Astral Codex Ten Podcast feed 2024年07月17日
Rule Thinkers In, Not Out
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本文探讨了科学发现的价值与风险,并以天才人物的错误案例说明了即使是天才也会犯错。作者认为,即使科学假设生成器只有10%的成功率,它仍然是最有价值的物品,因为即使是微小的成功也能带来巨大的价值。作者同时强调,天才往往会提出与传统智慧相悖的离经叛道的想法,并执着地追求它们,但这并不意味着他们不会犯错。

🤔 **科学发现的价值:** 假设生成器即使只有很低的成功率,例如0.1%,也能带来巨大的价值,因为即使一个正确的假设也能带来巨大的突破。例如,即使假设生成器只有1%的成功率,它也能帮助我们找到癌症的治疗方法。

💡 **天才也会犯错:** 作者列举了众多天才人物的错误案例,例如,Linus Pauling 认为维生素 C 可以治愈一切疾病,Isaac Newton 花费了大量时间研究奇怪的圣经密码,Nikola Tesla 追求无法实现的能量束等等。这些例子表明,即使是最聪明的人也会犯错。

🤯 **科学发现的风险:** 作者认为,天才往往会提出与传统智慧相悖的离经叛道的想法,并执着地追求它们,但这并不意味着他们不会犯错。例如,Lynn Margulis 发现了线粒体内共生,但同时也相信 9-11 事件是阴谋,并质疑 HIV 是艾滋病的病因。

🚀 **科学发现的本质:** 作者认为,科学发现是一个充满风险和机遇的过程。天才人物往往会提出大胆的假设,并为之付出巨大的努力,即使他们最终失败了,他们的尝试也为科学发展做出了贡献。

🧪 **科学发现的启示:** 作者提醒我们,科学发现是一个不断探索和尝试的过程,即使是最聪明的人也会犯错。重要的是要保持开放的心态,敢于挑战传统,并不断探索新的可能性。

Imagine a black box which, when you pressed a button, would generate a scientific hypothesis. 50% of its hypotheses are false; 50% are true hypotheses as game-changing and elegant as relativity. Even despite the error rate, it’s easy to see this box would quickly surpass space capsules, da Vinci paintings, and printer ink cartridges to become the most valuable object in the world. Scientific progress on demand, and all you have to do is test some stuff to see if it’s true? I don’t want to devalue experimentalists. They do great work. But it’s appropriate that Einstein is more famous than Eddington. If you took away Eddington, someone else would have tested relativity; the bottleneck is in Einsteins. Einstein-in-a-box at the cost of requiring two Eddingtons per insight is a heck of a deal.

What if the box had only a 10% success rate? A 1% success rate? My guess is: still most valuable object in the world. Even an 0.1% success rate seems pretty good, considering (what if we ask the box for cancer cures, then test them all on lab rats and volunteers?) You have to go pretty low before the box stops being great.

I thought about this after reading this list of geniuses with terrible ideas. Linus Pauling thought Vitamin C cured everything. Isaac Newton spent half his time working on weird Bible codes. Nikola Tesla pursued mad energy beams that couldn’t work. Lynn Margulis revolutionized cell biology by discovering mitochondrial endosymbiosis, but was also a 9-11 truther and doubted HIV caused AIDS. Et cetera. Obviously this should happen. Genius often involves coming up with an outrageous idea contrary to conventional wisdom and pursuing it obsessively despite naysayers. But nobody can have a 100% success rate. People who do this successfully sometimes should also fail at it sometimes, just because they’re the kind of person who attempts it at all. Not everyone fails. Einstein seems to have batted a perfect 1000 (unless you count his support for socialism). But failure shouldn’t surprise us.

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科学发现 天才 错误 风险 价值
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