as multimodal neurons representing protected attributes, the team aims to detect dangerous failure modes and unknown unknowns that traditional testing misses. This approach relies on scaling laws and standardized tools like Microscope to build reproducible interpretability methods for increasingly powerful AI systems.

  7. 80,000 Hours3h 4m

    Cults that want to kill everyone and stealth vs wildfire pandemics | Kevin Esvelt

    Kevin Esvelt, Luisa Rodriguez

    The event analyzes the escalating threat of deliberate pandemics driven by democratized synthetic biology, where AI and falling costs enable non-experts to engineer pathogens capable of causing civilizational collapse. It contrasts two catastrophic scenarios—a rapid "wildfire" pandemic and a delayed "stealth" outbreak—while advocating for a "defense first" strategy that prioritizes physical barriers like P4E respirators and far-UVC lighting over offensive biological research. Ultimately, the discussion concludes that humanity can mitigate these existential risks through gene drive technologies, wastewater metagenomic surveillance, and strict ethical frameworks that balance open science with information hazard management.

  8. 80,000 Hours2h 49m

    War in space, grabby aliens, and the lifespan of civilisations | Anders Sandberg

    Anders Sandberg, Rob Wiblin

    During a 2016 leadership retreat, the author launched the *Grand Futures* project to synthesize scattered research into a 1,400-page analysis of the physical and engineering limits of the universe. The work identifies critical "ticking clocks" for civilization, such as deuterium consumption and galactic separation, while arguing that a vision of a "grand" future is essential for mitigating existential risks. By evaluating constraints on energy extraction, the viability of biological versus machine life, and the ethics of expansion, the book proposes that redundancy and the preservation of diverse possibilities are the most robust strategies for long-term survival.

  9. 80,000 Hours2h 56m

    OpenAI’s huge push to make superintelligence safe | Jan Leike

    Jan Leike

    Co-led by Jan Leike and Ilya Sutskever, OpenAI has launched the Super Alignment Project to resolve AI safety challenges within four years by dedicating 20% of its compute resources to developing scalable oversight and automated interpretability methods. The initiative explicitly targets the limitations of current human-feedback techniques by creating systems capable of evaluating superhuman intelligence, with a strategic roadmap prioritizing the alignment of human-level researchers before AGI arrives. While seeking to hire over ten new specialists to build these solutions, the project remains committed to publishing empirical evidence for external scrutiny and advocating for industry-wide safety standards if technical alignment lags behind capability growth.

  10. 80,000 Hours2h 36m

    Kelsey Piper on the room for important advocacy within journalism

    Kelsey Piper, Rob Wiblin, Kieran Harris, Michelle Hutchinson

    Journalist Kelsey Piper discusses Future Perfect, a Rockefeller Foundation-funded vertical at Vox that produces deep, non-polarizing reporting on effective altruism and existential risks while operating independently of traditional page-view incentives. The team employs a high-volume editorial strategy featuring daily story pitches and fact-checking to cover complex topics like AI safety and factory farming, aiming to reach broad audiences without relying on clickbait. Piper further outlines the structural challenges of modern journalism, the necessity of grant-funded models for public-interest work, and the specific skills required for writers to navigate a shrinking, highly competitive media landscape.

  11. 80,000 Hours2h 45m

    Glen Weyl on radical institutional reforms that make capitalism and democracy work better

    Glen Weyl, Keiran Harris, Ben Cordell, Katy Moore, Rob Woodland

    Former Princeton economist Dr. Glenn Weill outlines his "Radical Exchange" movement, which seeks to replace neoliberal frameworks with decentralized institutions utilizing mechanisms like quadratic voting and Common Ownership Self-Assessed Taxes. Weill critiques existing economic models and the elitism of the effective altruism community while proposing that blockchain technology serve primarily as a forum for debating social legitimacy rather than a superior technical data structure. Participants are invited to the upcoming Detroit conference to collaborate on local chapters and global experiments, such as piloting participatory voting systems with the Taiwanese government.

  12. 80,000 Hours3h 28m

    Athena Aktipis on cancer, cooperation, and the apocalypse

    Athena Aktipis, Rob, Keiran Harris, Milo McGuire, Ryan Kessler, Katy Moore

    A scientific discourse redefines cancer as an evolutionary breakdown of multicellular cooperation, detailing how internal cellular conflicts and trade-offs in species like elephants influence tumor progression and treatment. The presentation extends these biological principles to human society, drawing analogies between cellular cheating and social challenges while proposing adaptive strategies like "apocalypse casual" preparation to manage existential threats such as AI-driven disinformation and climate change. Leading this interdisciplinary initiative, Athena Actipas applies these evolutionary concepts to promote community resilience through the "Zombified" framework, emphasizing cooperation over total eradication in both medical and societal contexts.

  13. 80,000 Hours2h 32m

    Martin Gurri on the revolt of the public & crisis of authority in the information age

    Martin Gurri, Rob Wiblin, Kieran Harris, Michelle Hutchinson

    The lecture argues that a global information tsunami since 2002 has eroded elite authority and trust, fueling leaderless, nihilistic public revolts driven by a desire to negate the status quo rather than propose alternatives. While this fragmentation makes totalitarianism unlikely in established democracies, it creates high risks for political chaos and instability by prioritizing the demand for authentic over competent governance. To address this structural shift, the speaker advocates for elites to adopt humility and flatten hierarchical structures, warning that failure to rebuild constructive dialogue will sustain a volatile political era.

  14. 80,000 Hours2h 51m

    #100 – Having a successful career with depression, anxiety and imposter syndrome

    Keiran Harris, Rob Wiblin, Howie Lempel

    80,000 Hours Strategy Advisor Howie Lempel recounts his clinical history of depression, anxiety, and ADHD to challenge the notion that mental health struggles require overcoming solely through willpower. The discussion details a severe professional crisis triggered by a passport error, which led to two weeks of isolation and a year-and-a-half of unemployment before he recovered with community support and appropriate medication. Lempel offers concrete strategies for early treatment intervention, such as prioritizing medication trials and establishing crisis communication plans, while emphasizing that sustainable high-impact work requires accommodating one's mental health needs rather than hiding them.

  15. 80,000 Hours1h 36m

    A year's worth of education for under $1 and other "best buys" in development | Rachel Glennerster

    Rachel Glennerster, Dr Eva Vivalt, Keiran Harris, Rob Wiblin, Nathan Labenz

    Rachel Glenister, Chief Economist at the UK's Department for International Development, outlines the evolution of development aid toward evidence-based policy while evaluating a family planning radio campaign in Burkina Faso. She argues that macroeconomic transformation yields superior poverty reduction compared to micro-interventions and critiques the overemphasis on unscalable social entrepreneurship and charter cities. Addressing methodological debates, Glenister contends that most variation in randomized control trial results stems from implementation quality rather than a lack of generalizable behavioral principles, urging a shift toward massive, scalable solutions that leverage cross-cutting economic insights.