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new
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LA-21441
Item description from the seller
Human Compatible: Artificial Intelligence and the Problem of Control by Stuart Russell explores the development of artificial intelligence (AI) and the challenges associated with ensuring that future AI systems remain aligned with human values and interests. The book addresses one of the most critical questions in AI: How can we build AI systems that are both powerful and beneficial to humanity, without creating unintended risks or losing control over these systems? Russell, a leading AI researcher, highlights the potential benefits of AI, such as improvements in healthcare, transportation, and climate change mitigation, but he also emphasizes the dangers posed by highly autonomous AI systems that may act in ways counter to human intentions. He argues that the traditional approach to AI—where machines are designed to achieve specific goals—could lead to catastrophic outcomes if those goals are not fully aligned with human values. An AI programmed to optimize for a particular objective might pursue that goal in ways that humans did not foresee, potentially causing harm. To address this problem, Russell proposes a new paradigm for AI development based on what he calls "provably beneficial AI." In this framework, AI systems are designed to remain uncertain about their objectives and seek to learn human preferences through continuous interaction. This would ensure that the AI's actions are more aligned with what humans want, even as those preferences evolve. Throughout the book, Russell discusses the technical, philosophical, and ethical dimensions of AI alignment. He draws from both real-world examples and thought experiments to illustrate the potential pitfalls and solutions. He also calls for global cooperation and regulation to manage the risks associated with AI development, stressing that this is a challenge that must be tackled by society as a whole. Human Compatible offers a clear, thoughtful, and insightful exploration of AI's future and the imperative to create systems that enhance human well-being while mitigating existential risks. It serves as both a cautionary tale and a guide to ensuring that AI remains a force for good in the world.
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