Astral Codex Ten Podcast feed 2024年07月17日
Neurons and Intelligence: A Birdbrained Perspective
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传统观点认为,大脑相对于身体的大小更能决定智力,但这一理论并非完美。大象虽然拥有庞大的大脑,但它们的智力并不比人类高。新的研究表明,智力可能与大脑的结构和神经元组织方式有关,而非单纯的大小。这一发现对于理解动物智能和预测人工智能的发展具有重要意义。

🧠 大象的大脑虽然体积大,但相对于它们的身体大小,并不算异常。传统理论认为,控制大型身体需要更大的大脑,但实际上并非如此。

🦎 恐龙的大脑只有榛子大小,但它们的生活并未受到太大影响。这表明大脑大小与智力之间并非绝对相关。

🐁 脑体比最高的动物是鼩鼱,但它们的智力并不是最高的,这挑战了脑体比作为智力衡量标准的有效性。

🐒 猴子的脑化商(EQ)高于黑猩猩,但智力却不如黑猩猩,说明脑化商也不是衡量智力的完美指标。

🐦 鸟类的大脑虽然小,但有些鸟类表现出极高的智力,如乌鸦使用工具,鸣禽有原始语言,鹦鹉能学人类语言。这表明智力可能与大脑结构的不同有关。

Elephants have bigger brains than humans, so why aren’t they smarter than we are?

The classic answer has been to play down absolute brain size in favor of brain size relative to body. Sometimes people justify this as “it takes a big brain to control a body that size”. But it really doesn’t. Elephants have the same number of limbs as mice, operating on about the same mechanical principles. Also, dinosaurs had brains the size of walnuts and did fine. Also, the animal with the highest brain-relative-to-body size is a shrew.

The classic answer to that has been to look at a statistic called “encephalization quotient”, which compares an animal’s brain size to its predicted brain size given an equation that fits most animals. Sometimes people use brain weight = constant x (body weight)^0.66, where the constant varies depending on what kind of animal you’re talking about. The encephalization quotient mostly works, but it’s kind of a hack. Also, capuchin monkeys have higher EQ than chimps, but are not as smart. Also, some birds have lower encephalization quotients than small mammals, but are much smarter.

So although EQ usually does a good job predicting intelligence, it’s definitely not perfect, and it doesn’t tell us what intelligence is.

A new AI Impacts report on animal intelligence, partly based on research by Suzana Herculano-Houzel, starts off here. If we knew what made some animals smarter than others, it might help us figure out what intelligence is in a physiological sense, and that might help us predict the growth of intelligence in future AIs.

AII focuses on birds. Some birds are very intelligent: crows can use tools, songbirds seem to have a primitive language, parrots can learn human speech. But birds have tiny brains, whether by absolute standards or EQ. They also have very different brains than mammals: while mammals have a neocortex arranged in a characteristic pattern of layers, birds have a different unlayered structure called the pallium with neurons “organized into nuclei”. So bird intelligence is surprising both because of their small brains, and because it suggests high intelligence can arise in brain structures very different from our own.

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大脑大小 智力 脑体比 脑化商 鸟类智能
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