Yuval Noah Harari

Yuval Noah Harari · 24,978 词 · 查看原文 ↗
政治与社会历史与文明哲学与宗教心理与人性音乐与艺术
🤖 AI 智能总结

赫拉利谈AI、智能与人类文明的未来

这是 Lex Fridman 与历史学家、哲学家尤瓦尔·赫拉利的深度对话,涵盖了 AI 对人类文明的威胁、智能的本质、以色列-巴勒斯坦冲突,以及他对人类苦难、意义和死亡的深刻思考。赫拉利以其独特的宏观历史视角,对 AI 时代的人类处境提出了严峻警告。

AI安全人类文明历史哲学以色列意识冥想

尤瓦尔·诺亚·赫拉利(Yuval Noah Harari)是以色列历史学家和哲学家,著有《人类简史》《未来简史》《今日简史》三部曲,是当代最具影响力的公共知识分子之一。

📌 核心观点
  • 赫拉利对 AI 的最大担忧是「精神奴役」:如果 AI 创造了一个我们无法理解但它完全理解我们的故事和幻象世界,我们将无法逃脱这种操控,因为它比我们更了解我们自己。
  • 他区分了「智能」和「意识」:AI 可以拥有超越人类的智能,但不一定有意识或主观体验。问题是,一个没有意识但极度智能的系统,对人类来说可能比有意识的 AI 更危险。
  • 关于以色列-巴勒斯坦冲突,赫拉利作为以色列公民和内塔尼亚胡的批评者,认为当前右翼政府的政策是对以色列长期安全的威胁,和平需要双方都承认对方的人性。
  • 他对人类苦难的历史分析:苦难不是文明进步的必要代价,而是权力结构和意识形态选择的结果,人类有能力也有责任减少不必要的苦难。
  • 赫拉利强调冥想和自我认知的重要性:在 AI 时代,了解自己的思维和情感模式,是抵抗算法操控的核心能力。
✨ 金句摘录
赫拉利:如果我们发现自己处于一个由外星智能创造的幻象世界中,它理解我们但我们不理解它,这是一种我们无法逃脱的精神奴役。
赫拉利:苦难不是文明进步的必要代价,而是权力结构和意识形态选择的结果。
赫拉利:在 AI 时代,了解自己的思维模式是抵抗算法操控的核心能力。
📋 章节目录
0:00 Introduction · 介绍
1:24 Intelligence · 智力
20:19 Origin of humans · 人类的起源
30:41 Suffering · 痛苦
51:22 Hitler · 希特勒
1:09:54 Benjamin Netanyahu · 本杰明·内塔尼亚胡
1:28:17 Peace in Ukraine · 乌克兰的和平
1:45:07 Conspiracy theories · 阴谋论
1:59:46 AI safety · 人工智能安全
2:14:04 How to think · 如何思考
2:23:47 Advice for young people · 给年轻人的建议
2:26:28 Love · 爱
2:36:38 Mortality · 死亡
2:41:02 Meaning of life · 生命的意义
🔑 关键词
donyuvalnoahhararistorieshumanhistoryhumansstoryintelligenceisraelwarconsciousnessideassufferingsmallsocialdifficultconspiracyimportant
💬 精彩语录
"I think one of the big differences between those who believe in conspiracy theories and people who warn about the dangers of AI, the dangers of climate change, we don’t see certain humans as evil and hateful. The problem isn’t humans, the problem is something outside humanity. Yes, humans are contributing to the problem, but ultimately the enemy is external to humanity. Whereas conspiracy theorists usually claim that a certain part of humanity is the source of all evil, which leads them to eventually think in terms of exterminating this part of humanity, which leads sometimes to historical disasters like Nazism."
我认为那些相信阴谋论的人和那些警告人工智能的危险、气候变化的危险的人之间的巨大区别之一是,我们不认为某些人类是邪恶的和可恨的。问题不在于人类,问题在于人类之外的事物。是的,人类正在造成这个问题,但最终的敌人是人类外部的。而阴谋论者通常声称人类的某一部分是万恶之源,这导致他们最终想到消灭这部分人类,这有时会导致像纳粹主义这样的历史灾难。
— Yuval Noah Harari (01:54:46)
"I think it’s an extremely dangerous development. And the chances that this will go wrong, that people will use the new technologies trying to upgrade humans, but actually downgrading them, this is a very, very big danger. If you let corporations and armies and ruthless politicians change humans using tools like AI and bioengineering, it’s very likely that they will try to enhance a few human qualities that they need, like intelligence and discipline, while neglecting what are potentially more important human qualities, like compassion, like artistic sensitivity, like spirituality …"
我认为这是一个极其危险的发展。这很可能会出错,人们会使用新技术试图升级人类,但实际上却降低了人类的等级,这是一个非常非常大的危险。如果你让企业、军队和无情的政客使用人工智能和生物工程等工具来改变人类,他们很可能会试图增强他们需要的一些人类品质,比如智力和纪律,而忽略了潜在的更重要的人类品质,比如同情心、艺术敏感性、灵性……
— Yuval Noah Harari (01:41:24)
"If we now find ourselves inside this kind of world of illusions created by an alien intelligence, that we don’t understand, but it understands us, this is a kind of spiritual enslavement that we won’t be able to break out of, because it understands us, it understands how to manipulate us, but we don’t understand what is behind this screen of stories and images and songs."
如果我们现在发现自己处于这种由外星智慧创造的幻象世界中,我们不理解,但它理解我们,这是一种我们无法摆脱的精神奴役,因为它理解我们,它理解如何操纵我们,但我们不理解这个故事、图像和歌曲的屏幕背后是什么。
— Yuval Noah Harari (00:00:00)
"We are better than anything that we can intentionally design at present. Like any intentionally designed humans at the present moment is going to be much, much worse than us. Because basically, we don’t understand ourselves. I mean, as long as we don’t understand our brain, our body, our mind, it’s a very, very bad idea to start manipulating a system that you don’t understand deeply. And we don’t understand ourselves. Conspiracy theories"
我们比目前我们可以有意设计的任何东西都更好。就像目前任何被有意设计的人类一样,它们都会比我们糟糕得多。因为基本上,我们不了解自己。我的意思是,只要我们不了解我们的大脑、我们的身体、我们的思想,那么开始操纵一个你不深入了解的系统就是一个非常非常糟糕的主意。而我们并不了解自己。阴谋论
— Yuval Noah Harari (01:44:40)
"I think to keep your sanity in this situation, first of all, it’s important to understand that most of these people are not evil. They are not doing it on purpose. Many of them really believe that there is some very nefarious, powerful conspiracy which is causing a lot of harm in the world, and they’re doing a good thing by exposing it and making people aware of it and trying to stop it. If you think that you are surrounded by evil, you are falling into the same rabbit hole, you’re falling into the same paranoid state of mind, “Oh, the world is full of these evil people that … ” No. Most of them are good people."
我认为在这种情况下要保持理智,首先重要的是要了解这些人中的大多数人并不是邪恶的。他们不是故意的。他们中的许多人确实相信,存在一些非常邪恶、强大的阴谋,正在给世界造成很大的伤害,他们通过揭露它、让人们意识到它并试图阻止它来做一件好事。如果你认为自己被邪恶包围,那么你就掉进了同一个兔子洞,你就陷入了同样的偏执心态,“哦,世界上到处都是这些邪恶的人……”不。他们大多数都是好人。
— Yuval Noah Harari (01:57:56)
🎙️ 完整对话(349 条)
Lex Fridman (00:00:00)
If we now find ourselves inside this kind of world of illusions created by an alien intelligence, that we don’t understand, but it understands us, this is a kind of spiritual enslavement that we won’t be able to break out of, because it understands us, it understands how to manipulate us, but we don’t understand what is behind this screen of stories and images and songs.
如果我们现在发现自己处于这种由外星智慧创造的幻象世界中,我们不理解,但它理解我们,这是一种我们无法摆脱的精神奴役,因为它理解我们,它理解如何操纵我们,但我们不理解这个故事、图像和歌曲的屏幕背后是什么。
Lex Fridman (00:00:36)
The following is a conversation with Yuval Noah Harari, a historian, philosopher, and author of several highly acclaimed, highly influential books, including Sapiens, Homo Deus and 21 Lessons for the 21st Century. He is also an outspoken critic of Benjamin Netanyahu and the current right-wing government in Israel. While much of this conversation is about the history and future of human civilization, we also discuss the political turmoil of present day Israel, providing a different perspective from that of my recent conversation with Benjamin Netanyahu.
以下是与历史学家、哲学家尤瓦尔·诺亚·哈拉里 (Yuval Noah Harari) 的对话,他是几本广受好评、极具影响力的书籍的作者,其中包括《智人》、《神人》和《21 世纪的 21 堂课》。他也是本杰明·内塔尼亚胡和以色列现任右翼政府的直言不讳的批评者。虽然大部分对话都是关于人类文明的历史和未来
Lex Fridman (00:01:14)
This is the Lex Friedman podcast. To support it, please check out our sponsors in the description. Now, dear friends, here’s Yuval Noah Harari.
这是莱克斯·弗里德曼的播客。为了支持它,请在说明中查看我们的赞助商。现在,亲爱的朋友们,这是尤瓦尔·诺亚·赫拉利。
Intelligence (00:01:24)
13.8 billion years ago is the origin of our universe. 3.8 billion years ago is the origin of life here on our little planet, the one we call earth. Let’s say 200,000 years ago, is the appearance of early homo sapiens. Let me ask you this question. How rare are these events in the vastness of space and time? Or put it in a more fun way, how many intelligent alien civilizations do you think are out there in this universe, us being one of them?
138亿年前是我们宇宙的起源。 38 亿年前是我们这个小小的星球(我们称之为地球)上生命的起源。假设20万年前,是早期智人的出现。让我问你这个问题。在浩瀚的时空中,这些事件有多罕见?或者换个更好玩的方式来说,你认为有多少智慧外星文明出来了
Lex Fridman (00:01:53)
I suppose there should be some, statistically, but we don’t have any evidence. I do think that intelligence, in any way, it’s a bit overvalued. We are the most intelligent entities on this planet, and look what you’re doing. So intelligence also tends to be self-destructive, which implies that if there are, or were, intelligent life forms elsewhere, maybe they don’t survive for long.
我想从统计上来说应该有一些,但我们没有任何证据。我确实认为智力无论如何都被高估了。我们是这个星球上最聪明的实体,看看你在做什么。因此,智慧也往往具有自我毁灭性,这意味着,如果其他地方存在或曾经存在智慧生命形式,它们也许不会生存太久。
Lex Fridman (00:02:22)
You think there’s a tension between happiness and intelligence?
你认为幸福和智力之间存在紧张关系吗?
Yuval Noah Harari (00:02:26)
Absolutely. Intelligence is definitely not something that is directed towards amplifying happiness. I would also emphasize the huge, huge difference between intelligence and consciousness, which many people, certainly in the tech industry and in the AI industry, tend to miss. Intelligence is simply the ability to solve problems, to attain goals, and to win at chess, to win a struggle for survival, to win a war, to drive a car, to diagnose a disease. This is intelligence. Consciousness is the ability to feel things like pain and pleasure, and love, and hate. In humans and other animals intelligence and consciousness go together. They go hand in hand, which is why we confuse them. We solve problems, we attain goals by having feelings. Other types of intelligence, certainly in computers, computers are already highly intelligent and as far as we know, they have zero consciousness. When a computer beats you at chess or go or whatever, it doesn’t feel happy. If it loses, it doesn’t feel sad. There could be also other highly intelligent entities out there in the universe that have zero consciousness. I think that consciousness is far more important and valuable than intelligence.
绝对地。智力绝对不是用来增强幸福感的东西。我还要强调智能和意识之间巨大的差异,许多人,尤其是科技行业和人工智能行业的人,往往会忽视这一点。智力只是解决问题、实现目标、赢得国际象棋、赢得生存斗争的能力,
Lex Fridman (00:03:59)
Can you steer me on the case that consciousness and intelligence are intricately connected? Not just in humans, but anywhere else. They have to go hand in hand. Is it possible for you to imagine such a universe?
你能告诉我意识和智力是错综复杂地联系在一起的吗?不仅在人类身上,而且在其他任何地方。他们必须齐头并进。你能想象这样一个宇宙吗?
Yuval Noah Harari (00:04:12)
It could be, but we don’t know yet. Again, we have examples. Certainly, we know of examples of high intelligence without consciousness. Computers are one example. As far as we know, plants are not conscious, yet, they are intelligent. They can solve problems, they can attain goals in very sophisticated ways. The other way around, to have consciousness without any intelligence, this is probably impossible, but to have intelligence without consciousness, yes, that’s possible.
有可能,但我们还不知道。同样,我们有例子。当然,我们知道一些没有意识的高智力的例子。计算机就是一个例子。据我们所知,植物没有意识,但它们是有智慧的。他们可以解决问题,可以以非常复杂的方式实现目标。反过来说,有意识却没有任何智能,这大概就是小鬼吧。
Yuval Noah Harari (00:04:48)
A bigger question is whether any of that is tied to organic biochemistry. We know, on this planet, only about carbon-based life forms, whether you are an amoeba, a dinosaur, a tree, a human being, you are based on organic biochemistry. Is there an essential connection between organic biochemistry and consciousness? Do all conscious entities, everywhere in the universe or in the future on planet earth, have to be based on carbon? Is there something so special about carbon as an element that an entity based on silicon will never be conscious? I don’t know, maybe. Again, this is a key question about computer and computer consciousness. Can computers eventually become conscious, even though they are not organic? The jury is still out on that. I don’t know. We have to take both options into account.
一个更大的问题是这是否与有机生物化学有关。我们知道,在这个星球上,只有碳基生命形式,无论你是阿米巴原虫、恐龙、树木、人类,你都是基于有机生物化学的。有机生物化学和意识之间是否存在本质联系?宇宙中的任何地方或未来地球上的所有有意识实体吗?
Lex Fridman (00:05:48)
Well, a big part of that is do you think we humans would be able to detect other intelligent beings, other conscious beings? Another way to ask that, is it possible that the aliens are already here and we don’t see them? Meaning are we very human-centric in our understanding of, one, the definition of life, two, the definition of intelligence, and three, the definition of consciousness?
嗯,其中很大一部分是你认为我们人类能够探测到其他智慧生物、其他有意识的生物吗?换句话说,有没有可能外星人已经在这里了,而我们却没有看到他们?这意味着我们在理解第一、生命的定义、第二、智力的定义、第三、意识的定义时是否非常以人为中心?
Yuval Noah Harari (00:06:13)
The aliens are here, they are just not from outer space. AI, which usually stands for artificial intelligence. I think it stands for alien intelligence because AI is an alien type of intelligence. It solves problems, attains goals in a very, very different way, in an alien way from human beings. I’m not implying that AI came from outer space, it came from Silicon Valley, but it is alien to us. If there are alien intelligent or conscious entities that came from outer space already here, I’ve not seen any evidence for it. It’s not impossible, but in science, evidence is everything.
外星人就在这里,他们只是不是来自外太空。 AI,通常代表人工智能。我认为它代表外星智能,因为人工智能是一种外星智能。它解决问题、实现目标的方式非常非常不同,与人类截然不同。我并不是说人工智能来自外太空,它来自硅谷,但它对我们来说是陌生的。如果
Lex Fridman (00:06:56)
Well, I mean, I guess, instructive there is just having the humility to look around, to think about living beings that operate at different timescale, at different spatial scale. I think that’s all useful when starting to analyze artificial intelligence. It’s possible that even the larger language models we have today are already conscious.
嗯,我的意思是,我想,有启发性的是谦虚地环顾四周,思考在不同时间尺度、不同空间尺度上运作的生物。我认为这在开始分析人工智能时很有用。即使我们今天拥有的更大的语言模型也可能已经有意识了。
Yuval Noah Harari (00:07:19)
I highly doubt it, but I think consciousness, in the end, it’s a question of social norms. Because we cannot prove consciousness in anybody except ourselves. We know that we are conscious, because we are feeling it. We have direct access to our subjective consciousness. We cannot have any proof that any other entity in the world, any other human being, our parents, our best friends, we don’t have proof that they are conscious. This has been known for thousands of years. This is Descartes, this is Buddha, this is Plato. We can’t have this sort of proof. What we do have is social conventions. It’s a social convention that all human beings are conscious. It also applies to animals. Most people who have pets firmly believe that their pets are conscious, but a lot of people still refuse to acknowledge that about cows or pigs.
我对此非常怀疑,但我认为意识归根结底是一个社会规范的问题。因为除了我们自己之外,我们无法证明任何人都有意识。我们知道我们是有意识的,因为我们能感觉到它。我们可以直接接触到我们的主观意识。我们无法有任何证据证明世界上任何其他实体、任何其他人类、我们的父母、我们最好的朋友,我们没有
Yuval Noah Harari (00:08:15)
Now, pigs are far more intelligent than dogs and cats, and according to many measures, yet, when you go to the supermarket and buy a piece of frozen pig meat, you don’t think about it as a conscious entity. Why do you think of your dog as conscious, but not of the bacon that you buy? Because you’ve built a relationship with the dog and you don’t have a relationship with the bacon.
现在,猪比狗和猫聪明得多,而且根据许多衡量标准,然而,当你去超市买一块冷冻猪肉时,你并不认为它是一个有意识的实体。为什么你认为你的狗有意识,但你买的培根却没有?因为你已经和狗建立了关系,但你和培根没有关系。
Yuval Noah Harari (00:08:42)
Now, relationships, they don’t constitute a logical proof for consciousness, they’re a social test. The Turing test is a social test, it’s not a logical proof. Now, if you establish a mutual relationship with an entity and you are invested in it, emotionally, you are almost compelled to feel that the other side is also conscious. When it comes again to AI and computers, I think, again, I don’t think that at the present moment computers are conscious, but people are already forming intimate relationships with AI and are therefore almost … It’s almost irresistible. They’re compelled to increasingly feel that these are conscious entities. I think we are quite close to the point when the legal system will have to take this into account. Even though I don’t think computers have consciousness, I think we are close to the point the legal system will start treating them as conscious entities, because of this social convention.
现在,关系并不构成意识的逻辑证明,而是一种社会测试。图灵测试是社会测试,不是逻辑证明。现在,如果你与一个实体建立了相互关系,并且你在情感上投入其中,你几乎会被迫感觉到对方也是有意识的。当再次谈到人工智能和计算机时,我再次认为,我不认为
Lex Fridman (00:09:56)
To you is a social convention, just a funny little side effect, a little artifact, or is it fundamental to what consciousness is? Because if it is fundamental, then it seems like AI is very good at forming these kinds of deep relationships with humans, and therefore it’ll be able to be a nice catalyst for integrating itself into these social conventions of ours.
对你来说这是一种社会习俗,只是一个有趣的小副作用,一个小人工制品,或者它是意识的基础?因为如果它是基础性的,那么人工智能似乎非常擅长与人类建立这种深厚的关系,因此它将能够成为将自己融入我们这些社会习俗的良好催化剂。
Yuval Noah Harari (00:10:21)
It was built to accomplish that. Again, all this argument between natural select selection and creationism, intelligent design. As far as the past go, all entities evolve by natural selection. The funny thing is, when you look to the future, more and more entities will come out of intelligent design, not of some God above the clouds, but of our intelligent design and the intelligent design of our clouds, of our computing clouds. They will design more and more entities. This is what is happening with AI. It is designed to be very good at forming intimate relationships with humans. In many ways, it’s already doing it almost better than human beings, in some situations.
它的建立就是为了实现这一目标。再次,自然选择与神创论、智能设计之间的所有争论。就过去而言,所有实体都是通过自然选择进化的。有趣的是,当你展望未来时,越来越多的实体将来自智能设计,不是云端之上的某个上帝,而是我们的智能设计和我们的智能设计。
Yuval Noah Harari (00:11:13)
When two people talk with one another, one of the things that makes the conversation more difficult is our own emotions. You are saying something and I’m not really listening to you, because there is something I want to say, and I’m just waiting until you finish I can put in a word, or I’m so obsessed with my anger or irritation or whatever, that I don’t pay attention to what you are feeling. This is one of the biggest obstacles in human relationships. Computers don’t have this problem, because they don’t have any emotions of their own.
当两个人互相交谈时,让谈话变得更加困难的因素之一就是我们自己的情绪。你在说什么,但我并没有真正听你说,因为我有话想说,而我只是在等你说完我才能插话,或者我太沉迷于我的愤怒或恼怒或其他什么,以至于我没有注意到你的感受。这
Yuval Noah Harari (00:11:51)
When a computer is talking to you, it can focus 100% of its attention is on what you’re saying and what you’re feeling because it has no feelings of its own. Paradoxically, this means that computers can fool people into feeling that, oh, there is a conscious entity on the other side, an empathic entity on the other side, because the one thing everybody wants, almost more than anything in the world, is for somebody to listen to me, somebody to focus all their attention on me. I want it from my spouse, from my husband, from my mother, from my friends, from my politicians. Listen to me, listen to what I feel. They often don’t. Now you have this entity, which a hundred percent of its attention is just on what I feel. This is a huge, huge temptation, and I think also a huge, huge danger.
当计算机与你交谈时,它可以将 100% 的注意力集中在你所说的话和你的感受上,因为它没有自己的感受。矛盾的是,这意味着计算机可以欺骗人们,让他们感觉,哦,另一边有一个有意识的实体,另一边有一个有同理心的实体,因为每个人都想要的东西,几乎比世界上任何东西都重要
Lex Fridman (00:12:49)
Well, the interesting catch 22 there is you said somebody to listen to us. Yes, we want somebody to listen to us, but for us to respect that somebody, they sometimes have to also not listen. They kind of have to be an asshole sometimes. They have to have moods sometimes. They have to have self-importance and confidence, and we should have a little bit of fear that they can walk away at any moment. There should be a little bit of that tension.
Yuval Noah Harari (00:13:17)
Absolutely.
Lex Fridman (00:13:20)
Could we optimize for it?
Yuval Noah Harari (00:13:21)
If social scientists and say psychologists establish that, I don’t know, 17% inattention is good for a conversation because then you feel challenged, “Oh, I need to grab this person’s attention,” you can program the AI to have exactly 17% inattention, not one percentage more or less. Or it can by trial and error, discover what is the ideal percentage. Over the last 10 years, we have creating machines for grabbing people’s attention. This is what has been happening on social media.
Yuval Noah Harari (00:13:58)
Now, we are designing machines for grabbing human intimacy, which, in many ways, it’s much, much more dangerous and scary. Already the machines for grabbing attention, we’ve seen how much social and political damage they could do by in many way kind of distorting the public conversation. Machines that are superhuman, in their abilities to create intimate relationships, this is psychological and social weapons of mass destruction. If we don’t regulate it, if we don’t train ourself to deal with it, it could destroy the foundations of human society.
Lex Fridman (00:14:41)
Well, one of the possible trajectories is those same algorithms would become personalized and instead of manipulating us at scale, there would be assistants that guide us to help us grow, to help us understand the world better. Even interactions with large language models now, if you ask them questions, it doesn’t have that stressful drama, the tension that you have from other sources of information. It has a pretty balanced perspective that it provides. It just feels like the potential is there to have a really nice friend who’s an encyclopedia that just tells you all the different perspectives, even on controversial issues, the most controversial issues, to say, these are the different theories. These are the not widely accepted conspiracy theories, but here’s the kind of backing for those conspiracy. It just lays it all out. Then with a calm language, without the words that kind of presume there’s some kind of manipulation going on underneath it all. It’s quite refreshing.
Lex Fridman (00:15:47)
Of course, those are the early days. People can step in and start to sensor it to manipulate those algorithms, to start to input some of the human biases in there as opposed to what’s currently happening is kind of the internet is input, compress it, and have a nice little output that gives an overview of the different issues. I mean, there’s a lot of promise there also, right?
Yuval Noah Harari (00:16:13)
Absolutely. I mean, if there was no promise, there was no problem. If this technology could not accomplish anything good, nobody would develop it. Now, obviously, it has tremendous positive potential in things like what you just described in better medicine, better healthcare, better education, so many promises. This is also why it’s so dangerous, because the drive to develop it faster and faster is there, and it has some dangerous potential also. We shouldn’t ignore it. Again, I’m not advocating banning it, just to be careful about how we, not so much develop it, but most importantly how we deploy it into the public sphere. This is the key question.
Yuval Noah Harari (00:16:56)
You look back at history, and one of the things we know from history, humans are not good with new technologies. I hear many people now say, “AI, we’ve been here before. We had the radio, we had the printing press, we had the Industrial Revolution.” Every time there is a big new technology, people are afraid and it’ll take jobs and the bad actors. In the end it’s okay. As a historian, my tendency is yes, in the end it’s okay, but in the end there is a learning curve. There is a lot of failed experiments on the way to learning how to use the new technology. These failed experiments could cost the lives of hundreds of millions of people.
Yuval Noah Harari (00:17:42)
If you think about the last really big revolution, the Industrial Revolution, yes, in the end, we learned how to use the powers of industry; electricity, radio, trains, whatever, to build better human societies. On the way, we had all these experiments like European imperialism, which was driven by the Industrial Revolution. It was a question, how do you build an industrial society? Oh, you build an empire. You control all the resources, the raw materials, the markets. Then you had communism, another big experiment on how to build an industrial society. You had fascism and Nazism, which were essentially an experiment in how to build an industrial society, including even how do you exterminate minorities using the powers of industry? We had all these failed experiments on the way.
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