ChatGPT之父山姆·奥特曼关于AI和创业的30条思考

百家 作者:智能制造IM 2023-02-20 21:36:01

导读

INTRODUCTION

ChatGPT从来都不是什么“横空出世”的产品,是石头缝里蹦出来的“孙悟空”。革命性产品的诞生是循序渐进的,是日积月累的,是遵循科学流程的。在OpenAI之前,Sam Altman已经是圈子里风生水起的人物了,是不折不扣的连续创业者和投资人。


文章信息

本文内容由e-works祖哥整理和翻译自山姆·奥特曼(Sam Altman)访谈、Blog、社交媒体等,供大家参考。




近日,通过查阅Sam Altman的blog、访谈及社交媒体,发现他是一个心思非常细腻的人,爱独立思考,经常喜欢写“小作文”和发推,分享自己对前沿技术(AI)的看法、预测、进展以及对创业的感悟及对初创公司的建议等。

Sam Altman直观的博客目录

有关ChatGPT和Sam Altman不作过多介绍,在这里只提两个点:

① 他是一个80后(1985),犹太人,也是一位斯坦福的辍学生;

② 他是美国著名创业孵化器Y Combinator前总裁,YC是世界上最大、最具影响力的孵化器之一,孕育了Airbnb、Stripe、Reddit、Dropbox等众多科技初创企业。YC现在有个中国区CEO,他叫陆奇。

在Sam Altman和Geoff Ralston的领导期间,YC经历了一段快速扩张的时期,它不仅扩大了影响力,还在科技生态系统中声名鹊起。所以Sam Altman此前也经常访谈一些成功创业者如扎克伯格、马斯克等等,以给一些初创企业一些思考和借鉴,比如下面这段6年前访马斯克的视频:

所以不要以为ChatGPT是什么“横空出世”的产品,是石头缝里蹦出来的“孙悟空”。革命性产品的诞生是循序渐进的,是日积月累的,是遵循科学流程的。在OpenAI之前,Sam Altman已经是圈子里风生水起的人物了,是不折不扣的连续创业者和投资人。
下面小编跟大家精选了30条Sam Altman在人工智能和创业领域的思考,或许能让你得到启发:

关于人工智能
思考01

To the three great technological revolutions–the agricultural, the industrial, and the computational–we will add a fourth: the AI revolution. This revolution will generate enough wealth for everyone to have what they need, if we as a society manage it responsibly.


对于三次伟大的技术革命——农业革命、工业革命和计算机革命——我们将会增加第四个:人工智能革命。如果我们社会能够负责任地管理它,这场革命将产生足够的财富,让每个人都可以都拥有他们所需的。


关于领导力
思考02


one of the greatest skills of a leader is the ability to calm others in a storm.


领导者最重要的技能之一,就是能让别人在“暴风雨”中平静下来的能力!



对未来的思考
思考03

My work at OpenAI reminds me every day about the magnitude of the socioeconomic change that is coming sooner than most people believe. Software that can think and learn will do more and more of the work that people now do. Even more power will shift from labor to capital. If public policy doesn’t adapt accordingly, most people will end up worse off than they are today.


我在 OpenAI 的工作每天都在提醒着我,社会经济变化的严重程度比大多数人认为的要早。那些能够思考和学习的软件将会承担更多人类目前所从事的工作。随着越来越多的力量从劳动力向资本转移,如果公共政策不能相应地调整,那么大多数人的境况将比今天更糟。


关于初创企业
思考04


Giving equity to employees is perhaps the key element to making startups work. it's amazing to me that some countries make this so hard (sometimes totally economically impractical) and then wonder why they don't have more successful startups.


为员工提供股权或许是让初创企业运转起来的关键因素。令我惊讶的是,有些国家让这变得如此困难(有时在经济上完全不切实际)。然后,我就想知道为什么他们没有更多成功的初创公司。



评马斯克
思考05

one of the best things about elon is a reminder of just how much one person can do.


关于伊隆马斯克最好的一点就是:他可以时刻提醒我们,作为一个人能有多大潜能,创造多大价值!


AI对经济
思考06


I think AI is going to be the greatest force for economic empowerment and a lot of people getting rich we have ever seen.


我认为人工智能将成为我们所见过的最强大的经济赋能力量,会前所未有的让许多人变得富有。



AI的影响力
思考07

If you think that you understand the impact of AI, you do not understand, and have yet to be instructed further. if you know that you do not understand, then you truly understand.


如果你认为你已经理解了人工智能的影响,那么你实际上并没有理解,还需要进一步接受指导。如果你知道你自己并没有理解,那么你才是真正的明白了。


关于创意和执行力
思考08


Great execution is at least 10 times more important and a 100 times harder than a good idea. Great execution towards a terrible idea will get you nowhere.


出色的执行力至少比一个好点子重要10倍,也要比好点子难100倍。但是,优秀的执行力却无法弥补一个糟糕的点子所带来的影响,最终会让你一事无成。



关于AI替代
思考09

A decade ago, the conventional wisdom was that AI would first impact physical labor, and then cognitive labor, and then maybe someday it could do creative work. It now looks like it’s going to go in the opposite order.


十年前,人们普遍认为,人工智能首先会影响到体力劳动,然后是认知劳动,或许在未来某一天,它才能够从事创意工作。现在看来,它的发展顺序将会相反。


关于独立思考
思考10


Entrepreneurship is very difficult to teach because original thinking is very difficult to teach. School is not set up to teach this—in fact, it generally rewards the opposite. So you have to cultivate it on your own. Thinking from first principles and trying to generate new ideas is fun, and finding people to exchange them with is a great way to get better at this. The next step is to find easy, fast ways to test these ideas in the real world. “I will fail many times, and I will be really right once” is the entrepreneurs’ way. You have to give yourself a lot of chances to get lucky. One of the most powerful lessons to learn is that you can figure out what to do in situations that seem to have no solution. The more times you do this, the more you will believe it. Grit comes from learning you can get back up after you get knocked down.


创业很难教,因为原创思维很难教。学校不是为了教授这个而设立的——事实上,它通常会奖励相反的人。所以你必须自己培养它。从第一原理出发,尝试产生新想法是有趣的,找人交流是提高这一能力的好方法。下一步是找到在现实世界中测试这些想法的简单快捷方法。“我会失败很多次,但最终会有一次我是正确的”,这是创业者的想法。你必须给自己很多机会去获得好运。其中一个最强有力的教训就是,你可以在看似无解的情况下找到解决办法。你这么做的次数越多,你就会越相信它。毅力来自于你学会了在被打倒后重新站起来。



聊专注的力量
思考11

Focus is a force multiplier on work. Almost everyone I’ve ever met would be well-served by spending more time thinking about what to focus on. It is much more important to work on the right thing than it is to work many hours. Most people waste most of their time on stuff that doesn’t matter. Once you have figured out what to do, be unstoppable about getting your small handful of priorities accomplished quickly. I have yet to meet a slow-moving person who is very successful.


专注是工作的力量倍增器。我见过的几乎每个人都会花更多的时间思考要关注什么。做正确的事情比长时间的工作要重要得多。大多数人把大部分时间浪费在无关紧要的事情上。一旦你弄清楚该怎么做,就要不可阻挡地快速完成你的少数优先事项。我还没有遇到一个行动迟缓的人,他非常成功。


关于致富
思考12


The biggest economic misunderstanding of my childhood was that people got rich from high salaries. Though there are some exceptions—entertainers for example —almost no one in the history of the Forbes list has gotten there with a salary. You get truly rich by owning things that increase rapidly in value. This can be a piece of a business, real estate, natural resource, intellectual property, or other similar things. But somehow or other, you need to own equity in something, instead of just selling your time. Time only scales linearly. The best way to make things that increase rapidly in value is by making things people want at scale.


我的童年时期最大的经济误区是认为人们通过高薪工资变富。虽然有些例外——比如演艺人员。但几乎没有人仅仅凭借薪水进入福布斯榜单。你真正变富有是通过拥有那些价值迅速增长的东西。这可以是企业、房地产、自然资源、知识产权或其他类似的东西。但不管怎样,你需要拥有某些资产的股权,而不仅仅是出卖你的时间。时间只是线性增长的。创造价值迅速增长的最佳方法是通过批量生产人们需要的东西。



谈大学教育
思考13

Colleges prioritized making people feel perfectly safe over everything else and produced a generation afraid to fail, and thus afraid to take risk, and thus on pace to accomplish extremely little。


大学优先考虑让人们感到绝对安全,胜过其他一切。培养了一代害怕失败的人,因此不敢冒险,最终只会取得非常少的成就。


关于AI竞争
思考14


I’m confident in a future where there are a variety of AI systems. So, competing with Google or other competitors is a natural event. I reckon we’ll thrive in a competitive setting.


我对未来有各种各样的人工智能系统充满信心。因此,与谷歌或其他竞争对手竞争是自然而然的事件。我认为我们将在竞争激烈的环境中茁壮成长。



评价ChatGPT
思考15

ChatGPT is like an e-bike for the mind。ChatGPT is incredibly limited, but good enough at some things to create a misleading impression of greatness. it's a mistake to be relying on it for anything important right now. it’s a preview of progress; we have lots of work to do on robustness and truthfulness.


ChatGPT就像一辆大脑的电动自行车。ChatGPT非常有限,但在某些方面足够好,足以给人留下一种误导性的强大印象。现在依赖它做任何关键的事情都是错误的。目前只是我们研发进程中的一个预览版;在稳健性和事实性方面,我们还有很多工作要做。(2022年12月11日)


对教育的影响
思考16


People have long been integrating new technologies into their lives — and into the classroom —and that those technologies will only generate more positive impact for users down the line."Generative text is something we all need to adapt to," he said. "We adapted to calculators and changed what we tested for in math class, I imagine. This is a more extreme version of that, no doubt, but also the benefits of it are more extreme, as well." the world must adapt to generative AI and that technology will improve over time to prevent unintended consequences.It's an evolving world,We'll all adapt, and I think be better off for it. And we won't want to go back.


长期以来,人们一直在将新技术融入他们的生活和课堂,而这些技术只会对未来的用户产生更积极的影响。生成性文本是我们都需要去适应的东西,就像我们曾经适应了计算器,并改变了我们在数学课上测试的内容。毫无疑问,这是一个更极端的版本,但它的好处也更加极端。世界必须适应生成式人工智能,并且该技术将随着时间的推移而改进,以防止意外后果。这是一个不断发展的世界,我们都会适应,我认为会因此而变得更好,我们不想回去。



用AI学习
思考17

I have used it to learn things myself and found it much more compelling than other ways I've learned things in the past,I would much rather have ChatGPT teach me about something than go read a textbook.


我自己用它来学习东西,发现它比我过去学习的其他方式更有吸引力,我宁愿让 ChatGPT 教我一些东西而不是去读教科书。


对搜索的影响
思考18


I think whenever someone talks about a technology being the end of some other giant company, it’s usually wrong. I think people forget they get to make a countermove here, and they’re like pretty smart, pretty competent. I do think there’s a change for search that will probably come at some point — but not as dramatically as people think in the short term.


我认为,每当有人谈论某项技术将导致某个大公司倒闭时,通常都是错误的。人们似乎忘记了他们可以采取反制措施,并且他们通常都很聪明、很有能力。我认为搜索技术可能会在某个时刻发生改变,但不会像人们在短期内想象的那样戏剧性地改变。



谈未来趋势
思考19

This technological revolution is unstoppable. And a recursive loop of innovation, as these smart machines themselves help us make smarter machines, will accelerate the revolution’s pace. Three crucial consequences follow: 


1、This revolution will create phenomenal wealth. The price of many kinds of labor (which drives the costs of goods and services) will fall toward zero once sufficiently powerful AI “joins the workforce.” 


2、The world will change so rapidly and drastically that an equally drastic change in policy will be needed to distribute this wealth and enable more people to pursue the life they want. 


3、If we get both of these right, we can improve the standard of living for people more than we ever have before.


这场技术革命势不可挡。当这些智能机器又可以帮助我们制造更智能的机器时,创新的循环往复将加快这场革命的步伐。随之而来的是三个至关重要的后果: 


1. 这场革命将创造惊人的财富。一旦有足够强大的人工智能「加入劳动大军」,很多种劳动力的价格(驱动商品和服务的成本)将逐渐归零。 


2. 世界将发生翻天覆地的变化,因此我们需要同样颠覆性的政策变化来分配财富,从而使更多的人可以追求自己想要的生活。 


3. 如果我们把这两方面的工作做好了,就能将人类的生活水平提高到前所未有的状态。


谈经济
思考20


A stable economic system requires two components: growth and inclusivity. 


Economic growth matters because most people want their lives to improve every year. In a zero-sum world, one with no or very little growth, democracy can become antagonistic as people seek to vote money away from each other. What follows from that antagonism is distrust and polarization. In a high-growth world the dogfights can be far fewer, because it’s much easier for everyone to win. 


Economic inclusivity means everyone having a reasonable opportunity to get the resources they need to live the life they want. Economic inclusivity matters because it’s fair, produces a stable society, and can create the largest slices of pie for the most people. As a side benefit, it produces more growth.


一个稳定的经济体系需要两个组成部分:增长和包容性。


经济增长很重要,因为大多数人都希望自己的生活每年都能得到改善。在一个经济没有增长或增长缓慢的零和社会中,民众将变得对立,因为人们会投票限制他人赚钱。这种对立带来的是社会中的失信和两极分化。在一个经济高速增长的世界里,人们互相之间的争斗可能会少得多,因为每个人都有机会积累财富。


经济包容性意味着每个人都有合理的机会,获得过上自己想要生活所需的资源。经济包容性之所以重要,是因为它是公平的,且能产生一个稳定的社会,并能为大多数人创造更大的饼。还有一个附加好处就是能产生更多的经济增长。



谈AI革命
思考21

The technological progress we make in the next 100 years will be far larger than all we’ve made since we first controlled fire and invented the wheel. We have already built AI systems that can learn and do useful things. They are still primitive, but the trendlines are clear.


我们在未来100年取得的技术进步,将远远超过我们从最初控制火种到发明车轮以来所取得的一切成就。我们现在已经建立了可以通过学习来做有用事情的人工智能系统,尽管它们仍然处于原始阶段,但是发展趋势却是清晰可见的。


谈工作效率
思考22


Compound growth gets discussed as a financial concept, but it works in careers as well, and it is magic.  A small productivity gain, compounded over 50 years, is worth a lot.  So it’s worth figuring out how to optimize productivity. If you get 10% more done and 1% better every day compared to someone else, the compounded difference is massive.


复利是金融领域的一个概念,但同样在职场上适用。每天提高一点点的效率,50年后的复利增长会让你大吃一惊。所以,现在花费一些时间了解如何提升效率是十分值得的。如果你每天能比别人多做10%的事情,精进1%,复利带来的积极效果将使你脱颖而出。



5年后的变化
思考23

2023: $30,000 to get a simple iPhone app created, $300 for a plumbing job. i wonder what those relative prices will look like in 2028! the likely coming divergence between changes to cognitive work and changes to physical work could be quite dramatic.


在2023 年:用30,000 美元用于创建一个简单的 iPhone 应用程序,300 美元用于管道工程。我想知道这些相对价格在 2028 年会是什么样子!认知工作的变化和体力工作的变化之间即将出现的差异,可能会非常显著。


足够坚定
思考24


A big secret is that you can bend the world to your will a surprising percentage of the time—most people don’t even try, and just accept that things are the way that they are.People have an enormous capacity to make things happen. A combination of self-doubt, giving up too early, and not pushing hard enough prevents most people from ever reaching anywhere near their potential.


To be willful, you have to be optimistic—hopefully this is a personality trait that can be improved with practice. I have never met a very successful pessimistic person.


很多人都不知道,只要你足够坚持,世界就会以你的意志为转移。但大多数人甚至都不会去尝试,只单纯认为世界有其自身的运作规律。人的潜力是巨大的,只要敢想就能做成很多事。但大多数人都会怀疑自我、过早放弃,同时又不够努力,种种原因导致大多数人无法充分发挥自身潜能。


只有保持乐观才能足够坚定,而乐观这种性格特征是可以通过练习逐步提升的,要知道悲观者是很难成功的。



关于内驱力
思考25

Most people are primarily externally driven; they do what they do because they want to impress other people. This is bad for many reasons, but here are two important ones.


First, you will work on consensus ideas and on consensus career tracks.  You will care a lot—much more than you realize—if other people think you’re doing the right thing. This will probably prevent you from doing truly interesting work, and even if you do, someone else would have done it anyway. Second, you will usually get risk calculations wrong. You’ll be very focused on keeping up with other people and not falling behind in competitive games, even in the short term.


The most successful people I know are primarily internally driven; they do what they do to impress themselves and because they feel compelled to make something happen in the world. After you’ve made enough money to buy whatever you want and gotten enough social status that it stops being fun to get more, this is the only force I know of that will continue to drive you to higher levels of performance.


大多数人主要都是靠外部驱动,他们做事情是为了让别人佩服。这种做法坏处颇多,但以下两点最为突出:


首先这会导致你人云亦云,因循守旧。在工作中,你会过于在意他人的看法,这种在意程度可能已经远远超出了你的意识。并且这会阻碍你从事趣味性工作,即使你正在做这样的工作,也不过是在炒冷饭。其次,这会让你误判风险等级。从短期影响来看,你会将注意力主要放在和他人的竞争上,以确保不会在竞争游戏中落后。


我认识的大多数成功人士都是靠自我驱动。他们做事情是为了让自己心悦诚服,因为他们觉得给世界带来改变是自己的责任。当你赚得盆满钵满并且拥有了较高的社会地位之后,金钱和名誉对你的吸引力开始逐渐消失,这时候内驱力就成为了唯一的动力,推动你向更高的地方攀登。


社会成本结构重塑
思考26


I think AI is gonna just seep In everywhere.my basic model of the next decade is that the marginal cost of inteligence and the marginal cost of energy are going to trend rapidly towards zero,like surprisingly far.And those I think are two of the major inputs into the cost of everything else except the cost of things we want to be expensive, the status goods whatever.when like the whole cost structure of society change which happened many times before.


我认为人工智能将渗透到各个方面。我对未来十年的基本模型是,智能和能源的边际成本会迅速下降,趋近于零。同时,智能和能源又是各行各业的主要成本来源。当然,那些我们想让它贵的东西除外,比如奢侈品等等。到那时,整个社会的成本结构都在下降,就像之前多次科技革命的结果一样。



关于白领替代
思考27

My belief is that all repetitive human work that doesn't require the deep emotional connection between two people that will all be done in the next couple of decades better、cheaper and faster by AI. And that is somehow left out of the conversation.It's always about factory robots and self-driving cars.But what they dont talk about is all of the white-collar work that AI is going to do.


我坚信的是,所有不需要两个人之间深厚情感联系的重复性的人类工作都将在未来几十年内通过人工智能更好、更便宜、更快地完成。这在某种程度上经常被大家排除在谈话之外,人们总是喜欢说关于工厂机器人和自动驾驶汽车等人类被替代,但他们没有谈论的是AI将要做的所有白领工作。


坚持硬核
思考28


OpenAI from a cold start a few years ago has managed to do the thing that i think is going to be incredibly important to the next many decades at least of society and how we all live our lives and what we do and what's possible. I have tried to hold myself to the stuff i really love which tends to be like the hard tech、years R&D、capital intensive or like sort of risky art like risky research and then. But if it works,it really works.


OpenAI从几年前冷门的启动无人问津,到今天能做到这样的事——我认为这将对未来几十年的社会,对我们的生活方式,我们所做的事情以及可能发生的事情都非常重要。我试图让自己坚持我真正喜欢的东西,这些东西往往是硬核技术,需要多年的研发,大量的资本投入或像冒险研究这样的冒险艺术等等。但是如果真的成功了,那就不得了。



关于AI规则
思考29

One of the things we really believe is that the most responsible way to put this out in society is very gradually and to get people, institutions, policy makers, get them familiar with it, thinking about the implications, feeling the technology, and getting a sense for what it can do and can't do very early. Rather than drop a super powerful AGI in the world all at once.


我们非常相信的一件事情是,将这种技术引入社会的最负责任的方式是慢慢逐步进行的,让人们、机构、政策制定者逐渐熟悉它,思考其影响,感受技术,并且非常早期就了解它能做什么、不能做什么。而不是一下子在世界上引入一个超级强大的AGI模型。


聊人生感悟
思考30


Don’t chase status.  Status without substance doesn’t work for long and is unfulfilling. Do new things often.  This seems to be really important.  Not only does doing new things seem to slow down the perception of time, increase happiness, and keep life interesting, but it seems to prevent people from calcifying in the ways that they think.  Aim to do something big, new, and risky every year in your personal and professional life.


Don’t judge other people too quickly.  You never know their whole story and why they did or didn’t do something.  Be empathetic. The days are long but the decades are short.


不要追逐身份地位。空有身份地位而缺乏实质内容的东西长久来看是行不通的,也无法带来满足感。经常尝试新事物,这似乎非常重要。尝试新鲜事物不仅可以减缓时间的感知,增加幸福感,使生活更有趣,而且可以防止人们在思维方式上变得僵化。在你的个人和职业生活中,每年都要努力尝试一些重大、新颖和冒险的事情。


不要过快地对他人进行评判。你永远不知道他们的整个故事,以及他们为什么会做或不做某些事情。要有同理心。虽然每一天都可能会过得很漫长,但是时间往往飞逝,几十年的人生很快就会过去。因此,我们应该珍惜每一天,好好把握时间,或者用长远的眼光看待事物。



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