Future of talent in an era of AI

can you guys hear me

okay awesome um so yeah speaking about

how

data impacts human emotions uh two

things i learned today i don’t have the

inspiration like our

first speaker i don’t have the charm

like our previous speaker

but yeah i’m here to talk to you guys

about

something that i feel is going to impact

the way not just what we’re doing or

or how we’re living today but some

things are really gonna

that’s something that’s gonna drive the

future of the way we just operate and

the way we just exist

i’m gonna talk about the impact of

artificial intelligence on the future of

talent

i think it’s a topic that is very

pressing it’s something that

is going to impact the way we just get

into the job market and perform our

tasks so it’s something that

is really crucial to the way we start

forming our thought processes around

this

artificial intelligence for those of you

who don’t know is

one of the drivers of the fourth

industrial revolution

which means that it’s going to impact

every single process

every single um product every single

function that we know as mankind today

um

i want to take a walk down memory lane

to tell you guys

my first interaction with technology my

first interaction with

robots and how that sort of shaped me to

sort of start loving

technology in many ways how many of you

guys watched this cartoon

awesome jetsons one of my favorite

cartoons as a kid

and i really thought that they had some

super cool stuff that that really

inspired me to love technology

so three things that i really took out

from that

cartoon show one is video phones right

so george jetson would sort of come

and do these or do these talks or or

he’d like

communicate with people through a video

phone i thought that was really cool

they also had a personal assistant

called rosie who would actually do the

cleaning

and the house work and stuff like that

another fascinating thing that i thought

and the third thing that he had was a

digital watch where

he could not just like have like a video

conversation with someone on it

but just the fact that you had a digital

screen on your wrist with something that

was really cool

but things that we thought that would

not really exist over a period of time

which is why they’re actually showing it

in the cartoon

is something that is a part of our

everyday lives today

and when i actually saw jetsons

i think i was probably maybe seven or

eight years old

um 10 15 years later you started seeing

these technologies in every days

in in our everyday lives and in

everyone’s hands right

uh everyone has a video phone that can

do skype facetime

uh pretty much anything you have robots

as assistants and you have digital

watches through which

you can also not only just check out

your your

heartbeat or or or have access to let’s

say

weather and stuff like that but you can

also make phone conversations which i

think is really cool

but in such a short span and a span of

time you can see how

everyday technology is actually

influenced by

things like machine learning and

artificial intelligence

so looking at stuff like this is where i

felt that technology was just our

friends

and not something out to replace us

however hollywood actually showed us

that

we’re always at a war with this new uh

information with this new piece of

technology with robots right

terminator showed that to us the age of

ultron and avengers actually showed that

to us

so we’re also constantly thought that

these guys are things that we have to

be in a battle with you know in an

everyday scenario

so taking a vote of people in this room

how many of you guys feel that

artificial intelligence is actually good

very cool so good to see a lot of

like-minded people

and how many of you guys think that

artificial intelligence is bad that

technology is going to like

just eat all of us up

okay so good that we have ai optimus and

not

ai pessimists um but in many

in many talks that i’ve actually given

on this topic the crowd is more or less

split right some people actually feel

that artificial intelligence

is out there uh to sort of get after

what we’re sort of doing and replace us

in many ways

in fact scientific community and

academia at large

is also conflicted with this thought

where you have like guys like bill gates

and zuckerberg on the one hand who feel

that

ai is super cool and it’s gonna really

transform and change life

and on the other hand you have guys like

elon musk who actually feel that

uh artificial intelligence is gonna

replace us

okay so talk about technology failing

when you needed to

okay

so zuckerberg one of the greatest ai

optimists he feels that if you’re

against artificial intelligence and if

you’re against technology

you’re actually against the essence of

mankind so you’re against

uh smarter let’s say gadgets you’re

against

uh solving viruses like coronavirus

through technology or against the

essence of humanity

and then you have guys like musk um

okay i just guess that technology is

failing us today

okay and you have guys like must who

actually think that technology is gonna

is really gonna get out of our uh get us

out of our comfort zones and get us out

of the jobs that we’re doing today

um but whenever i sort of look at this

debate right i’m taken back to the

industrial revolution

where there were many people who

actually thought that

these machines are actually going to

replace human endeavor and we’re going

to be useless and redundant

so this is one of the photos that

actually was the first

organized revolt against industrial

revolution it’s very funny because it

happened 100 years after industrial

revolution actually started

where you had guys in new york actually

trying to

create and organize labor against um

against guys from putting machines in

factories

i think you’re gonna have to just like

do this for me

great but when you take a step back and

you look at the impact of industrial

revolution you’ll actually see that

technology

and mechanized ways of production had a

positive effect on human life

so you can see that life expectancy was

somewhere around 30 years of

people living to 30 years around the

1500s

and now that’s about like 75 to 80 years

you can see its impact on gdp as well

right so

not only did the productivity of the

world sort of increase rapidly when

industrial revolution started being

adopted

but you also saw that countries like the

west that were the proponents of

industrial revolution actually grew a

lot

faster than the rest of the world there

was sort of laggards in adopting

new technology and new processes

let me come back to the topic of today

right is

is artificial intelligence really out

there to replace us

so mckinsey did a study recently on the

future of jobs

what that report actually revealed is

that less than five percent of

percent of the jobs um have tasks that

are actually hundred percent automatable

if you look at the stat in a way it’s

good makes us feel that

that we we’re still going to be required

however that same report had another

very shocking statistic what it said is

that 60

of the jobs of of today and the future

are actually going to have one third of

them that is going to be replaced by

some form of technology

so essentially our jobs are safe

but the way we’re going to perform those

jobs is going to be very different

let’s summarize the discussion so far

including the fact that technology

failed

um ai is not necessarily good or bad

uh automation is spreading at a rate

that we cannot even imagine

technology i believe will augment human

effort is going to make a lot of what we

do

a lot better a lot more efficient and

we’re already seeing great signs of that

and there is still however a clear

societal impact of artificial

intelligence

coming to the workforce and and the way

people just

invest their time if you’re looking at

from when ai is adopted to

not sorry so when mechanized production

is actually adopted to now

what you sort of see is that there is a

lesser

um intensity of agriculture and a

greater

adoption of guys and services so what

that’s actually telling you is that

automation really displaced labor

uh from mechanized stuff that they would

do but is

now making us to actually think about

how we can actually apply ourselves

better

but low skilled labor is actually going

to impact or be impacted first

through new technology if i had to look

at a study of the american population

about 50 percent

of them were earlier employed in

agriculture

that statistic is actually down to less

than two percent today

now think about the impact of artificial

intelligence

into or or rather machine replacing

human effort in a country like india

right you’re going to have

wide scale um just because of the fact

that the lowest

form of labor is going to be replaced by

technology you’re going to have a huge

gap in in income you’re going to have

more rich you’re going to have

more poor and that gap between them is

just going to keep increasing

that is actually going to cause a lot of

societal tension you’re going to have a

greater socio-economic divide

and that is going to create a lot of

people wanting to revolt the guys

who actually have a lot of things gifted

to them on the plate right so that’s

going to create

like a strain on the national on the on

the nation’s fabric

starting a report from dell eighty-five

percent of the jobs of tomorrow

don’t even exist today which means that

we don’t even know what we’re going to

head out into

but one thing is actually clear right so

there’s not going to be a shortage of

jobs

but it’s going to be a shortage of

skills required to perform those jobs

which actually makes us wonder what are

we doing in institutions like this right

how relevant is what we’re studying

today when we sort of enter the job

market of tomorrow

so i’m a non-technical student in the

sense that i never actually studied

computer engineering but i lead a data

sciences team

because i’m able to i have a grounding

in statistics that sort of enables me to

understand how to look at problems

differently

but when i was in college and when i was

in school right things like artificial

intelligence and machine learning

weren’t even heard of

um i read another statistics from the

world economic forum that actually said

that 50

of the knowledge that you are taught in

a first year

engineering degree is actually going to

be redundant by the time you’re done

with that program

which is actually a very startling fact

because then you sort of question

the relevance of the stuff that you’re

actually taught in classrooms today

now if we are feeling this ourselves

right think about those who don’t even

know

what artificial intelligence is like our

drivers our cooks

uh our support staff they don’t even

know technology the way we do

so if you are going to create products

and

and technology that’s actually going to

replace them they don’t even know it’s

going to be headed

and now as you go further down the value

chain you’re going to find that this is

actually going to become

a huge problem in a developing country

especially like ours

having said that i feel i am an ai

optimist i feel that there’s a lot that

we can do with technology

just the fact that uh translation

solving diseases things like that are

actually being enhanced by technology

means that humanity is not actually

doomed not actually headed

um for a doomsday per se but you’re

still going to require the human to

govern that technology you’re going to

require

a guy to operate that robot to see that

robot is actually

doing the right thing or not so in many

ways i am an ai optimist

uh vibes like this from the government

and and programs that they create

this one is by the niti ayog actually

shows that there is thinking in that

direction

the lesser fortunate part of society is

actually being looked at

so i’m quite positive about the future

however when it comes to skills

that we require right i don’t think it’s

the theory of what we study in a

classroom that actually holds us in good

stead

but i feel that it’s skills that will

actually keep us in a good place in the

workforce and i don’t think

there is going to be technology that’s

actually going to replace that part of

it

um one is adaptability that you should

be able to

thrive in any situation that you’re

thrown in and that’s a skill that’s

going to

really be tested as we go into the

future

the next thing is devising a broader

outlook you’ve got to be able to step

outside a problem and look at it from a

holistic point of view

and i think that thought process is just

going to be enabling you to sort of come

up with solutions that you couldn’t have

even thought of before

you have to constantly be hungry for

knowledge right

be it nutrition or acting or theater or

whatever it is there’s always something

to learn there’s always something new

that i didn’t know today

heck i feel that i learned so much more

just sitting through two talks today

right so

i feel that you have to constantly be

wanting to learn and wanting to grasp

new knowledge

that is a skill that i feel that you’re

not going to be replaced by technology

with it

and be a team player you have to know

how to work not just harmonize your

efforts with people but now with robots

you’ve got to find a way how to make

technology

actually be working in a direction you

wanted to rather than being overwhelmed

by it

these are skills that i feel that are

really cool however when we look at

education systems like the world’s

best in finland there are three more

skills that they actually talk about

the first one being critical thinking

that you should be able to evaluate

problems and come up with solutions

uh at a very rapid rate the next is

communication if we’re not able to

understand each other if we’re not able

to understand situations

we’ll never be able to solve a problem

together and the last thing is

creativity

you’ve got to constantly be innovative

in the solutions you come up with

and you’ve constantly got to adapt

yourself i feel that if we possess these

skills

there’s no replacing us and the world is

not doomed after all

thank you

你们能听到

我说话吗 在这里和你们谈谈

我觉得会影响

我们今天所做的事情或我们今天的生活方式

的事情,但有些事情真的会推动

我们未来的方式 运营和

我们存在的方式

我要谈谈

人工智能对人才未来的影响

我认为这是一个非常紧迫的话题

它将

影响我们

进入就业市场和表现的方式 我们的

任务,所以它

对于我们开始

围绕这种人工智能形成我们的思维过程的方式非常重要,

对于

那些不知道是

第四次工业革命的驱动力之一的人来说

,这意味着它' 将影响

每一个流程

每一个 um 产品 每一个

功能 我们今天所知道的人类

我想沿着记忆的小路走一走

,告诉你们

我与技术的

第一次互动 我与机器人的第一次互动

以及这种形式是如何形成的 我开始

从很多方面开始热爱技术 你们中有多少

人看过这部动画片

很棒的杰森是我小时候最喜欢的动画片之一

,我真的认为他们有一些

超级酷的东西真的

激发了我热爱技术

所以三件事 我真的

从那个

卡通节目中得到了一个是视频电话,

所以乔治杰森

会来做这些或做这些谈话,或者

他想

通过视频电话与人交流

我认为这真的很酷

他们也有 一个叫罗西的私人助理

,他实际上会做

清洁

和家务之类的事情,我认为这是

另一件令人着迷的

事情,他拥有的第三件事是 一块

数字手表,

他不仅喜欢

在上面与某人进行视频对话,

还只是因为你手腕上有一个数字

屏幕,上面有

一些非常酷

但我们认为

在一段时间内不会真正存在的东西 时间

,这就是为什么他们实际上

在卡通片中展示它

是我们今天日常生活的一部分

,当我真正看到杰森时,

我想我可能七

八岁,

嗯 10 15 年后你开始看到

这些技术在我们日常生活中的每

一天,在

每个人的手中,对吧,

每个人都有一部视频电话,可以

做 Skype facetime

您的

心跳或或或可以访问让我们

天气和类似的东西,但您

也可以进行电话交谈,我

认为这真的很酷,

但在这么短的时间内

一段时间后,您可以看到

日常技术实际上是如何

受到

机器学习和人工智能等事物的影响,

所以看着这样的东西,我

觉得技术只是我们的

朋友,

而不是取代我们的东西,

但好莱坞实际上向我们展示了

这一点

我们总是在与这个新的呃

信息和这个

带有机器人的新技术进行战争 正确的

终结者向我们表明,

奥创和复仇者的时代实际上向我们展示了这一点

所以我们也一直认为

这些家伙是 我们

必须与你战斗,你知道在

日常生活中

所以在这个房间里投票给这个房间里的人有

多少人觉得

人工智能实际上

很好很酷很高兴看到很多

志同道合的人

以及如何 你们中的许多人认为

人工智能很糟糕,

技术会

喜欢吃掉我们所有人,

好吧,太好了,我们有人工智能而

不是

悲观主义者,嗯嗯 在我实际上

就这个话题发表的许多演讲中,人群或多或少是

分裂的,有些人实际上

觉得人工智能

就在那里,呃,是为了追随

我们正在做的事情并取代我们

事实上,科学界和

学术界在很多

方面也与这种想法相冲突

,一方面你有像

比尔盖茨和扎克伯格这样的人,他们觉得

人工智能非常酷,它会真正

改变和改变生活

,另一方面 你有像

埃隆马斯克这样的人,他们实际上觉得

人工智能将

取代我们,

好吧,所以

当你需要的时候谈论技术失败,

好吧

,扎克伯格是最伟大的人工智能乐观主义者之一,

他认为如果你

反对人工智能并且如果

你 反对技术

你实际上反对人类的本质

所以你反对

呃更聪明的小工具你

反对

呃通过技术解决像冠状病毒这样的病毒

或者违背

人类的本质

,然后你有像马斯克这样的人,嗯,

好吧,我只是

猜想今天的技术让我们

失望了,好吧,你有像必须这样的人,他们

实际上认为技术

真的会离开我们,呃,让我们

离开 我们的舒适区,让我们摆脱

今天所做的工作

取代人类的努力,我们

将变得无用和多余,

所以这是

实际上是第一次

有组织地反抗工业

革命的照片之一,这很有趣,因为它

发生在工业革命真正开始 100 年后

,你有新的人 约克实际上

试图

创造和组织劳工

反对那些将机器放在

工厂里的人,

我认为你必须喜欢

为我做这件事,

但是 然后你退后一步,

看看工业革命的影响,

你会发现

技术

和机械化的生产方式

对人类的生活产生了积极的影响,

所以你可以看到预期

寿命大约是人类寿命的 30

岁 1500 年左右的 30 年

,现在大约 75 到 80 年,

您可以看到它对 gdp 的影响也是

正确的,因此

,当工业革命开始被采用时,不仅世界的生产力迅速提高,

而且您还看到像这样的国家 作为工业革命

的支持者的西方实际上

比世界其他地区的发展速度要快得多

,在采用

新技术和新工艺方面有些落后

让我回到今天的话题,

正确的

是人工智能真的

存在吗? 取代我们,

所以麦肯锡最近做了一项关于

未来工作的研究

,该报告实际上揭示的是

,不到百分之五

的工作 bs um 的任务

实际上是 100% 可自动化的,

如果你以一种很好的方式查看统计数据,这

让我们

觉得我们仍然需要我们,

但是同一份报告还有另一个

非常令人震惊的统计数据,它所说的

是 60

今天和未来

的工作实际上将有三分之一的

工作将被

某种形式的技术取代,

所以基本上我们的工作是安全的,

但我们执行这些

工作的方式将是 非常不同,

让我们总结一下到目前为止的讨论,

包括技术失败的事实,

嗯,人工智能不一定是好或坏,

嗯,自动化正在以我们甚至无法想象的速度传播,

我相信技术会增加人类的

努力,这将使我们做出很多事情

做得更好,效率更高,

我们已经看到了很好的迹象,

但是人工智能进入劳动力市场和人们的方式仍然会产生明显的

社会影响

如果你

从人工智能被采用到

不后悔,

那就花点时间吧

所以

这实际上告诉你的是,

自动化确实取代了劳动力,

嗯,他们会做的机械化工作,

现在让我们真正思考我们

如何才能更好地实际应用自己,

但低技能劳动力实际上

会影响或首先受到影响

新技术如果我不得不看

一下对美国人口的研究,其中

大约 50%

的人早期从事

农业工作

,而今天的统计数据实际上下降到

不到 2%

现在想想人工智能

对或者更确切地说是机器取代

人类的影响 在像印度这样的国家努力,

你将拥有

广泛的规模,嗯,只是

因为最低

形式的劳动力是 将被

技术取代 你将

在收入上出现巨大差距 你将变得

更加富有 你将拥有

更多的穷人 而且他们之间的差距

只会不断扩大

这实际上会 造成很大的

社会紧张,你将有

更大的社会经济鸿沟

,这将导致很多

人想要反抗

那些实际上有很多

东西在盘子上的人,所以这

会发生

对国家造成压力

但有一件事实际上很清楚,

所以不会缺少

工作,

但会缺少

执行这些工作所需的技能,

这实际上让我们想知道

我们在这样的机构中正在做什么,对

,相关性有多重要 我们在研究什么

今天当我们进入明天的就业

市场时,

我是一个非技术专业的学生,

因为我从未真正学习过

计算机工程,但我领导一个数据

科学团队,

因为我能够拥有

统计学基础 这使我能够

理解如何以不同的方式看待问题,

但是当我在大学和

在校时

,甚至没有听说过人工智能和机器学习之类的东西,

嗯,我阅读了

世界经济论坛的另一个统计数据 实际上

说,当您完成该程序时,您

在第一年

工程学位中学到的 50 知识实际上将

是多余的

这实际上是一个非常令人吃惊的事实,

因为您有点

质疑 你

今天在课堂上实际教过的东西

如果我们自己感觉

正确,想想那些甚至不

知道人工智能是什么的人,比如我们的

司机我们的首席运营官 ks

uh 我们的支持人员他们甚至不

知道我们这样做的技术

如果您要创造

实际上将取代它们的产品和技术,

他们甚至不知道

它将被引导

,现在随着您走得更远 在价值

链中,你会发现这

实际上将成为

发展中国家的一个大问题,

尤其是像我们这样的国家

,我说我觉得我是一个人工智能

乐观主义者我觉得

我们可以用技术做很多事情

事实上,翻译

解决疾病之类的事情

实际上正在通过技术得到增强,这

意味着人类实际上并没有

注定不会真的走向

世界末日,但你

仍然需要人类来

管理你要去的技术 要求

一个人操作那个机器人,看看那个

机器人实际上是不是

在做正确的事情,所以在很多

方面,我是一个人工智能乐观主义者,

呃,来自政府

和他们创造的程序的这种

感觉 s one is by the niti ayog 实际上

表明人们正在朝着这个方向思考

社会中不幸的部分

实际上正在被关注

所以我对未来非常乐观

但是当谈到

我们需要正确的技能时我不 认为这

是我们在课堂上学习的理论

实际上使我们处于有利

地位,

但我认为技能

实际上将使我们在劳动力中处于有利位置

,我

认为实际上不会有技术

将取代它的那一部分,

嗯,一个是适应性,你

应该能够

在你陷入的任何情况下茁壮成长

,这是一项技能,

随着我们进入未来,将会真正受到考验,

接下来的事情是设计一个更广泛的

展望你必须能够

跳出问题并从

整体的角度看待它

,我认为思考过程

只会让你

想出你甚至无法提出的解决方案

你 在

你必须不断地渴望

知识之前,

无论是营养、表演还是戏剧或其他任何东西,总有一些东西

要学,总有一些

我今天不知道的新东西,

哎呀,我觉得我只是坐着就学到了很多东西

通过今天的两次谈话

我觉得你必须不断地

想要学习并想要掌握

新知识

,这是一种技能,我觉得你

不会被技术取代,

并且成为你拥有的团队合作者 要知道

如何工作,不仅要

与人协调工作,而且现在要与机器人协调工作,

你必须找到一种方法,如何让

技术

真正朝着你想要的方向工作,

而不是

被它淹没,

这些都是我觉得的技能

真的很酷,但是当我们看到

像芬兰世界上最好的教育系统时

,他们实际上谈到了另外三种技能,

第一个是批判性思维

,你应该能够 评估

问题并提出解决方案

嗯 以非常快的速度接下来是

沟通 如果我们无法

相互理解 如果我们

无法理解情况

我们将永远无法一起解决问题

最后 关键是

创造力,

你必须

在你想出的解决方案中不断创新

,你必须不断适应

自己