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机器人程序的崛起

Scott Cendrowski
2012-08-28

克里斯多弗•斯坦纳《自动化:算法统治世界》书评:计算机算法正掌控世界,左右人们生活的方方面面,大到投资决策,小到出行路线的选择。算法带来了效率,但同时也蕴藏着风险。骑士资本的交易算法出错就曾在一夜之间蒸发了数亿美元。算法统治世界,因此它也能摧毁世界。

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    早上你醒来后马上就查看Gmail邮箱,其中邮件的排列顺序是由谷歌专门开发的算法决定的;午餐时分,你登录Deadspin网站阅读体育类八卦消息,该网站又使用另一套专门算法来推广最积极的评论者;吃完晚饭,你从一份精选电影节目单中选一部观看——友好的Netflix算法早已根据你过去选看电影的口味选出了你可能喜欢的新片。其他一些算法则帮助我们决定沿哪条路出行、听什么音乐乃至股票会以什么方式波动。

    简而言之,算法正在接管我们的生活。所谓算法,只是一套软件代码而已,运作方式类似于决策树,即考虑多种变量,然后产生结论或推荐。“机器人程序”(bot)通常是一系列算法的集合。如果不像克里斯多弗•斯坦纳那样退一步看,人们很难意识到算法近几年来的发展多么迅猛、影响多么深远,也无法认识到它对现代文明的影响。斯坦纳的著作《自动化:算法统治世界》(Automate This: How Algorithms Came to Rule Our World)阐明了这些问题。

    斯坦纳原是《福布斯》(Forbes )撰稿人,三年前他决定阐释交易算法(其最简单的形式是,根据操作者输入的数据决定何时买/卖)对华尔街的巨大影响。那时,极为复杂的交易机器人程序已经变革了金融市场。随后斯坦纳又决定将他的报道拓展到金融领域之外,结果就写成了这样一本无所不包的著作,描绘机器开始统治包括婚恋交友服务、音乐、医药在内的各行各业的情形。

    In the morning you wake up and check your Gmail, which is sorted for you courtesy of a proprietary Google (GOOG) bot. At lunchtime you read sports gossip on Deadspin, which deploys another set of proprietary algorithms to promote the most prolific commenters. After dinner you pick a movie from a menu of choices that a friendly Netflix (NFLX) algorithm queued up for you based on its record of your cinematic taste. Other algorithms help determine which streets we drive, the music we hear, and which way stocks move.

    In short, algorithms are taking over our lives. An algorithm is simply a piece of software code that operates like a decision tree, considering multiple variables and then spitting out a decision or recommendation. (A bot is typically a collection of algorithms.) Without taking a step back, as Christopher Steiner does in Automate This: How Algorithms Came to Rule Our World, it's hard to appreciate how fast and far algorithms have come in recent years, and what the consequences are for modern culture.

    Steiner, a former Forbes writer, set out three years ago to explain how trading algorithms (which, in their simplest form, make buy/sell decisions based on various data inputs) had overtaken Wall Street. By that time, wildly complex trading bots had transformed financial markets. Steiner then decided to expand his reporting outside finance. The result is an encompassing tale of how industries as diverse as dating services, music and medicine all came to be ruled by machines.

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