Paperclip Maximizers's guest appearances

Paperclip Maximizers

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Yannic Kilcher Videos (Audio Only)

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#ai #interview #research   Jacob Steinhardt believes that future AI systems will be qualitatively different than the ones we know currently. We talk about how emergence happens when scaling up, what implications that has on AI Safety, and why thought experiments like the Paperclip Maximizer might be more useful than most people think.  OUTLINE: 0:00 Introduction 1:10 Start of Interview 2:10 Blog posts series 3:56 More Is Different for AI (Blog Post) 7:40 Do you think this emergence is mainly a property from the interaction of things? 9:17 How does phase transition or scaling-up play into AI and Machine Learning? 12:10 GPT-3 as an example of qualitative difference in scaling up 14:08 GPT-3 as an emergent phenomenon in context learning 15:58 Brief introduction of different viewpoints on the future of AI and its alignment 18:51 How does the phenomenon of emergence play into this game between the Engineering and the Philosophy viewpoint?  22:41 Paperclip Maximizer on AI safety and alignment 31:37 Thought Experiments 37:34 Imitative Deception 39:30 TruthfulQA: Measuring How Models Mimic Human Falsehoods (Paper) 42:24 ML Systems Will Have Weird Failure Models (Blog Post) 51:10 Is there any work to get a system to be deceptive? 54:37 Empirical Findings Generalize Surprisingly Far (Blog Post) 1:00:18 What would you recommend to guarantee better AI alignment or safety? 1:05:13 Remarks  References: https://bounded-regret.ghost.io/more-is-different-for-ai/ https://docs.google.com/document/d/1FbTuRvC4TFWzGYerTKpBU7FJlyvjeOvVYF2uYNFSlOc/edit#heading=h.n1wk9bxo847o  Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher Twitter: https://twitter.com/ykilcher Discord: https://ykilcher.com/discord BitChute: https://www.bitchute.com/channel/yannic-kilcher LinkedIn: https://www.linkedin.com/in/ykilcher BiliBili: https://space.bilibili.com/2017636191  If you want to support me, the best thing to do is to share out the content :)  If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: https://www.subscribestar.com/yannickilcher Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

#ai #interview #research  Jacob Steinhardt believes that future AI systems will be qualitatively different than the ones we know currently. We talk about how emergence happens when scaling up, what implications that has on AI Safety, and why thought experiments like the Paperclip Maximizer might be more useful than most people think. OUTLINE: 0:00 Introduction 1:10 Start of Interview 2:10 Blog posts series 3:56 More Is Different for AI (Blog Post) 7:40 Do you think this emergence is mainly a property from the interaction of things? 9:17 How does phase transition or scaling-up play into AI and Machine Learning? 12:10 GPT-3 as an example of qualitative difference in scaling up 14:08 GPT-3 as an emergent phenomenon in context learning 15:58 Brief introduction of different viewpoints on the future of AI and its alignment 18:51 How does the phenomenon of emergence play into this game between the Engineering and the Philosophy viewpoint?  22:41 Paperclip Maximizer on AI safety and alignment 31:37 Thought Experiments 37:34 Imitative Deception 39:30 TruthfulQA: Measuring How Models Mimic Human Falsehoods (Paper) 42:24 ML Systems Will Have Weird Failure Models (Blog Post) 51:10 Is there any work to get a system to be deceptive? 54:37 Empirical Findings Generalize Surprisingly Far (Blog Post) 1:00:18 What would you recommend to guarantee better AI alignment or safety? 1:05:13 Remarks References: <a href="https://bounded-regret.ghost.io/more-is-different-for-ai/" rel="nofollow" target="_blank">https://bounded-regret.ghost.io/more-is-different-for-ai/</a> <a href="https://docs.google.com/document/d/1FbTuRvC4TFWzGYerTKpBU7FJlyvjeOvVYF2uYNFSlOc/edit#heading=h.n1wk9bxo847o" rel="nofollow" target="_blank">https://docs.google.com/document/d/1FbTuRvC4TFWzGYerTKpBU7FJlyvjeOvVYF2uYNFSlOc/edit#heading=h.n1wk9bxo847o</a> Links: TabNine Code Completion (Referral): <a href="http://bit.ly/tabnine-yannick" rel="nofollow" target="_blank">http://bit.ly/tabnine-yannick</a> YouTube: <a href="https://www.youtube.com/c/yannickilcher" rel="nofollow" target="_blank">https://www.youtube.com/c/yannickilcher</a> Twitter: <a href="https://twitter.com/ykilcher" rel="nofollow" target="_blank">https://twitter.com/ykilcher</a> Discord: <a href="https://ykilcher.com/discord" rel="nofollow" target="_blank">https://ykilcher.com/discord</a> BitChute: <a href="https://www.bitchute.com/channel/yannic-kilcher" rel="nofollow" target="_blank">https://www.bitchute.com/channel/yannic-kilcher</a> LinkedIn: <a href="https://www.linkedin.com/in/ykilcher" rel="nofollow" target="_blank">https://www.linkedin.com/in/ykilcher</a> BiliBili: <a href="https://space.bilibili.com/2017636191" rel="nofollow" target="_blank">https://space.bilibili.com/2017636191</a> If you want to support me, the best thing to do is to share out the content :) If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: <a href="https://www.subscribestar.com/yannickilcher" rel="nofollow" target="_blank">https://www.subscribestar.com/yannickilcher</a> Patreon: <a href="https://www.patreon.com/yannickilcher" rel="nofollow" target="_blank">https://www.patreon.com/yannickilcher</a> Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

More Is Different for AI - Scaling Up, Emergence, and Paperclip Maximizers (w/ Jacob Steinhardt)

Charles Taylor

Joe Edelman

Ellie Haine

Ellie Hain and Joe Edelman are itinerant thinkers designing a new kind of social movement. We discuss what they've learned from Charles Taylor and Amartya Sen, why Effective Altruism can be so cringe, Joe's role building Couchsurfing.com, and much more.Ellie HainJoe EdelmanOther Life✦ Subscribe to the coolest newsletter in the world OtherLife.co✦ Get a free Urbit ship at imperceptible.computer✦ We're building a new country at imperceptible.country

Ellie Hain and Joe Edelman are itinerant thinkers designing a new kind of social movement. We discuss what they've learned from Charles Taylor and Amartya Sen, why Effective Altruism can be so cringe, Joe's role building <a href="http://Couchsurfing.com" rel="nofollow" target="_blank">Couchsurfing.com</a>, and much more. <a href="https://twitter.com/ellie__hain" rel="nofollow" target="_blank">Ellie Hain</a><a href="https://twitter.com/edelwax" rel="nofollow" target="_blank">Joe Edelman</a> Other Life✦ Subscribe to the coolest newsletter in the world <a href="https://otherlife.co/" rel="nofollow" target="_blank">OtherLife.co</a>✦ Get a free Urbit ship at <a href="https://imperceptible.computer/" rel="nofollow" target="_blank">imperceptible.computer</a>✦ We're building a new country at <a href="https://imperceptible.country/" rel="nofollow" target="_blank">imperceptible.country</a>