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  1. 80,000 Hours59 min

    How to get Washington and Silicon Valley to tame AI | Mustafa Suleyman

    Mustafa Suleyman, Michael Bhaskar, Rob

    Inflection AI co-founder Mustafa Suleiman outlines a strategy where his company develops safer, larger language models like Pi to outpace bad actors while avoiding the premature pursuit of autonomous self-improvement. He advocates for mandatory government regulations including scale audits and bans on electioneering to manage immediate misuse risks, rejecting the open-sourcing of future frontier models that could destabilize global security. Suleiman argues that rapid technological progress in the US-China "economic war" necessitates a shift from voluntary safety commitments to binding legal frameworks to prevent existential threats from emerging technologies.

  2. 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.

  3. 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.

  4. 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.

  5. 80,000 Hours2h 5m

    Fast paths into high-impact ML engineering roles | Catherine Olsson & Daniel Ziegler

    Catherine Olsson, Daniel Ziegler, Rob Wiblin

    Former PhD candidates Daniel Ziegler of OpenAI and Catherine Olson of Google Brain detail a strategic pathway for transitioning into AI safety roles through the implementation of deep reinforcement learning papers and building robust software engineering skills. They emphasize that research engineering positions prioritize frustration tolerance and the ability to replicate code over formal theoretical mastery, effectively serving as a viable alternative to completing a traditional doctoral degree. This industry-focused approach enables professionals to contribute to critical alignment work and infrastructure development at leading labs without the requirement of a PhD, often supported by fellowship programs or targeted retraining grants.

  6. 80,000 Hours46 min

    #23 - How to actually become an AI alignment researcher, according to Dr Jan Leike

    Dr Jan Leike, Jan, Keiran Harris, Rob Whitland

    Dr. Jan Leicher, a research scientist at DeepMind and the Future of Humanity Institute, discusses the critical challenges of aligning advanced AI systems with human intentions through recent collaborations with OpenAI on learning reward functions from human preferences. The conversation details specific failure modes where robustness breaks down due to unreliable uncertainty quantification in deep neural networks and highlights severe security vulnerabilities regarding adversarial attacks and side effects in agent exploration. Leicher further outlines the urgent need for qualified technical talent, recommending rigorous mathematical training and PhD-level research experience to address the growing shortage of experts capable of navigating the frontier of AI safety.

  7. 80,000 Hours1h 18m

    #20 - Bruce Friedrich on inventing outstanding meat substitutes to end speciesism & factory farming

    Bruce Friedrich, Natalie Cargill, Keiran Harris, Rob Wiblin

    The Good Food Institute executes a strategy to displace industrial animal agriculture by accelerating the development of plant-based and clean meats that compete on price, taste, and convenience rather than ethical appeal. While current market share for alternatives remains below 1% amidst a record 9 billion annual animal slaughters, industry experts project cost parity with conventional meat within a decade through bioreactor scaling and synthetic biology. Operating as a rapidly expanding nonprofit funded entirely by philanthropy, the organization targets a 2050 vision where these technologies collectively fulfill 100% of global meat demand.

  8. 80,000 Hours1h 52m

    #10 - Dr Nick Beckstead on how to spend billions of dollars preventing human extinction

    Dr Nick Beckstead, Keiran Harris, Rob Wiblin

    Nick Beckstead, a researcher at the Open Philanthropy Project, advocates for prioritizing far-future utility by directing substantial grants toward existential risks like artificial intelligence and biosecurity. His approach relies on a philosophical framework that rejects time discounting and population ethics constraints to justify focusing on narrow, high-impact interventions such as Target Malaria and AI alignment rather than broad economic growth. Beckstead further urges effective altruists to transition into specialized full-time roles within these priority sectors to maximize their leverage against global catastrophic threats.

  9. 80,000 Hours1h 2m

    Piers Le Marchant - How to Raise Hundreds of Millions of Pounds for Charity

    Piers Le Marchant, Gilbert, George

    Former Lehman Brothers executive and banker established The Balance Foundation to redirect millions of pounds in unclaimed customer assets into charity after successfully navigating political resistance from the UK government. By leveraging high-level connections with the monarchy, he secured a £180 million donation that influenced subsequent public banking initiatives and is now replicating the model in Singapore and Switzerland. His ongoing work includes developing bonus reform schemes and integrating sustainability metrics into capital allocation models while advising professionals on using charitable engagement to build career resilience.

  10. 80,000 Hours8 min

    Piers Le Marchant Interview - 80000 Hours

    Piers Le Marchant

    This event outlines how global over-leverage and widening inequality necessitate urgent social cohesion strategies while positioning young professionals as key agents of change through strategic network building. It highlights "80,000 Hours" as a pivotal platform designed to evolve beyond simple networking into a global engine for cross-disciplinary problem-solving by connecting diverse experts with critical charity challenges. The discussion concludes that these interconnected efforts will mobilize resources and redirect skilled professionals toward high-impact areas, from poverty alleviation to resource distribution, to address unsustainable long-term economic trends.