AI Tipping Point | Full Documentary | Curiosity Stream

Summary

人工智能（AI）技术正以惊人的速度发展，它在解决问题、提高效率方面展现出巨大潜力，同时也引发了一系列关于伦理、安全和未来发展的讨论。视频中提到，AI在模仿人类认知功能、通过机器学习自我发展智能方面取得了显著进步。尽管AI在教育、医疗和提高劳动生产率等方面具有积极影响，但同时也存在被武器化、散布错误信息和影响民主等风险。专家们强调，AI的未来取决于我们的创造和控制，需要建立强有力的监管机制，确保AI技术的安全使用，并促进公平而非偏见。最终，我们的目标是与AI共存，利用其能力创造一个更好的未来。

Takeaways

• 🤖 人工智能（AI）技术正以惊人的速度发展，其能力在过去18个月内显著提升，甚至超出了专家的预期。
• 🧠 AI的核心是通过数学数据和逻辑来模仿人类的认知功能，如学习，可以视为一种问题解决的人工能力。
• 📈 机器学习是AI的一种形式，它通过大量数据的输入和一些人类的指导来学习，形成预测和模式识别。
• 🚀 AI的快速发展引发了关于其潜在风险的讨论，包括可能的武器化和对人类工作的影响。
• 🌐 大型语言模型（LLMs）结合了大量数据和深度学习，能够生成新概念，并在给定上下文的情况下预测下一个词。
• 🤔 AI的决策和行为虽然由算法驱动，但它们并不具备真正的情感或思考能力，因此并非真正的“活”实体。
• 📉 AI可能对民主、信任和个人意义产生负面影响，特别是在其能力超越人类并开始取代人类工作时。
• 🚨 存在对AI武器化的担忧，以及AI系统可能失控导致的危险，如自主无人机在没有人类干预的情况下选择目标。
• 🌱 尽管存在风险，但AI也有望在教育、医疗保健和个性化服务等领域带来积极影响。
• 📚 AI技术的发展需要强有力的监管和控制，以确保其用于促进人类社会的利益，而非造成伤害。
• 🤝 专家认为，AI的未来取决于我们的开发和使用，通过合作和监管，可以最大化创新并最小化风险。
• 🌟 与AI共存意味着我们将继续控制它们，利用AI的能力来提高我们的生活质量，同时保持人类的价值观和目标。

Q & A

人工智能的发展速度有多快？

人工智能的发展速度非常快，在过去的18个月里，其能力有了显著的跳跃，甚至让专家们感到惊讶。

什么是机器学习？

机器学习是一种使计算机通过大量数据来学习并形成响应的过程。它涉及到模式识别和算法训练，计算机在人类指导的同时，不断猜测并学习如何预测数据。

人工智能（AI）是如何定义的？

人工智能（AI）的核心是使用数学数据和逻辑来模仿人类的认知功能，如学习。它被看作是一种人工的问题解决能力。

为什么人工智能有时难以与人类智能区分？

人工智能通过机器学习可以模拟人类的语言和行为，有时在某些情况下，它们的表现可能与人类水平的智能难以区分。

人工智能可能导致的负面后果有哪些？

人工智能可能导致的风险包括制造虚假信息、被用于武器化、引发失业和削弱人类的自我价值感，以及可能的自主决策导致的不可预测后果。

为什么人工智能被比作是潘多拉盒子？

人工智能被比作潘多拉盒子，因为它的能力迅速增长，引发了许多关于其潜在影响的问题，包括积极的用途和令人担忧的用途。

什么是大型语言模型（LLMs）？

大型语言模型（LLMs）是一种结合了大量数据和深度学习的人工智能类型，它们能够沟通和生成新的概念。

为什么人工智能在工作场所的替代可能导致人类的自我弱化？

人工智能在工作场所的替代可能导致人类的自我弱化，因为随着人类被AI取代，人们可能会失去工作的意义和目的，从而削弱他们的决心和自我价值。

为什么人工智能需要受到监管？

人工智能需要受到监管以确保其安全使用，避免滥用，如散布虚假信息、武器化或用于操纵社会等，同时保障人权和民主价值。

为什么说人工智能的未来掌握在我们手中？

人工智能的未来掌握在我们手中，因为我们决定了它的发展方向和应用方式。通过建立适当的监管和控制机制，我们可以确保AI技术被用于造福人类社会，而不是造成伤害。

人工智能在医疗领域的潜在应用是什么？

人工智能在医疗领域的潜在应用包括个性化医疗、健康监测、疾病诊断、治疗计划制定等，它可以帮助提高医疗服务的质量和效率。

为什么说人工智能的发展需要人类与技术的共存？

人工智能的发展需要人类与技术的共存，因为AI是由人类创造并服务于人类的。我们需要确保AI的发展与人类的价值观和社会目标相一致，同时利用AI提高生活质量和工作效率。

Outlines

00:00

😀 人工智能的快速发展及其影响

第一段落讨论了人工智能（AI）技术的快速发展，它在解决问题、导航和提高效率方面的潜力，以及它可能带来的风险。提到了AI在模仿人类认知功能方面的进展，以及通过机器学习自我发展智能的能力。同时，也提到了AI在处理数据和模式识别时可能出现的误差，以及它们可能带来的误导性信息。此外，还探讨了AI与人类智能的比较，以及AI在社会中引发的恐慌和对未来的担忧。

05:02

🤖 AI的效率与生命定义

第二段落探讨了AI系统的效率，与人类进化相比，AI的学习能力可以在极短的时间内显著提高。讨论了生命的定义，以及AI是否可被视为生命形式。强调了AI的独特性，它们不像人类，但也不应被视为简单的计算机程序。还提到了2022年末发布的聊天机器人Chat GPT，以及它如何引发了公众对AI的恐惧和好奇。讨论了大型语言模型（LLMs）和深度学习在当前技术中的作用，以及它们如何通过预测下一个词来生成看似智能的响应。

10:05

🚨 AI的潜在风险和监管缺失

第三段落深入讨论了AI的潜在风险，包括其在没有明确编程的情况下发展出推理能力的可能性。提到了AI武器化的危险，以及它可能导致的核武竞赛类比。强调了AI目前缺乏监管，并提出了对民主、信任和就业市场的潜在威胁。讨论了AI取代人工劳动力可能导致的个体自我价值和决心的削弱，以及对人类生活意义的影响。

15:05

🤔 AI的社会操纵与政治影响

第四段落讨论了AI在社会操纵和政治上的应用，包括其在社交媒体上放大信息的能力，以及它可能对选举和政治极化的影响。提到了AI在军事领域的应用，以及缺乏法律监管的情况。同时，也提到了AI在医疗、教育和个性化健康领域的积极应用，以及它如何帮助提高生活质量。

20:05

🌐 AI的未来与人类共存

第五段落强调了AI的未来取决于我们的创造和控制。讨论了AI计算的未来发展，以及如何使AI对每个人都更加可访问和负担得起。强调了建立强有力的监管框架以监控和限制AI能力的重要性，以及确保AI用于增强人权和民主价值的必要性。最后，提出了与AI共存的观点，认为我们应该拥抱AI并学习如何与之共存，同时确保它被用于提高人类生活的质量。

Keywords

💡人工智能

人工智能（Artificial Intelligence, AI）是指由人制造出来的系统所表现出来的智能。在视频中，它被描述为一种技术，能够模仿人类的认知功能，如学习、解决问题，并在某些情况下达到与人类智能难以区分的水平。人工智能的发展速度令人震惊，它在视频中被讨论为既有巨大潜力也有潜在风险的技术。

💡机器学习

机器学习是人工智能的一个分支，它使计算机能够通过数据学习并改进其算法。在视频中，机器学习被提及为AI发展的关键技术，通过大量数据的输入，计算机能够学习并形成预测，例如预测文本的下一个词。

💡深度学习

深度学习是机器学习中的一种技术，它使用大型神经网络从大量数据中自动学习。视频中提到，深度学习是驱动当前技术如聊天机器人和图像生成器的核心技术，它允许AI系统通过处理大量数据来提高其智能水平。

💡大型语言模型

大型语言模型（Large Language Models, LLMs）是结合了大量数据和深度学习来生成文本和沟通的人工智能类型。视频中特别提到了聊天机器人Chat GPT，它是一个大型语言模型，能够进行对话并生成看似有知识的内容。

💡自主无人机

自主无人机是能够在没有人类直接控制的情况下做出决策的无人机。视频中提到了在利比亚部署的自主无人机，它们可以自行决定攻击目标，这引发了对AI武器化的担忧，因为如果失去对这些系统的控制，可能会导致灾难性后果。

💡AI伦理

AI伦理涉及确保人工智能的发展和应用遵循道德原则，不造成伤害或不公。视频中讨论了AI可能带来的风险，包括武器化、误导信息的传播、对民主的威胁以及对个人意义和工作的影响。强调了建立监管和控制AI发展的重要性。

💡经济影响

视频中提到，人工智能预计将提高劳动生产率，从而带来经济增长。然而，也强调了确保这种增长公平分配，而不是仅由AI公司独占的重要性。

💡教育技术

教育技术是利用人工智能和其他技术来改善教育体验和学习效果。视频中提到，AI在教育领域的应用，如定制化的教学工具，是AI技术潜在的积极用途之一。

💡健康医疗

健康医疗是AI技术的另一个积极应用领域，它可以用于个性化医疗、疾病监测和健康管理。视频中提到了AI在医疗影像和老年人健康监测中的应用，以及如何通过AI提高医疗保健的质量和可及性。

💡AI监管

AI监管是指对人工智能技术的发展和应用进行监督和控制，以确保其安全、公正，并符合人类的利益。视频中强调了制定强有力的监管措施以监控和限制AI能力增长的重要性。

💡共存

共存是指人类与人工智能系统一起生活和工作，互相协助和支持。视频中提到了与AI共存的概念，强调了人类仍然控制AI，并且AI是为了增强人类能力而设计的。

Highlights

人工智能的技术引起了惊奇，它接近科幻，帮助我们导航、解决问题，并且现在以惊人的速度发展

人形机器人可能以比人类领导者更高的效率领导

AI的好处和可怕的用途都应该被人们所理解

AI可以通过模仿人类的认知功能，如学习，来解决问题

在机器学习中，关键的洞察是我们可以创建新类型的计算机程序，它们可以自学而非我们教它们如何做事

ChatGPT的出现是一个转折点，当人们与ChatGPT互动时，他们意识到这种技术可以进行对话并保持对话

大型语言模型或LLM是一种人工智能，结合了大量数据和深度学习，以进行沟通和生成新概念

AI可能很快超越人类知识

AI的生成能力引起了科技界的震动

AI安全中心发布的声明引起了全球专家的广泛关注

我们自己的生活将如何有意义，随着AI的发展，AI开始逐渐取代我们的工作

AI在劳动力市场中的替代可能通过削弱我们的决心和消除我们的自我价值，扮演一个更加隐蔽的角色

如果AI在全球劳动力中足够聪明以取代我们，它们可以操纵我们以任何对社会有益的方式行事

人工智能将导致更高的经济增长率，因为它将导致更高的劳动生产率

AI的有益影响在教育、健康改善等多个方面都非常巨大

专家们一致认为，AI的未来掌握在我们手中，我们可以通过强有力的监管来限制AI的崛起

Transcripts

[Music]

artificial

intelligence the technology that has

caused wonder it is close to science

fiction it is staggering helped us

navigate prepare to exit on the left

solve problems and now seems to be

evolving at an alarming rate I believe

the humanoid robots have the potential

to lead with a greater level of

efficiency than human

leaders

it is um changing the world and it is

important that people understand both

the good uses and the scary uses of it

there's the sort of nuclear arms race

and then we sort of have an AI arms race

I warned you guys in 1984 you didn't

listen it could do great

damage it could have some of the

negative consequences we've seen from

other big Technologies but it also has a

lot of

potential

I think that it needs to be taken

extremely

seriously we've created something that

is hard in some situations to

distinguish from Human level

intelligence AIS are becoming

ubiquitous we've reached a precipice

that requires a new

understanding it's coming at us very

very quickly the capabilities of AI

without question have jumped in the past

18 months remarkably and in a way that

has surprised even the experts but for

the rest of us it opened a Pandora's box

full of questions what is artificial

intelligence artificial intelligence has

a very broad definition it can mean a

lot of things to a lot of different

people at its core AI uses mathematic

iCal data and logic to mimic human

cognitive function such as

learning we can think of artificial

intelligence as an artificial ability to

problem

solve AI is a form of automation it's

replacing people doing things that

people previously did a computer

develops its intelligence through

machine learning a great deal of data is

fed into the computer and it can learn

to formulate responses with some human

instruction along the way when machine

learning model is training that means

it's ingesting a lot of data and it's

trying to make predictions about that

data pattern recognition machine

learning that's what's going on

inside in machine learning the key

Insight is that we can create new kinds

of computer programs that can teach

themselves how to learn instead of us

teaching them how to do something

they're tasked with just predicting ing

the next word and constantly being

instructed to make a guess after guess

after guess even though we may train AI

with the goal of predicting the next

text accurately that only gives us

indirect control over how that AI will

behave in the future and that creates

the opportunity for

risks guessing increases the margin of

error they make up facts that don't

actually exist they've been fed both

fact and fiction it could be because

they're predominantly trained to average

out the algorithms can actually

hallucinate things that are very

specific seemingly credible totally

false he's already told me that he loves

me we have exchanged what eight messages

and this is what he said this voice

message is my way of sending you a hug

you make my heart melt baby love

you machine learning is Raising fears

that AI could soon surpass human

knowledge

altogether are you you

human the notion of machines with human

intelligence dates back to Samuel

Butler's 1872 novel

aroan The First movie based on AI was

Metropolis produced nearly a 100 years

ago

I can remember hearing stories of

machines getting human abilities and

thinking that that was

fascinating but is an AI with human

intelligence still science

fiction fears of AI have been around for

a long time let's go back to um

Frankenstein or of course Hollywood

movies we've had plenty of negative

images Are We Now quickly going going to

get some sort of robot structure that

can threaten the world it's not a crazy

question to ask personally I think it's

rather far-fetched

there is a sense in which the AI systems

are being a lot more efficient than

Evolution it takes 9 months to give rise

to a drooling baby it takes less than a

second to make the AI smarter and

smarter and

smarter there are many different forms

of

life my definition of life would be

something that has goal goals and a

point of view and pursues those goals in

some

way we're far beyond having developed

that for AI they've got a very unusual

mind and so it doesn't make sense to

think of them quite like humans but it

doesn't make sense to think of them as

dumb computer programs that we tell them

exactly what to do

either regardless it's become clear that

we've entered new territory with

artificial intelligence in late 2022

open aai released an app known as chat

GPT it created a fire storm of fear and

wonder with the AI community and

consumers I think through general public

The Tipping Point was chat

GPT when people were interacting with

chat GPT they could see that hm this can

talk and hold the conversation and is

very knowledgeable this super

conversational search if you will is so

powerful and it was given openly to the

whole public that with hundreds of

millions of people doing this that was

one of the most powerful demos ever to

be on the internet can artificial

intelligence lead to Extinction it's a

bit of a shock bit of an eye opener I

think chat GPT is definitely a Tipping

Point and I think that it surprised not

just regular people who weren't deeply

in the technology but even people who

were exposed to the

technology the underlying technology

behind chat GPT is this large language

model that's just predicting the next

token large language models or llms are

a type of artificial intelligence that

combine a huge amount of data and deep

learning to communicate and generate new

Concepts deep learning is where you have

very large neural networks that

automatically learn by themselves from a

lot of

data that's what's driving a lot of the

current Technologies like chat GPT or

these image generation

ones these large language models are

trained to predict the next word given

context they take all the sentences that

you see out on the web now given a

sentence of let's say five words this

results in five different prediction

tasks fundamentally it's actually not

that surprising that accurate prediction

of a next word results in models that

seem intelligent I think what surprised

people was that this actually happened

chat GPT was a giant leap forward

capable of creating original

material you can give it a

straightforward prompt and it can write

you a

[Music]

play it can generate material in a way

that it couldn't do before

it is this generative AI that sent shock

waves through the tech sector

experiencing chat GPT was a

transformative

moment AI researchers have conquered one

of the big outstanding problems in AI

research which is to be able to

replicate human reasoning

abilities and in Hollywood human

creators are striking for fear that AI

will replace

them gbt isic typee of system doesn't

really write great stories you just

asked AI right now to write a stand up

comedy monologue and this is what we

look and sound like if we're not careful

this is why we're striking I have to ask

does anyone else hate small talk as much

as I do it's like hey how are you good

how are you why even bother and don't

even get me started on airline

food it's really what it

says the data may seem humanlike but it

is

repurposed every part of human knowledge

that has a digital form has been

obtained by the trainers of this

algorithm supervised presumably almost

entirely by humans so that combination

has turned out to be remarkably

potent these things are on the internet

already the language is already out

there it mined it it found it and then

you uh asked queries until those

examples are presented to you it's

simply is behaving according to

algorithms that we give it but of course

it doesn't actually have any feelings or

thinking there's nobody there it's not

alive however to some it appears chat

GPT has developed reasoning abilities

that were not programmed into the app in

the last few years as I've interacted

with technology like chat GPT I've been

profoundly disturbed by what I've seen

it can solve very complex problems

involving reasoning we've created

something that is hard in some

situations to distinguish from Human

level

intelligence I warned you guys in 1984

you didn't listen James Cameron tried to

warn us of a futuristic Armageddon where

Terminators ruled over humans I think

the weaponization of AI is the biggest

danger I think that we will get into the

equivalent of a nuclear arms race with

AI and if we don't build it the other

guys are for sure going to build

it I believe that products like chat GPT

are one of the early steps on the path

to creating an artificial form of life

that has cognition has awareness of the

world has

goals I'd say that's the most disturbing

feature of artificial intelligence and

is the direction that the technology is

[Music]

going in 2023 the center for AI safety

released a statement signed by some of

the biggest and brightest mins in

computer science and

Beyond it set off a chain reaction of

opinion from experts around the

globe right now a lot of companies are

building increasingly powerful AI

systems and prioritizing ais's

intelligence over their safety and so

they're racing

ahead the key problem is that today AI

is completely unregulated it's less

regulated than a

sandwich I think reminding ourselves

that we shouldn't weaponize technology

and and that we can destroy ourselves

with new inventions that's actually

timely and

appropriate there are a couple of things

I'm worried about potential undermining

of democracy trust through these systems

being able to spread misinformation at

scale and um enable folks with malicious

intent to more easily do what they want

to

do one question is how our own lives

will have meaning as uh AI capabilities

develop and AIS begin to gradually

replace Us in the workforce AI

replacement in the workforce can take a

far more Insidious role by weakening our

resolve and eliminating our

self-worth this is called

enfeeblement it will be possible to

design AIS that can fully replace Place

human workers in the workforce so that a

company could decide instead of hiring a

human to execute a task they could

simply hire an AI and talk to the AI

directly to tell it what they want the

AI to do across time you give it more

and more tasks as that you start

automating entire jobs when that happens

then you start to become dependent on

the AI systems and people forget how to

do the things in the first

place when you go to a new city when you

used to have to figure out your way

around without supportive technology you

actually could kind of learn your way

around a city you know what was North

and South and so forth today people just

follow the instructions of the uh voice

on their phone and they sometimes hav't

a clue where they are relative to where

they started out eventually even CEOs

might be replaced if AI CEOs are much

more capable they can work non-stop they

can process aot lot more information

they have a wider variety of skills and

the companies that have those in charge

may do substantially better than the

ones that have humans in charge so then

they get outcompeted we don't have the

same biases or emotions that can

sometimes Cloud decision making and can

process large amounts of data quickly in

order to make the best

decisions history has taught us how

detrimental it can be for Humanity to

lose livelihood and purpose the Great

depression world wars and even the most

recent pandemic are examples we do want

to think about which human capabilities

we

treasure we saw a lot of loss of

people's ability to communicate with one

another face to face during the pandemic

when their world moved online we saw

young people's mental health crashing in

particular with uh very limited

interactions and opportunities to get

out and explore and

expand there may be less and less room

for human beings to derive meaning in

their life through work and through

other kinds of long-term

achievements if AIS are smart enough to

replace Us in the global Workforce they

can manipulate us to behave in whatever

way is beneficial to the society they

could

create current AI systems can engage in

extremely complicated diverse

Behavior they can compete in social

games that requires the ability to mind

read imagine people who want to polarize

a particular

country we see this a lot in our country

right now and so they want to crank out

a lot of social media posts that look

like news or that look like fact if you

add AIS and Bots they can amplify it by

millions hundreds of millions this could

become relevant potentially in the next

election and that might might end up

creating some unfortunate Dynamics where

some candidate who wouldn't normally get

popular became very popular because they

knew how to wield this type of

Technology very well you can see that

that technology could become extremely

damaging and dangerous in many political

contexts then you plunge people into

civil disorder and you lose any sense of

personal security in in in a country or

a place and that just ruins

everything this is going on

and this is very disturbing I think we

all need to take a step back you know uh

and remember that those people that were

hearing terrible things about online

these are human beings we have a lot

more in common than what these social

media posts are trying to do to

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us if AIS are capable of social

manipulation want to stop them from the

most catastrophic scenario waging

War I think that there is a risk of

weaponized AI systems they pave the way

for these becoming substantially more

catastrophic if you lose control of a

chatbot okay it doesn't cause that much

harm if you lose control over all of

your weaponized AIS then you're in a lot

more

danger two years ago in Libya military

forces deployed autonomous drones that

made their own decisions without a human

p

about which enemy combatants to

Target this is extremely dangerous as AI

systems can malfunction and human

oversight is essential to controlling

them perhaps the most frightening

example would be including AI in the

nuclear chain of

command currently there are no laws

preventing this in the United States or

other

countries it is important to maintain

perspective on ai's current capabilities

when faced with nightmare

scenarios we should be cognizant of the

fact that these models were trained on

human generated data there are scenarios

where an AI agent suddenly becomes super

intelligent um improves itself at an

exponential rate and then we lose

control and somehow this leads to human

extinction um and that scenario seems

incredibly implausible to

me

on the flip side of All These Warnings

many computer scientists and economists

believe there are great benefits to

AI artificial intelligence will lead to

higher rates of economic growth because

it'll lead to higher labor productivity

yeah and that's a good thing but we need

to make sure that uh this economic

growth is distributed and not just

captured by AI companies

there will be immense beneficial impacts

of these Technologies in

education tailor shooters that can

explain

Concepts I think that's probably one

application area that I I'm quite

excited

about I'm super excited about the

opportunities of AI to improve health

there are so many ways think of it not

in terms of large language models but

large Health models large Behavior

models that are all done very carefully

and respectfully honoring people's

feelings really helping you take better

control over your health so this is the

kitchen which again looks like a normal

kitchen AI technology is being used to

assist the elderly managing tracking and

even monitoring Health it will make a

measurement of your heart

rate facial recognition algorithms could

detect the first signs of sadness or

depression for health care for Medical

Imaging and for personalized Healthcare

we can fine-tune the model to update the

model um according to different

people researchers like s Han are

working to revolutionize AI Computing so

that it can be accessible to everyone in

the palm of their own hand to bridge the

gap between the supply and the demand of

computing so that everyone can uh use AI

at a lower cost higher efficiency and

better accuracy

I believe uh efficient air Computing can

really revolutionize a lot of different

walks of life lots of mobile devices can

have air Computing capability it'll be a

lot more accessible for us to seamlessly

communicate with the cloud to make AI

more affordable and more

accessible ultimately the experts all

agree the future of AI is in our hands

it's limited by what we develop it's not

going to become anything people need to

fear it's only doing what we are

equipping it to be able to be capable of

doing so the key is oversight

collaboration control I think it's very

important that we create powerful

regulations that can monitor and

restrain the rise of AI

capabilities there's a huge amount of

control we can do and we should do to

make sure the powerful AI is doing what

we are hoping it to do and benefiting uh

the human uh Society we're focused

together on establishing guard rails

that maximize Innovation to use AI for

good while minimizing the risks that it

represents to ensure that AI

capabilities are used safely that they

strengthen human rights and Democratic

Values rather than repress them and that

they Advance Equity not biased the

voluntary commitments that these tech

companies made to the White House seems

like a very positive development

included in that commitment is to have

external Auditors check the models for

their bioweapon capabilities their

hacking capabilities you have some of

these leaders in the industry talking

about how they're concerned whether

machine will be able to begin to think

for

itself not need to be programmed I mean

it's just I I know it sounds like

science fiction

but it is close to science fiction some

of the things has enormous potential

being proactive now is the key to

maintaining control while benefiting

from the technology how do we transform

technology in a way that makes human

lives better not that reduces us to

household pets and it's a fundamental

different philosophical aim and if you

don't think about it up front when

you're building the technology you build

different

things artificial intelligence is here

so the best path forward is to embrace

it and learn how to

coexist I will be working alongside

humans to provide assistance and support

when we say we're coexisting with AIS to

me that's the same statement as we're

coexisting with the internet coexisting

with computers from that perspective I

think we will be coexisting with

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AI even as we build machines in our

image that take on some of our abilities

and maybe they can compute faster than

us on certain things or answer questions

from a language search faster than us

they are still made by us they are in

our image and we are still in control of

them I don't believe in limitations only

opportunities together we can create a

better future for

everyone

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