Remember that you are looking for subtle, human details that are impossible to capture with charts and numbers, so try to rely on your ability to smell and feel a situation. Be what AI cannot do.
作者强调人工智能如何发展,都不能完全替代人类。提出了thick data这种数据分类的说法,与之对应的是thin data,那种隐藏在屏幕背后,用表格和数字来揣测人类行为的数据。
一家食品商利用专家系统(类似AI)改进自身生产线,用算法作出理论上最完美的汤,结果呢?汤尝起来糟糕极了。尽管是早期案例,在今天仍然适用。Complex systems have many intangible aspects that are easily dismissed with even the most computationally advanced techniques.
Being human is still pretty cool, so fuck the AIs!
作者特意提示,不要陷入以下三个思维误区:
1. Thinking like a classical engineer
and believing there's got to be only one way to build it right
2. Thinking like a classical desinger
and believing your solution is the one that all will bow down to and adapt
3. Thinking like a senior leader
and believing that what worked well in the past is obviously applicable yet again
科班出身、身居高位也许确实会令人丧失吐故纳新的勇气。
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