Automate This

书名:Automate ThisHowAlgorithmsCametoRuleOurWorld
作者:ChristopherSteiner
译者:
ISBN:9781591844921
出版社:Portfolio
出版时间:2013-8-9
格式:epub/mobi/azw3/pdf
页数:256
豆瓣评分: 6.9

书籍简介:

"The rousing story of the last gasp of human agency and how today's best and brightest minds are endeavoring to put an end to it." It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills–and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These "bots" started with human programming and logic, but now their reach extends beyond what their creators ever expected. In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over–and shows why the "bot revolution" is about to spill into every aspect of our lives, often silently, without our knowledge. The May 2010 "Flash Crash" exposed Wall Street's reliance on trading bots to the tune of a 998-point market drop and $1 trillion in vanished market value. But that was just the beginning. In "Automate This," we meet bots that are driving cars, penning haiku, and writing music mistaken for Bach's. They listen in on our customer service calls and figure out what Iran would do in the event of a nuclear standoff. There are algorithms that can pick out the most cohesive crew of astronauts for a space mission or identify the next Jeremy Lin. Some can even ingest statistics from baseball games and spit out pitch-perfect sports journalism indistinguishable from that produced by humans. The interaction of man and machine can make our lives easier. But what will the world look like when algorithms control our hospitals, our roads, our culture, and our national security? What hap-pens to businesses when we automate judgment and eliminate human instinct? And what role will be left for doctors, lawyers, writers, truck drivers, and many others? Who knows–maybe there's a bot learning to do your job this minute.

作者简介:

克里斯托弗•斯坦纳(Christopher Steiner)

创业公司Aisle50共同创始人及联席CEO,《福布斯》杂志和《芝加哥论坛报》科技专栏特约作者,《纽约时报》畅销书作者,另著有全美畅销书《油价30元/升》。另外,他常在各种会议就科技、算法、大数据等主题发表演说,阐释算法与大数据如何塑造、变革、掌控人类生活。

书友短评:

@ lightsky 实在看不下去,毫无重点,写作凌乱 @ hP…anda 很适合geek读 @ [已注销] 一般,覆盖面远没有想象中的那么广阔,此书最初写的时候只是针对自动化股票交易的,后来虽然改了,但局限性还是很大的。 @ Gilgamesh_Ding 无聊 典型的资本运作下的报刊写手出的书 了解了解还行 @ weihu 看看 @ Gilgamesh_Ding 无聊 典型的资本运作下的报刊写手出的书 了解了解还行 @ 不是米纳米 一门课的推荐书籍,对我来说有点浅,但总体来讲是不错的 @ paracelsus 自动化编曲 @ weihu 看看 @ bingo 开头讲盈透老板的发家史的还挺吸引人,越往下看越浅而啰嗦,在金融外的应用没几个让人印象深刻的论述,事实列举难成体系,说是讲故事吧,好些精彩的梗在quant,flash boy中都出现过了。终章拔高的又略显突兀。总体还算可以吧

书籍目录

  • 算法无处不在。算法统治世界。算法的核心就是按照设定程序运行以期获得理想结果的一套指令。复杂的算法是由一系列简单算法组成的。数学建模算法,用一系列简单的二元区表示复杂难题。只有在数据确定可知的情况下,算法才会起作用。基于历史数据提炼出一个函数或一条曲线来预测未来数据。最小平方法对基于已观察到的结果构建预测模型提供了方法,是算法建模的基础。回归分析法就是利用历史数据推测现在。正态分布应用于购置保险,彩票投注。警告,任何幅度的偏离在正态分布里都是有可能的。算法交易是基于概率论发展起来的。
    —— 引自第61页
  • 世界上最重要的发明通常并非来自通用电气或微软公司。他们来自专注于某一领域的企业家,而这种专注程度是大公司无法具备的。绝大多数大公司认为提高已有产品和既定流程的效率是最值得花时间做的事。如果利润额为1000亿美元的公司效率提高了5%,那么净收益也就轻轻松松的增加了50亿美元;几乎没有一件新产品能达到同样的效果。因此,大公司易落入管理过度、创新不足的窠臼。这也就是为什么初创公司如此重要。
    —— 引自第191页
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