Astral Codex Ten Podcast feed 2024年07月17日
The Low-Hanging Fruit Argument: Models And Predictions
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文章通过比喻探讨科学研究的进程,提出科学家如同觅食者,初期易发现新知,随后需远行探索。引入身高差异象征智力,不同人能触及的知识层次不同,且受限于人类寿命,探索范围有限。

🌳 科学家探索新知的过程被比喻为觅食者寻找食物,初期容易发现成果,随着时间推移,需更远距离的探索。

🚶‍♂️ 觅食者初期在营地附近觅食,随着时间推移,觅食范围逐渐扩大,最终需要远征。

👨‍🦽 智力的引入使得探索模型更加丰富,高智力者能触及其他人无法达到的知识层面,如同高个子摘取高处的果实。

🌌 人类寿命的限制如同夜晚的狼,限制了探索的最大范围,即科学家一生所能探索的距离。

🌟 文章通过这些隐喻,生动地描绘了科学探索的难度和多样性,以及个体在其中的作用。

https://astralcodexten.substack.com/p/the-low-hanging-fruit-argument-models

A followup to Contra Hoel On Aristocratic Tutoring:

Imagine scientists venturing off in some research direction. At the dawn of history, they don’t need to venture very far before discovering a new truth. As time goes on, they need to go further and further.

Actually, scratch that, nobody has good intuitions for truth-space. Imagine some foragers who have just set up a new camp. The first day, they forage in the immediate vicinity of the camp, leaving the ground bare. The next day, they go a little further, and so on. There’s no point in traveling miles and miles away when there are still tasty roots and grubs nearby. But as time goes on, the radius of denuded ground will get wider and wider. Eventually, the foragers will have to embark on long expeditions with skilled guides just to make it to the nearest productive land.

Let’s add intelligence to this model. Imagine there are fruit trees scattered around, and especially tall people can pick fruits that shorter people can’t reach. If you are the first person ever to be seven feet tall, then even if the usual foraging horizon is very far from camp, you can forage very close to camp, picking the seven-foot-high-up fruits that no previous forager could get. So there are actually many different horizons: a distant horizon for ordinary-height people, a nearer horizon for tallish people, and a horizon so close as to be almost irrelevant for giants.

Finally, let’s add the human lifespan. At night, the wolves come out and eat anyone who hasn’t returned to camp. So the the maximum distance anyone will ever be able to forage is a day’s walk from camp (technically half a day, so I guess let’s imagine that everyone can teleport back to camp whenever they want).

 

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科学探索 低垂果实论 智力差异 人类寿命限制
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