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Everything you always wanted to know about machine learning: https://www.amazon.com/Master-Algorithm-Ultimate-Learning-Machine/dp/0465094279 …
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Three things the US can learn from China about implementing AI, by
@KaiFuLee (ignore the subtitle - that's not what the essay is about):https://www.nytimes.com/2018/09/22/opinion/sunday/ai-china-united-states.html …Thanks. Twitter will use this to make your timeline better. UndoUndo -
Should “data” be a singular noun? Yes, like “sand”.
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Pedro Domingos Retweeted
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@pmddomingos, Your book, The Master Algorithm, made it to BookAuthority's list of best Algorithms books of all time!https://bookauthority.org/books/best-algorithms-books?t=621uvi&s=author&book=0465094279 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
The narrative has changed. It has switched from "Isn’t it terrible that AI is a failure?" to "Isn’t it terrible that AI is a success?" (Peter Norvig)
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Why machine learning is eating the world:https://www.wsj.com/articles/models-will-run-the-world-1534716720 …
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Where will our machines take us? My Scientific American article on the future of AI:https://www.scientificamerican.com/article/artificial-intelligence-will-serve-humans-not-enslave-them/ …
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Different governments' attitudes to tech companies: China: Use them America: Ignore them Europe: Slap fines on them
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A tale of two AI summers: 1980s Now Expert systems Deep learning More rules! More data! LISP machines GPUs Cyc DeepMind Brittleness Brittleness
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Move over, GPUs - we can now do deep learning at the speed of light:http://science.sciencemag.org/content/early/2018/07/25/science.aat8084 …
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Algorithms are much less biased than humans, but you'd never know from the current brouhaha about them:https://hbr.org/2018/07/want-less-biased-decisions-use-algorithms …
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Instead of unreadable privacy policies, every website should be clearly labeled with one of 5 privacy levels, changeable with a click: 5. Nothing recorded 4. Data used for internal purposes only 3. Click to customize privacy 2. OK to share with third parties 1. OK to make public
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If machines took over, it would be like “War of the Worlds” with computer bugs instead of live ones.
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Crypto-currencies are everything you don’t understand about money combined with everything you don’t understand about computers. (John Oliver)
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Interesting new machine learning problem:https://www.nytimes.com/interactive/2018/06/26/sports/world-cup/spot-the-ball-round-1.html …
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Pedro Domingos Retweeted
"Factfulness" by Hans Rosling et al, has changed my understanding of the world. It uses data to show me where and how I was wrong, and identifies 10 ways us humans consistently and wrongly misunderstand so many things. Please read it. https://www.gapminder.org/factfulness-book/ …
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Next up: combatting nanoaggression.
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Interesting. When you use an ML-style method to estimate the effect on climate of CO2 emissions, it comes out fairly small:http://business.financialpost.com/opinion/ross-mckitrick-all-those-warming-climate-predictions-suddenly-have-a-big-new-problem …
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AI - the story so far: 1. Manually encoding all the knowledge you need for AI is hopeless. 2. Purely empirical learning methods keep exceeding expectations, but have limitations. 3. Solution: A little knowledge + A lot of data. How to do this: https://homes.cs.washington.edu/~pedrod/papers/aaai06c.pdf …
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