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Find meaning in your work: https://80000hours.org/problem-profiles/artificial-intelligence/ Get into AI safety: https://aisafety.training/ https://aisafety.quest/ Talk to like-minded people: https://coda.io/@alignmentdev/alignmentecosystemdevelopment If you have a technical background, learn the basics of machine learning: https://course.fast.ai/ We dive deep into the concept of an intelligence explosion - a scenario where an AI gains the ability to self-improve, leading to rapid and unstoppable increases in its ability. This notion might sound straight out of a science fiction film, but it's a reality taken seriously by AI experts, including Geoffrey Hinton, the godfather of AI. We explore the idea of AI Apocalypticism and the historical and cultural contexts behind such scenarios. The discussion also delves into the intricacies of backpropagation, a crucial mechanism behind deep learning, and its potential implications for the future of AI. We then address the concept of the Singularity, a theoretical point in time where technological growth becomes uncontrollable and irreversible, leading to unforeseeable changes to human civilization. Moreover, we discuss the alarming reality of an intelligence explosion and how it could potentially outsmart us. Finally, we discuss potential solutions to these concerns, with a primary focus on AI alignment - aligning the AI's goals with those of humanity. Whether you're an AI enthusiast, a skeptic, or merely curious about the future, this video provides a look at the potential of AI and its existential implications. 00:00 What is an Intelligence Explosion? 00:55 The End of the World 02:00 Death and Destruction 03:01 Stuff You Should Probably Know a Little Bit About 04:17 AIs Are Better at Learning and Learning to Learn Better 05:06 Hard Takeoff 06:12 Let's Just Turn It Off 07:29 Tragedy of the Commons 08:57 Bad Actors Research Large Language Models Can Self-Improve https://arxiv.org/abs/2210.11610 Reflexion: an autonomous agent with dynamic memory and self-reflection https://arxiv.org/abs/2303.11366 HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace https://arxiv.org/abs/2303.17580 Sparks of Artificial General Intelligence: Early experiments with GPT-4 https://arxiv.org/abs/2303.12712 Refining the Responses of LLMs by Themselves https://arxiv.org/abs/2305.04039