问自己一些愚蠢的问题——然后回答它们!

Terence Tao 2007-05-06

问自己一些愚蠢的问题——然后回答它们!

不要只是阅读它;要与它斗争!提出你自己的问题,寻找你自己的例子,发现你自己的证明。这个假设是必要的吗?逆命题成立吗?在经典特殊情况下会发生什么?退化情况又如何?证明在哪里使用了这个假设?

(保罗·哈尔莫斯,“我想成为一名数学家”)

当你学习数学时,无论是在书籍中还是在讲座中,你通常只看到最终产品——非常精炼、巧妙和优雅的数学主题呈现。

然而,发现数学的过程要混乱得多,充满了对天真、无果或无趣方向的追求。

虽然很容易忽略所有这些”失败”的探究路线,但实际上它们对于一个人对主题的更深层次理解至关重要,并且(通过排除过程)最终锁定正确的推进方式。

因此,一个人应该不害怕问”愚蠢”的问题,挑战一个主题的传统智慧;这些问题的答案偶尔会带来令人惊讶的结论,但更常见的是,它们只会告诉你为什么传统智慧首先存在,这非常值得了解。

例如:

  • 给定一个主题中的标准引理,你可以问如果删除一个假设会发生什么,或者尝试加强结论
  • 如果一个简单结果通常通过方法X证明,你可以问是否可以通过方法Y来证明
  • 新证明可能不如原始证明优雅,或者可能根本不起作用,但无论哪种情况,它都倾向于阐明方法X和Y的相对能力,这在证明不太标准的引理时可能很有用

在听研讨会时,提出”愚蠢”但建设性的问题来帮助澄清演讲中的一些基本问题也是可以接受的(例如,在论证中陈述X是否意味着陈述Y,或者反之亦然;演讲者引入的术语是否与你已经知道的听起来非常相似的术语有关;等等)。如果你不问,你可能会在演讲的剩余时间里迷失方向;通常演讲者会感谢反馈(这表明至少有一位听众在认真听讲!)并有机会更好地解释事情,既对你也是对听众中的其他人。然而,那些不会立即增强演讲流畅度的问题可能最好留到演讲结束后再问。

另见:

还有:

马丁·施瓦茨,“愚蠢在科学研究中的重要性”,《细胞科学杂志》2008年121期:1771页。

Ask yourself dumb questions – and answer them!

Don’t just read it; fight it! Ask your own questions, look for your own examples, discover your own proofs. Is the hypothesis necessary? Is the converse true? What happens in the classical special case? What about the degenerate cases? Where does the proof use the hypothesis?

(Paul Halmos, “I want to be a mathematician”)

When you learn mathematics, whether in books or in lectures, you generally only see the end product – very polished, clever and elegant presentations of a mathematical topic.

However, the process of discovering new mathematics is much messier, full of the pursuit of directions which were naïve, fruitless or uninteresting.

While it is tempting to just ignore all these “failed” lines of inquiry, actually they turn out to be essential to one’s deeper understanding of a topic, and (via the process of elimination) finally zeroing in on the correct way to proceed.

So one should be unafraid to ask “stupid” questions, challenging conventional wisdom on a subject; the answers to these questions will occasionally lead to a surprising conclusion, but more often will simply tell you why the conventional wisdom is there in the first place, which is well worth knowing.

For instance:

  • Given a standard lemma in a subject, you can ask what happens if you delete a hypothesis, or attempt to strengthen the conclusion
  • If a simple result is usually proven by method X, you can ask whether it can be proven by method Y instead
  • The new proof may be less elegant than the original, or may not work at all, but in either case it tends to illuminate the relative power of methods X and Y, which can be useful when the time comes to prove less standard lemmas

It’s also acceptable, when listening to a seminar, to ask “dumb” but constructive questions to help clarify some basic issue in the talk (e.g. whether statement X implied statement Y in the argument, or vice versa; whether a terminology introduced by the speaker is related to a very similar sounding terminology that you already knew about; and so forth). If you don’t ask, you might be lost for the remainder of the talk; and usually speakers appreciate the feedback (it shows that at least one audience member is paying attention!) and the opportunity to explain things better, both to you and to the rest of the audience. However, questions which do not immediately enhance the flow of the talk are probably best left to after the end of the talk.

See also:

There is also:

Martin Schwartz, “The importance of stupidity in scientific research”, Journal of Cell Science 2008 121: 1771.