how to design an artificial general intelligence system bearing intentions: an interdisciplinary inquiry based on anscombe's philosophy of intention
AI artificial intelligence 人工智能
Ruslan Salakhutdinov, who leads Apple’s AI efforts, says emerging techniques could make the most popular approach in the field far more powerful.
GA genetic algorithms 遗传算法
by Will Knight March 29, 2017
ANN artificial neural network 人工神经互联网
Apple’s director of artificial intelligence, Ruslan Salakhutdinov, believes that the deep neural networks that have produced spectacular results in recent years could be supercharged in coming years by the addition of memory, attention, and general knowledge.
ML machine learning 机器学习
Speaking at MIT Technology Review’s EmTech Digital conference in San Francisco on Tuesday, Salakhutdinov said these attributes could help solve some of the outstanding problems in artificial intelligence.
whether artificial intelligence will enslave human beings is very relevant to the meaning of "ai" itself.if "ai" means "artificial general intelligence" and the agi system in question can work well by tolerating a small size of inputs,then the potential number of the users of this technology will be significantly increased.and if these agi systems can have their habits of producing intentions in accordance with different users' values,then varieties of agi systems imbued with different values will make it tough for any single type of machine to dominate the society.hence,machines cannot enslave human-beings if machines are agi systems in this sense.in contrast,if "ai" only means deep learning systems which cannot function well without exploiting large quantity of data,then the issue on how to protect the human privacy will always be salient,and in this sense,agi systems with the capacities of having their own intentions is ethically superior to their deep learning counterparts.as to how to produce intentions in an agi system,g.e.m.anscombe's philosophy of intention may offer many inspirations,although some of her claims on the nature of intentions may be controversial.pei wang's non-axiomatic reasoning system will offer a technical realization of the plausible part of anscombe's theory of intention.
人工智能相关术语缩写及全拼，如何设计具有自主意图的人工智能体。DL deep learning 深度学习
Salakhutdinov, who retains a post as an associate professor at Carnegie Mellon University in Pittsburgh, pointed in his talk to limitations with deep-learning-driven machine vision and natural-language understanding.