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A Simple Explanation of AGI Risk — AI Alignment Forum

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I went to Grinnell College for my undergraduate degree. For the 2025 reunion event, I agreed to speak on a panel about AI. I like the talk I gave because I think it's a good "101" intro to AI risk, aimed at educated laypeople. I'm also glad to have a go-to explainer for why I'm currently worried about AGI. I work at Google DeepMind on the science of aligning artificial intelligence with human interests. I completed a PhD in this field in 2022 and then I did my postdoc at UC Berkeley. I’ll discuss some of the ways in which AI might go wrong. ⚠️ I'm only speaking for myself, not for my employer. For many years, I’ve had quite the romantic vision of the promise of AI. Solving artificial intelligence will allow automating science itself. Consider the promise of compressing centuries of human research into months, and saving billions of lives by eliminating most disease with an infinite army of digital scientists. (That's the dream, at least. Not clear how practical it is.) But reality is m

x A Simple Explanation of AGI Risk — AI Alignment Forum AI Risk AI Frontpage 28 A Simple Explanation of AGI Risk by TurnTrout 1st Jul 2025 Linkpost for turntrout.com 6 min read 4 28 Notes from a talk originally given at my alma mater I went to Grinnell College for my undergraduate degree. For the 2025 reunion event, I agreed to speak on a panel about AI. I like the talk I gave because I think it's a good "101" intro to AI risk, aimed at educated laypeople. I'm also glad to have a go-to explainer for why I'm currently worried about AGI. I work at Google DeepMind on the science of aligning artif

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