
In Advances in Neural Information Processing Systems 26, MIT Press, 2018. Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart Russell, Anca Dragan,.Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel, and Stuart Russell,.Smitha Milli, Dylan Hadfield-Menell, Anca Dragan, and Stuart Russell,.ICML Workshop on Reliable Machine Learning in the Wild, 2017. `` Efficient Cooperative Inverse Reinforcement Learning.'' In Proc. Malayandi Palaniappan, Dhruv Malik, Dylan Hadfield-Menell, Anca Dragan, Stuart Russell,.In Advances in Neural Information Processing Systems 25, Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel, and Stuart Russell, Cooperative Inverse Reinforcement Learning.In The Next Step: Exponential Life, BBVA OpenMind, 2017. Provably beneficial artificial intelligence. Stuart Russell, Q & A: The future of artificial intelligence.Provable properties of agents, etc.) to broadly philosophical.īackground and answers to frequently asked questions Highly technical (foundational issues of rationality and utility, Research questions are beginning to be formulated and range from Problems of their field, it seems inevitable that issues of controlĪnd safety will become central to AI as the field matures. Of containment of fusion reactions as one of the primary Just as nuclear fusion researchers consider the problem I serve on the Advisory Boards of CSER, FLI, and MIRI. The Machine Intelligence Research Institute in Berkeley,Īnd the Future of Life Institute at Harvard/MIT. The Centre for the Study of Existential Risk at Cambridge, Some other organizations are already considering these questions, including the What can we do now to improve the chances of reaping the benefits and avoiding the risks?Īt Berkeley, the Center for Human-Compatible AI (pronounced CHAI) studies this topic.Unconstrained success brings huge risks and huge benefits.To this must be conjoined an overriding concern for the benefit of humanity. The field has operated for over 50 years on one simple assumption: the more intelligent, the better. Inevitable that the field will have to begin to take itself

Human life leads to huge increases in research investment, it is Improve, however, and as the transition of AI into broad areas of Seldom outside of science fiction." As the capabilities of AI systems Good himself continues, " It is curious that this point is made so


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Thus the first ultraintelligent machine is the last invention that man need ever make, provided that the machine is docile enough to tell us how to keep it under control."įor most of the history of AI, this issue has been ignored. Since the design of machines is one of these intellectual activities, an ultraintelligent machine could design even better machines there would then unquestionably be an 'intelligence explosion,' and the intelligence of man would be left far behind. " Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever. Good's article Speculations Concerning the First Ultraintelligent Machine included the following remark:
