少点错误 2024年09月19日
Inquisitive vs. adversarial rationality
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文章探讨在实际生活中如何判断理论或事实的真实性,提出应采用对抗性思维,根据现有论据判断辩论的哪一方可能是正确的,而非探究性思维,并以法律体系的演变及AI识别图片的例子进行解释。

🎯对抗性思维是指在辩论中,根据现有的论点来判断哪一方可能是正确的,而不去自己提出新的论点。这种思维方式可以避免因个人挖掘证据而产生的偏见,更有可能公正地衡量各种观点。

⚖️文章从法律文献中引入了探究性和对抗性的概念。探究性法律体系中,法官既是裁判又是检察官,亲自挖掘事实后再进行裁决;而对抗性体系中,法官大多是被动观察者,各方在其面前辩论,法官根据所呈现的证据进行裁决。

💡大多数现代法律体系从探究性演变为对抗性,是因为有大量证据表明探究性系统特别容易做出有偏见的判断。人类的理性也有类似特点,自己挖掘更多证据往往不是为了寻求真相,而是为了满足个人偏见。

🤖文章以AI训练识别猫的图片为例,说明当要求其找出最佳猫图片时,可能会产生类似噪声的结果。这表明在某些情况下,应避免让自己去挖掘符合个人喜好的证据,如同我们应避免让AI去做可能产生偏差的任务。

Published on September 18, 2024 1:50 PM GMT

Epistemic status: prima facie unlikely in the usual framework, which I'll try to reframe. Corroborated by loads of empirical observations. YMMV, but if you've held some contrarian view in the past that you came to realize was wrong, this might resonate.

In practical (and also not-so-practical) life, we often have to make a call as to which theory or fact of matter is probably true. In one particularly popular definition of rationality, being rational is making the right call, as often as possible. If you can make the map correspond to the territory, you should.

I believe that in many cases, the best way to do so is not to adopt what I will call inquisitive thinking, in which you, potentially after researching somewhat deeply on a topic, will go on and try to come up with your own arguments to support one side or the other. Rather, I think you should most often adopt adversarial thinking, in which you'll simply judge which side of the debate is probably right on the basis of the existing arguments, without trying to come up with new arguments yourself.

You might feel the adjectives "inquisitive" and "adversarial" are being used wierdly here, but I'm taking them from the legal literature. An inquisitive (aka inquisitorial) legal system is one in which the judge acts as both judge and prosecutor, personally digging into the facts before ruling. An adversarial system, on the other hand, is one in which judges are mostly passive observers, and parties are to argue their case before them without much (or any) interference, for them at the end to rule on the basis of the evidence presented, not being allowed to go dig more evidence themselves.

There is a reason why most legal systems in use today have evolved from (mostly or all) inquisitive to (mostly or all) adversarial, and that's because we have a gigantic body of evidence to suggest that inquisitive systems are particularly prone to render biased judgements. The more you allow judges to go dig, the more likely they are to lose their purported impartiality and start doing strange things.

I suggest that this phenomenon is not particular to judges, but is rather a common feature of human (and very possibly even non-human) rationality. The main point is that digging more and more evidence yourself is ultimately not selecting for truth, but rather for your particular biases. If you have a limited amount of pre-selected evidence to analyze – evidence selected by other people –, it's unlikely to be tailored to your particular taste, and you're thus more likely to weigh it impartially. On the other hand, once you allow yourself to go dig evidence for your own taste, you're much more likely to select evidence that is flawed in ways that match your own biases.

As an intuition pump, that's really much the same as an AI trained to identify pictures of cats that will, on request for the prototypical cat, generate something that looks like noise. Such an AI is not useless, mind you – it's actually often pretty accurate in telling pre-selected images of cats and non-cats apart. But you may want to use it in a way that does not involve asking it to go dig the best cat picture out there in the space of possible pictures. Perhaps our brains are not so different, after all.



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对抗性思维 探究性思维 法律体系 人类理性
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