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FLI Podcast: Why Ban Lethal Autonomous Weapons?

Why are we so concerned about lethal autonomous weapons? Ariel spoke to four experts –– one physician, one lawyer, and two human rights specialists –– all of whom offered their most powerful arguments on why the world needs to ensure that algorithms are never allowed to make the decision to take a life. It was […]

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FLI Podcast (Part 2): Anthrax, Agent Orange, and Yellow Rain: Verification Stories with Matthew Meselson and Max Tegmark

In this special two-part podcast Ariel Conn is joined by Max Tegmark for a conversation with Dr. Matthew Meselson, biologist and Thomas Dudley Cabot Professor of the Natural Sciences at Harvard University. Dr. Meselson began his career with an experiment that helped prove Watson and Crick’s hypothesis on the structure and replication of DNA. He […]

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FLI Podcast (Part 1): From DNA to Banning Biological Weapons With Matthew Meselson and Max Tegmark

 In this special two-part podcast Ariel Conn is joined by Max Tegmark for a conversation with Dr. Matthew Meselson, biologist and Thomas Dudley Cabot Professor of the Natural Sciences at Harvard University. Dr. Meselson began his career with an experiment that helped prove Watson and Crick’s hypothesis on the structure and replication of DNA. […]

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AI Alignment Podcast: The Byzantine Generals’ Problem, Poisoning, and Distributed Machine Learning with El Mahdi El Mhamdi (Beneficial AGI 2019)

Three generals are voting on whether to attack or retreat from their siege of a castle. One of the generals is corrupt and two of them are not. What happens when the corrupted general sends different answers to the other two generals? A Byzantine fault is “a condition of a computer system, particularly distributed computing systems, where components […]

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FLI Podcast- Artificial Intelligence: American Attitudes and Trends with Baobao Zhang

Our phones, our cars, our televisions, our homes: they’re all getting smarter. Artificial intelligence is already inextricably woven into everyday life, and its impact will only grow in the coming years. But while this development inspires much discussion among members of the scientific community, public opinion on artificial intelligence has remained relatively unknown. Artificial Intelligence: […]

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AI Alignment Podcast: Cooperative Inverse Reinforcement Learning with Dylan Hadfield-Menell (Beneficial AGI 2019)

 What motivates cooperative inverse reinforcement learning? What can we gain from recontextualizing our safety efforts from the CIRL point of view? What possible role can pre-AGI systems play in amplifying normative processes? Cooperative Inverse Reinforcement Learning with Dylan Hadfield-Menell is the eighth podcast in the AI Alignment Podcast series, hosted by Lucas Perry and […]

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Podcast: Existential Hope in 2019 and Beyond

Humanity is at a turning point. For the first time in history, we have the technology to completely obliterate ourselves. But we’ve also created boundless possibilities for all life that could enable  just about any brilliant future we can imagine. Humanity could erase itself with a nuclear war or a poorly designed AI, or we […]

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AI Alignment Podcast: Inverse Reinforcement Learning and the State of AI Alignment with Rohin Shah

What role does inverse reinforcement learning (IRL) have to play in AI alignment? What issues complicate IRL and how does this affect the usefulness of this preference learning methodology? What sort of paradigm of AI alignment ought we to take up given such concerns? Inverse Reinforcement Learning and the State of AI Alignment with Rohin […]

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Podcast: Governing Biotechnology, From Avian Flu to Genetically-Modified Babies with Catherine Rhodes

 A Chinese researcher recently made international news with claims that he had edited the first human babies using CRISPR. In doing so, he violated international ethics standards, and he appears to have acted without his funders or his university knowing. But this is only the latest example of biological research triggering ethical concerns. Gain-of-function […]

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Podcast: Martin Rees on the Prospects for Humanity: AI, Biotech, Climate Change, Overpopulation, Cryogenics, and More

How can humanity survive the next century of climate change, a growing population, and emerging technological threats? Where do we stand now, and what steps can we take to cooperate and address our greatest existential risks? In this special podcast episode, Ariel speaks with Martin Rees about his new book, On the Future: Prospects for […]

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Podcast: AI and Nuclear Weapons – Trust, Accidents, and New Risks with Paul Scharre and Mike Horowitz

 In 1983, Soviet military officer Stanislav Petrov prevented what could have been a devastating nuclear war by trusting his gut instinct that the algorithm in his early-warning system wrongly sensed incoming missiles. In this case, we praise Petrov for choosing human judgment over the automated system in front of him. But what will happen […]