An algorithm must be seen to be believed.
Donald KnuthRead
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An algorithm must be seen to be believed.
Leibniz endeavored to provide an account of inference and judgment involving the mechanical play of symbols and very little else. The checklists that result are the first of humanity's intellectual artifacts. They express, they explain, and so they ratify a power of the mind. And, of course, they are artifacts in the process of becoming algorithms.
If there was some sort of mathematical equation for beauty, I don’t know if I would be the algorithm. I’m not a supermodel. That’s not what I do. What I do is music. I want my fans to feel the way I do, to know what they have to offer is just as important, more important, than what’s happening on the outside.
You cannot invent an algorithm that is as good at recommending books as a good bookseller, and that's the secret weapon of the bookstore - is that no algorithm will ever understand readers the way that other readers can understand readers.
Quite a lot has been written, including by me, about the effect of social media on politics, and in particular the way in which the algorithms built into Facebook and YouTube are more likely to spread angry, extremist and deliberately provocative political language.
Increasingly, our decisions will be made by the algorithms that surround us. Whenever there is a big dilemma, you just ask Google what to do. And what kind of life is that?
It's difficult to make your clients understand that there are certain days that the market will go up or down 2%, and it's basically driven by algorithms talking to algorithms. There's no real rhyme or reason for that. So it's difficult. We just try to preach long-term investing and staying the course.
So much of the language that surrounds us - from things like economics, management theory, and the algorithms built into computer systems - appears to be objective and neutral. But in fact, it is loaded with powerful, and very debatable, political assumptions about how society should work and what human beings are really like.
Our social networks, our news, our mundane existence and our important moments are all mediated by algorithms, whose proprietary, profit-driven, ad-financed nature seeps into every small micro-interaction.
The problem with Google is you have 360 degrees of omnidirectional information on a linear basis, but the algorithms for irony and ambiguity are not there. And those are the algorithms of wisdom.
The burgeoning field of computer science has shifted our view of the physical world from that of a collection of interacting material particles to one of a seething network of information. In this way of looking at nature, the laws of physics are a form of software, or algorithm, while the material world-the hardware-plays the role of a gigantic computer.
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