The Master Algorithm
How the Quest for the Ultimate Learning Machine Will Remake Our World
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Narrateur(s):
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Mel Foster
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Auteur(s):
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Pedro Domingos
À propos de cet audio
Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars. These programs are already helping us fight the war on cancer and predict the movements of the stock market, and they are making great headway with instant language translation and discovering new laws of nature.
But machine learning is incomplete, and its practitioners across the globe are seeking the most powerful algorithm of all. The Master Algorithm will not be limited to solving particular problems but will be able to learn anything and solve any problem, however difficult, and Pedro Domingos, a trailblazing computer scientist, is at the very forefront of the search for it. With the Master Algorithm in hand and data as its fuel, machine learning - essentially the automation of discovery, a kind of scientific method on steroids - will become the most powerful technology humanity has ever devised. And The Master Algorithm will be its bible.
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Lastly, the final chapter, and how the author perceives A.I. is either extremely arrogant or surprising ignorent.
A long-winded textbook approach
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pretty well written but still vague idea
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Can't wait for a new revision of this great book!
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Worth the read for beginners
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Algorithms might face issues that are similar to the disasters created by infrastructure that isn't maintained.
Also, if you can't examine the black box where an algorithm makes decisions, how can you be certain the algorithm is functioning as intended?
I also think people are really good at shifting responsibility away from themselves when something bad happens. I mention this because Pedro says that if an algorithm kills someone, they'll be arrested. No legal process is that easy or clean. I think there's no guarantee that someone who makes a bad system will not go on to make more.
Lastly, if the master algorithm is not open sourced, most of us will suffer.
Oh I forgot. The book feels condescending.
Downplays need for vigilance. Too optimistic.
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