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How smart is today's artificial intelligence?
Current AI is impressive, but it's not intelligent.
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Sources:
https://hbr.org/2016/11/what-artificial-intelligence-can-and-cant-do-right-now
https://www.mckinsey.com/global-themes/digital-disruption/harnessing-automation-for-a-future-that-works
https://www.amazon.com/Master-Algorithm-Ultimate-Learning-Machine/dp/0465065708
https://ai100.stanford.edu/sites/default/files/ai_100_report_0831fnl.pdf
https://www.bloomberg.com/professional/blog/business-focus-artificial-intelligence-rising-2/
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.368.2254&rep=rep1&type=pdf
http://yann.lecun.com/exdb/publis/pdf/jackel-95.pdf
https://www.recode.net/2016/5/4/11634228/learning-about-deep-learning
https://www.theverge.com/2016/7/12/12158238/first-click-deep-learning-algorithmic-black-boxes
https://www.theverge.com/2017/3/30/15124466/ai-photo-style-transfer-deep-neural-nets-adobe
https://www.techspot.com/news/71935-convolutional-neural-networks-used-fight-lung-cancer.html
https://openreview.net/pdf?id=BkjLkSqxg
https://med.stanford.edu/news/all-news/2016/08/computers-trounce-pathologists-in-predicting-lung-cancer-severity.html
https://arxiv.org/pdf/1609.06647.pdf
https://www.theverge.com/2017/4/12/15271874/ai-adversarial-images-fooling-attacks-artificial-intelligence
https://arstechnica.com/gaming/2016/06/an-ai-wrote-this-movie-and-its-strangely-moving/
https://www.ibm.com/blogs/research/2017/12/ai-video-understanding/
https://hbr.org/cover-story/2017/07/the-business-of-artificial-intelligence
https://rodneybrooks.com/the-seven-deadly-sins-of-predicting-the-future-of-ai/
Something incredible has taken place in the past 5 years: a revolution in artificial intelligence. After decades of little progress, the combination of big data and advances in computer hardware have brought AI applications to life: from self-driving cars to home assistants to augmented reality and instant language translation. If some of these applications feel like science fiction it's because deep learning algorithms are powering a true breakthrough in machine intelligence. But with these truly impressive advances comes a great deal of hype: fears of terminator-type bots turning on humans and stealing all our jobs. In this video we sort out the fact from fiction in this very exciting field.
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