With AI, Anyone Can Be a Coder Now | Thomas Dohmke | TED

257,947 views ใƒป 2024-05-24

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ูŠุฑุฌู‰ ุงู„ู†ู‚ุฑ ู†ู‚ุฑู‹ุง ู…ุฒุฏูˆุฌู‹ุง ููˆู‚ ุงู„ุชุฑุฌู…ุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ ุฃุฏู†ุงู‡ ู„ุชุดุบูŠู„ ุงู„ููŠุฏูŠูˆ.

ุงู„ู…ุชุฑุฌู…: Mahmoud Mohamed Ahmed ุงู„ู…ุฏู‚ู‘ู‚: Dana Sarhan
00:04
You know, I'm one of these adults
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ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุฃู†ุง ูˆุงุญุฏ ู…ู† ู‡ุคู„ุงุก ุงู„ุจุงู„ุบูŠู† ุงู„ุฐูŠู†
00:06
that actually still loves playing with LEGO.
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ู…ุง ุฒุงู„ูˆุง ูŠุญุจูˆู† ุงู„ู„ุนุจ ุจุงู„ู„ูŠุฌูˆ.
00:09
I loved them way back in the '80s in Berlin when I grew up,
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ู„ู‚ุฏ ุฃุญุจุจุชู‡ู… ููŠ ุงู„ุซู…ุงู†ูŠู†ูŠุงุช ููŠ ุจุฑู„ูŠู† ุนู†ุฏู…ุง ู†ุดุฃุชุŒ
00:13
and I still love them.
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ูˆู…ุง ุฒู„ุช ุฃุญุจู‡ู….
00:14
And these days, I build LEGO with my kids on Saturday afternoons.
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ูˆููŠ ู‡ุฐู‡ ุงู„ุฃูŠุงู…ุŒ ุฃู‚ูˆู… ุจุจู†ุงุก ุงู„ู„ูŠุฌูˆ ู…ุน ุฃุทูุงู„ูŠ ุจุนุฏ ุธู‡ุฑ ูŠูˆู… ุงู„ุณุจุช.
00:19
And the reason that my love for LEGO
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ูˆุงู„ุณุจุจ ููŠ ุฃู† ุญุจูŠ ู„ู„ูŠุฌูˆ
00:21
has remained evergreen is, quite simply,
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ุธู„ ุฏุงุฆู…ู‹ุง ู‡ูˆุŒ ุจูƒู„ ุจุณุงุทุฉุŒ
00:23
that LEGO is a system for realizing creativity
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ุฃู† ุงู„ู„ูŠุฌูˆ ู‡ูˆ ู†ุธุงู… ู„ุชุญู‚ูŠู‚ ุงู„ุฅุจุฏุงุน
00:27
with almost no barrier to entry.
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ุฏูˆู† ุฃูŠ ุนุงุฆู‚ ุชู‚ุฑูŠุจู‹ุง ุฃู…ุงู… ุงู„ุฏุฎูˆู„.
00:30
And Iโ€™m not only a LEGO dad,
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ูˆุฃู†ุง ู„ุณุช ุฃุจู‹ุง ู…ู† ุงู„ู„ูŠุฌูˆ ูุญุณุจุŒ
00:31
I'm also the CEO of GitHub.
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ุจู„ ุฃู†ุง ุฃูŠุถู‹ุง ุงู„ุฑุฆูŠุณ ุงู„ุชู†ููŠุฐูŠ ู„ุดุฑูƒุฉ ุบูŠุช ู‡ุงุจ.
00:33
And if you don't know GitHub,
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ูˆุฅุฐุง ูƒู†ุชู… ู„ุง ุชุนุฑููˆู† ุบูŠุช ู‡ุงุจุŒ
00:35
you can think of it as the home of coding.
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ููŠู…ูƒู†ูƒู… ุงู„ุชููƒูŠุฑ ููŠู‡ ุนู„ู‰ ุฃู†ู‡ ู…ูˆุทู† ุงู„ุชุฑู…ูŠุฒ.
00:37
It's where all the software developers,
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ุฅู†ู‡ ุงู„ู…ูƒุงู† ุงู„ุฐูŠ ูŠุชูˆุงุฌุฏ ููŠู‡ ุฌู…ูŠุน ู…ุทูˆุฑูŠ ุงู„ุจุฑุงู…ุฌุŒ
00:40
the chief nerds of our society,
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ุงู„ู…ู‡ูˆูˆุณูŠู† ุงู„ุฑุฆูŠุณูŠูŠู† ููŠ ู…ุฌุชู…ุนู†ุงุŒ
00:43
collaborate together.
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ูŠุชุนุงูˆู†ูˆู† ู…ุนู‹ุง.
00:45
And it's part of our mission to make it as easy as possible
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ูˆู‡ูˆ ุฌุฒุก ู…ู† ู…ู‡ู…ุชู†ุง ู„ุฌุนู„ ุงู„ุฃู…ุฑ ุณู‡ู„ุงู‹ ู‚ุฏุฑ ุงู„ุฅู…ูƒุงู†
00:48
for every developer to build small and big ideas with code.
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ู„ูƒู„ ู…ุทูˆุฑ ู„ุจู†ุงุก ุฃููƒุงุฑ ุตุบูŠุฑุฉ ูˆูƒุจูŠุฑุฉ ุจุงุณุชุฎุฏุงู… ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ.
00:54
But in contrast to LEGO,
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ูˆู„ูƒู† ุนู„ู‰ ุนูƒุณ ุงู„ูŠุฌูˆุŒ
00:55
the process of building software feels daunting to most people.
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ูุฅู† ุนู…ู„ูŠุฉ ุจู†ุงุก ุงู„ุจุฑุงู…ุฌ ุชุจุฏูˆ ุดุงู‚ุฉ ู„ู…ุนุธู… ุงู„ู†ุงุณ.
01:01
This all started to change
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ุจุฏุฃ ูƒู„ ู‡ุฐุง ูŠุชุบูŠุฑ
01:03
when ChatGPT came along in late 2022.
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ุนู†ุฏู…ุง ุธู‡ุฑ ุดุงุช ุฌูŠ ุจูŠ ุชูŠ ููŠ ุฃูˆุงุฎุฑ ุนุงู… 2022.
01:06
Now we live in a world where intelligent machines understand us
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ู†ุญู† ู†ุนูŠุด ุงู„ุขู† ููŠ ุนุงู„ู… ุชูู‡ู…ู†ุง ููŠู‡ ุงู„ุขู„ุงุช ุงู„ุฐูƒูŠุฉ
01:10
as much as we understand them.
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ุจู‚ุฏุฑ ู…ุง ู†ูู‡ู…ู‡ุง.
01:13
All because of language.
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ูƒู„ ุฐู„ูƒ ุจุณุจุจ ุงู„ู„ุบุฉ.
01:15
And this will forever change the way we create software.
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ูˆู‡ุฐุง ุณูŠุบูŠุฑ ุฅู„ู‰ ุงู„ุฃุจุฏ ุงู„ุทุฑูŠู‚ุฉ ุงู„ุชูŠ ู†ุตู†ุน ุจู‡ุง ุงู„ุจุฑุงู…ุฌ.
01:20
Up until now, in order to create software,
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ุญุชู‰ ุงู„ุขู†ุŒ ู…ู† ุฃุฌู„ ุฅู†ุดุงุก ุจุฑู†ุงู…ุฌุŒ
01:23
you had to be a professional software developer.
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ูƒุงู† ุนู„ูŠูƒ ุฃู† ุชูƒูˆู† ู…ุทูˆุฑ ุจุฑุงู…ุฌ ู…ุญุชุฑูู‹ุง.
01:25
You had to understand, speak and interpret the highly complex,
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ูƒุงู† ุนู„ูŠูƒ ุฃู† ุชูู‡ู… ูˆุชุชุญุฏุซ ูˆุชูุณุฑ ุงู„ู„ุบุฉ ุงู„ู…ุนู‚ุฏุฉ ู„ู„ุบุงูŠุฉ
01:31
sometimes nonsensical language of a machine that we call code.
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ูˆุฃุญูŠุงู†ู‹ุง ุบูŠุฑ ุงู„ู…ู†ุทู‚ูŠุฉ ู„ุขู„ุฉ ู†ุณู…ูŠู‡ุง ุงู„ูƒูˆุฏ.
01:35
Modern code still looks like hieroglyphics to most people.
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ู„ุง ูŠุฒุงู„ ุงู„ูƒูˆุฏ ุงู„ุญุฏูŠุซ ูŠุดุจู‡ ุงู„ู‡ูŠุฑูˆุบู„ูŠููŠุฉ ู„ู…ุนุธู… ุงู„ู†ุงุณ.
01:39
Here's an example.
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ุฅู„ูŠูƒู… ู…ุซุงู„.
01:41
This, from the early 1940s,
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ู‡ุฐู‡ุŒ ู…ู†ุฐ ุฃูˆุงุฆู„ ุงู„ุฃุฑุจุนูŠู†ูŠุงุชุŒ
01:43
is the world's first computer programming language,
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ู‡ูŠ ุฃูˆู„ ู„ุบุฉ ุจุฑู…ุฌุฉ ูƒู…ุจูŠูˆุชุฑ ููŠ ุงู„ุนุงู„ู…ุŒ
01:46
called Plankalkรผl.
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ุชุณู…ู‰ ุจู„ุงู†ูƒุงู„ูƒูˆู„.
01:48
It set the foundation for the modern code that we use today.
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ู„ู‚ุฏ ูˆุถุนุช ุงู„ุฃุณุงุณ ู„ู„ูƒูˆุฏ ุงู„ุญุฏูŠุซ ุงู„ุฐูŠ ู†ุณุชุฎุฏู…ู‡ ุงู„ูŠูˆู….
01:50
And as you can see, it's a few numbers,
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ูˆูƒู…ุง ุชุฑูˆู†ุŒ ุฅู†ู‡ุง ุฃุฑู‚ุงู… ู‚ู„ูŠู„ุฉ
01:53
some bubbles and some big-ass brackets.
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ูˆุจุนุถ ุงู„ูู‚ุงุนุงุช ูˆุจุนุถ ุงู„ุฃู‚ูˆุงุณ ุงู„ูƒุจูŠุฑุฉ.
01:57
Not much humanity here, right?
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ู„ูŠุณ ู‡ู†ุงูƒ ุงู„ูƒุซูŠุฑ ู…ู† ุงู„ุฅู†ุณุงู†ูŠุฉ ู‡ู†ุงุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒุŸ
01:59
Flash forward about 20 years
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ุชู‚ุฏู… ุณุฑูŠุนู‹ุง ู„ู…ุฏุฉ 20 ุนุงู…ู‹ุง
02:01
to the programming language called COBOL.
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ุฅู„ู‰ ู„ุบุฉ ุงู„ุจุฑู…ุฌุฉ ุงู„ู…ุณู…ุงุฉ ูƒูˆุจูˆู„.
02:04
COBOL was invented during the Eisenhower years,
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ุชู… ุงุฎุชุฑุงุน ูƒูˆุจูˆู„ ุฎู„ุงู„ ุณู†ูˆุงุช ุฃูŠุฒู†ู‡ุงูˆุฑุŒ
02:07
but it remains an important language
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ู„ูƒู†ู‡ุง ู„ุง ุชุฒุงู„ ู„ุบุฉ ู…ู‡ู…ุฉ
02:09
for many of our largest financial institutions.
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ู„ู„ุนุฏูŠุฏ ู…ู† ุฃูƒุจุฑ ุงู„ู…ุคุณุณุงุช ุงู„ู…ุงู„ูŠุฉ ู„ุฏูŠู†ุง.
02:12
Wall Street, your savings account, your credit cards,
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ูˆูˆู„ ุณุชุฑูŠุชุŒ ุญุณุงุจ ุงู„ุชูˆููŠุฑ ุงู„ุฎุงุต ุจูƒุŒ ุจุทุงู‚ุงุช ุงู„ุงุฆุชู…ุงู† ุงู„ุฎุงุตุฉ ุจูƒุŒ
02:16
all run on this today.
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ูƒู„ู‡ุง ุชุนู…ู„ ุนู„ู‰ ู‡ุฐุง ุงู„ูŠูˆู….
02:18
And we see some familiar words here.
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ูˆู†ุฑู‰ ุจุนุถ ุงู„ูƒู„ู…ุงุช ุงู„ู…ุฃู„ูˆูุฉ ู‡ู†ุง.
02:21
But structurally, I think this doesn't make much sense to most of you.
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ู„ูƒู† ู…ู† ุงู„ู†ุงุญูŠุฉ ุงู„ู‡ูŠูƒู„ูŠุฉุŒ ุฃุนุชู‚ุฏ ุฃู† ู‡ุฐุง ู„ูŠุณ ู„ู‡ ู…ุนู†ู‰ ูƒุจูŠุฑ ู„ู…ุนุธู…ูƒู….
02:24
Flash forward another 30 years to 1991,
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ุงู†ุชู‚ู„ ุฅู„ู‰ ุงู„ุฃู…ุงู… ู„ู…ุฏุฉ 30 ุนุงู…ู‹ุง ุฃุฎุฑู‰ ุญุชู‰ ุนุงู… 1991ุŒ
02:27
and we saw the birth of Python,
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ูˆุดู‡ุฏู†ุง ูˆู„ุงุฏุฉ ุจุงูŠุซูˆู†ุŒ
02:29
one of the most popular programming languages in this era of AI.
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ุฅุญุฏู‰ ู„ุบุงุช ุงู„ุจุฑู…ุฌุฉ ุงู„ุฃูƒุซุฑ ุดุนุจูŠุฉ ููŠ ุนุตุฑ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠ ู‡ุฐุง.
02:34
In 80 years, we went from bubbles to brackets,
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ููŠ 80 ุนุงู…ู‹ุงุŒ ุงู†ุชู‚ู„ู†ุง ู…ู† ุงู„ูู‚ุงุนุงุช ุฅู„ู‰ ุงู„ุฃู‚ูˆุงุณุŒ
02:38
to blips of English,
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ู„ู…ุญุงุช ู…ู† ุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉุŒ
02:39
and yet, we got nowhere near as close as the intuitiveness of human language.
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ูˆู…ุน ุฐู„ูƒุŒ ู„ู… ู†ู‚ุชุฑุจ ู…ู† ุญุฏุณูŠุฉ ุงู„ู„ุบุฉ ุงู„ุจุดุฑูŠุฉ.
02:46
But then came June 2020,
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ูˆู„ูƒู† ุจุนุฏ ุฐู„ูƒ ุฌุงุก ูŠูˆู†ูŠูˆ 2020ุŒ
02:48
and we got early access to OpenAI's large language model,
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ูˆุญุตู„ู†ุง ุนู„ู‰ ูˆุตูˆู„ ู…ุจูƒุฑ ุฅู„ู‰ ู†ู…ูˆุฐุฌ ุฃูˆุจู† ุฃูŠู‡ ุขูŠ ุงู„ู„ุบูˆูŠ ุงู„ูƒุจูŠุฑุŒ
02:52
then called GPT-3.
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ุงู„ุฐูŠ ูƒุงู† ูŠูุทู„ู‚ ุนู„ูŠู‡ ุขู†ุฐุงูƒ ุฌูŠ ุจูŠ ุชูŠ-3.
02:54
It was COVID, we were all on lockdown,
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ูƒุงู† ููŠุฑูˆุณ ูƒูˆุฑูˆู†ุงุŒ ูˆูƒู†ุง ุฌู…ูŠุนู‹ุง ููŠ ุญุงู„ุฉ ุฅุบู„ุงู‚ุŒ
02:56
I remember we were on a video call together.
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ูˆุฃุชุฐูƒุฑ ุฃู†ู†ุง ูƒู†ุง ููŠ ู…ูƒุงู„ู…ุฉ ููŠุฏูŠูˆ ู…ุนู‹ุง.
02:58
We fed random programming exercises into this raw model,
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ู‚ู…ู†ุง ุจุฅุฏุฎุงู„ ุชู…ุงุฑูŠู† ุจุฑู…ุฌุฉ ุนุดูˆุงุฆูŠุฉ ููŠ ู‡ุฐุง ุงู„ู†ู…ูˆุฐุฌ ุงู„ุฎุงู…ุŒ
03:03
and like magic,
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ูˆู…ุซู„ ุงู„ุณุญุฑุŒ
03:04
it solved 93 percent of them during the first few takes.
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ุชู… ุญู„ 93 ุจุงู„ู…ุงุฆุฉ ู…ู†ู‡ุง ุฎู„ุงู„ ุงู„ู„ู‚ุทุงุช ุงู„ู‚ู„ูŠู„ุฉ ุงู„ุฃูˆู„ู‰.
03:09
We at GitHub recognized we had something remarkable in our hands,
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ู„ู‚ุฏ ุฃุฏุฑูƒู†ุง ููŠ ุบูŠุช ู‡ุงุจ ุฃู† ู„ุฏูŠู†ุง ุดูŠุฆู‹ุง ุฑุงุฆุนู‹ุง ููŠ ุฃูŠุฏูŠู†ุงุŒ
03:12
and we quickly turned around a novel developer tool
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ูˆุณุฑุนุงู† ู…ุง ู‚ู…ู†ุง ุจุชุบูŠูŠุฑ ุฃุฏุงุฉ ู…ุทูˆุฑ ุฌุฏูŠุฏุฉ
03:16
called GitHub Copilot:
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ุชุณู…ู‰ ุบูŠุช ู‡ุงุจ ูƒูˆุจูŠู„ูˆุช:
03:17
an AI assistant that predicts and completes code
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ู…ุณุงุนุฏ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠ ุงู„ุฐูŠ ูŠุชู†ุจุฃ ูˆูŠูƒู…ู„ ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ
03:20
for software developers.
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ู„ู…ุทูˆุฑูŠ ุงู„ุจุฑุงู…ุฌ.
03:22
Copilot is now the most adopted AI developer tool on the planet.
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ูŠุนุฏ ูƒูˆุจูŠู„ูˆุช ุงู„ุขู† ุฃุฏุงุฉ ู…ุทูˆุฑูŠ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠ ุงู„ุฃูƒุซุฑ ุงุนุชู…ุงุฏู‹ุง ุนู„ู‰ ู‡ุฐุง ุงู„ูƒูˆูƒุจ.
03:28
The age of programming has been reborn.
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ู„ู‚ุฏ ูˆู„ุฏ ุนุตุฑ ุงู„ุจุฑู…ุฌุฉ ู…ู† ุฌุฏูŠุฏ.
03:31
But the possibilities of the breakthrough
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ู„ูƒู† ุงุญุชู…ุงู„ุงุช ุงู„ุงุฎุชุฑุงู‚
03:33
went further than just these business results.
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ุชุฌุงูˆุฒุช ู…ุฌุฑุฏ ู†ุชุงุฆุฌ ุงู„ุฃุนู…ุงู„ ู‡ุฐู‡.
03:36
Because the large language models that power ChatGPT and Copilot
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ู†ุธุฑู‹ุง ู„ุฃู† ุงู„ู†ู…ุงุฐุฌ ุงู„ู„ุบูˆูŠุฉ ุงู„ูƒุจูŠุฑุฉ ุงู„ุชูŠ ุชุฏุนู… ุดุงุช ุฌูŠ ุจูŠ ุชูŠ ูˆ ูƒูˆุจูŠู„ูˆุช
03:42
are trained on a vast library of human information,
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ูŠุชู… ุชุฏุฑูŠุจู‡ุง ุนู„ู‰ ู…ูƒุชุจุฉ ุถุฎู…ุฉ ู…ู† ุงู„ู…ุนู„ูˆู…ุงุช ุงู„ุจุดุฑูŠุฉุŒ
03:45
they understand and interpret nearly every human language,
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ูุฅู†ู‡ุง ุชูู‡ู… ูˆุชูุณุฑ ูƒู„ ู„ุบุฉ ุจุดุฑูŠุฉ ุชู‚ุฑูŠุจู‹ุงุŒ
03:49
every major human language.
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ูˆูƒู„ ู„ุบุฉ ุจุดุฑูŠุฉ ุฑุฆูŠุณูŠุฉ.
03:52
They seem to get us.
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ูŠุจุฏูˆ ุฃู†ู‡ู… ูŠูู‡ู…ูˆู†ู†ุง.
03:54
We have struck a new fusion
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ู„ู‚ุฏ ุญู‚ู‚ู†ุง ุงู†ุฏู…ุงุฌู‹ุง ุฌุฏูŠุฏู‹ุง
03:56
between the language of a human and a machine.
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ุจูŠู† ู„ุบุฉ ุงู„ุฅู†ุณุงู† ูˆุงู„ุขู„ุฉ.
04:00
With Copilot, any person can now build software in any human language
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ุจุงุณุชุฎุฏุงู… ูƒูˆุจูŠู„ูˆุชุŒ ูŠู…ูƒู† ู„ุฃูŠ ุดุฎุต ุงู„ุขู† ุฅู†ุดุงุก ุจุฑู†ุงู…ุฌ ุจุฃูŠ ู„ุบุฉ ุจุดุฑูŠุฉ
04:07
with a single written prompt.
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ุจุงุณุชุฎุฏุงู… ู…ูˆุฌู‡ ู…ูƒุชูˆุจ ูˆุงุญุฏ.
04:10
Goodbye to the bubbles and the big-ass bracket.
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ูˆุฏุงุนู‹ุง ู„ู„ูู‚ุงุนุงุช ูˆู‚ูˆุณ ุงู„ู…ุคุฎุฑ ุงู„ูƒุจูŠุฑ.
04:15
This is the most profound breakthrough to technology
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ู‡ุฐุง ู‡ูˆ ุงู„ุงุฎุชุฑุงู‚ ุงู„ุฃูƒุซุฑ ุนู…ู‚ู‹ุง ู„ู„ุชูƒู†ูˆู„ูˆุฌูŠุง
04:20
since the genesis of software development itself.
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ู…ู†ุฐ ู†ุดุฃุฉ ุชุทูˆูŠุฑ ุงู„ุจุฑู…ุฌูŠุงุช ู†ูุณู‡ุง.
04:23
Today, there are over 100 million developers on GitHub.
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ูŠูˆุฌุฏ ุงู„ูŠูˆู… ุฃูƒุซุฑ ู…ู† 100 ู…ู„ูŠูˆู† ู…ุทูˆุฑ ุนู„ู‰ ุบูŠุช ู‡ุงุจ.
04:27
That's about one percent of the world's population,
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ู‡ุฐุง ูŠู…ุซู„ ุญูˆุงู„ูŠ ูˆุงุญุฏ ุจุงู„ู…ุงุฆุฉ ู…ู† ุณูƒุงู† ุงู„ุนุงู„ู…ุŒ ูƒู…ุง
04:30
you know, plus-minus.
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ุชุนู„ู…ูˆู†ุŒ ุฒุงุฆุฏู‹ุง ู†ุงู‚ุตู‹ุง.
04:31
I think that number is about to explode.
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ุฃุนุชู‚ุฏ ุฃู† ู‡ุฐุง ุงู„ุฑู‚ู… ุนู„ู‰ ูˆุดูƒ ุงู„ุงู†ูุฌุงุฑ.
04:34
And I want to show you why, here on my MacBook.
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ูˆุฃุฑูŠุฏ ุฃู† ุฃูˆุถุญ ู„ูƒู… ุงู„ุณุจุจุŒ ู‡ู†ุง ุนู„ู‰ ุฌู‡ุงุฒ ู…ุงูƒ ุจูˆูƒ ุงู„ุฎุงุต ุจูŠ.
04:36
We started it all with the original Copilot or how we say the OG Copilot,
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ู„ู‚ุฏ ุจุฏุฃู†ุง ูƒู„ ุดูŠุก ุจุงุณุชุฎุฏุงู… ูƒูˆุจูŠู„ูˆุช ุงู„ุฃุตู„ูŠ ุฃูˆ ุจุงู„ุทุฑูŠู‚ุฉ ุงู„ุชูŠ ู†ู‚ูˆู„ ุจู‡ุง ุฃูˆ ุฌูŠ ูƒูˆุจูŠู„ูˆุชุŒ
04:40
and it literally just predicted and completed code in the editor.
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ูˆู‚ุฏ ุชู†ุจุฃ ุญุฑููŠู‹ุง ุจุงู„ูƒูˆุฏ ูˆุฃูƒู…ู„ู‡ ููŠ ุงู„ู…ุญุฑุฑ.
04:44
You can think of the editor as, you know, the Google Docs for developers.
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ูŠู…ูƒู†ูƒ ุงู„ุชููƒูŠุฑ ููŠ ุงู„ู…ุญุฑุฑ ุนู„ู‰ ุฃู†ู‡ุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ู…ุญุฑุฑ ู…ุณุชู†ุฏุงุช ุฌูˆุฌู„ ู„ู„ู…ุทูˆุฑูŠู†.
04:48
And when you have a doc open, you know how it is, empty page,
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ูˆุนู†ุฏู…ุง ูŠูƒูˆู† ู„ุฏูŠูƒ ู…ุณุชู†ุฏ ู…ูุชูˆุญุŒ ุชุนุฑู ูƒูŠู ู‡ูˆ ุงู„ุญุงู„ุŒ ุตูุญุฉ ูุงุฑุบุฉุŒ
04:52
what do I actually want to do?
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ู…ุงุฐุง ุฃุฑูŠุฏ ูุนู„ุงู‹ ุฃู† ุฃูุนู„ุŸ
04:53
And I mentioned LEGO.
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ูˆุฐูƒุฑุช ู„ูŠุฌูˆ.
04:55
So letโ€™s build a 3D LEGO brick on a web page.
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ู„ุฐู„ูƒ ุฏุนูˆู†ุง ู†ุจู†ูŠ ู„ุจู†ุฉ ู„ูŠุฌูˆ ุซู„ุงุซูŠุฉ ุงู„ุฃุจุนุงุฏ ุนู„ู‰ ุตูุญุฉ ูˆูŠุจ.
04:58
So what developers do, you know, they start typing.
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ุฅุฐู† ู…ุง ูŠูุนู„ู‡ ุงู„ู…ุทูˆุฑูˆู†ุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ูŠุจุฏุฃูˆู† ููŠ ุงู„ูƒุชุงุจุฉ.
05:00
And so I typed in the JavaScript file,
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ูˆู‡ูƒุฐุง ูƒุชุจุช ููŠ ู…ู„ู ุฌุงูุง ุณูƒุฑูŠุจุชุŒ
05:02
create a function to create a LEGO brick.
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ูˆู‚ู…ุช ุจุฅู†ุดุงุก ูˆุธูŠูุฉ ู„ุฅู†ุดุงุก ู„ุจู†ุฉ ู„ูŠุฌูˆ.
05:06
And you can see here this gray text, we call this ghost text.
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ูˆูŠู…ูƒู†ูƒู… ุฃู† ุชุฑูˆุง ู‡ู†ุง ู‡ุฐุง ุงู„ู†ุต ุงู„ุฑู…ุงุฏูŠุŒ ุงู„ุฐูŠ ู†ุณู…ูŠู‡ ู‡ุฐุง ุงู„ู†ุต ุงู„ูˆู‡ู…ูŠ.
05:09
This is coming from the large language model.
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ูŠุฃุชูŠ ู‡ุฐุง ู…ู† ู†ู…ูˆุฐุฌ ุงู„ู„ุบุฉ ุงู„ูƒุจูŠุฑ.
05:12
So now I can just press the tab key and press enter.
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ู„ุฐุง ูŠู…ูƒู†ู†ูŠ ุงู„ุขู† ุงู„ุถุบุท ุนู„ู‰ ู…ูุชุงุญ ุชุงุจ ูˆุงู„ุถุบุท ุนู„ู‰ ู…ูุชุงุญ ุฅู†ุชุฑ.
05:15
And I get another suggestion, you know, to create a LEGO tower.
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ูˆู„ุฏูŠ ุงู‚ุชุฑุงุญ ุขุฎุฑุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ู„ุฅู†ุดุงุก ุจุฑุฌ ู„ูŠุฌูˆ.
05:18
Maybe we do that later.
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ุฑุจู…ุง ู†ูุนู„ ุฐู„ูƒ ููŠ ูˆู‚ุช ู„ุงุญู‚.
05:19
Or I can just do: function draw LEGO brick.
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ุฃูˆ ูŠู…ูƒู†ู†ูŠ ุงู„ู‚ูŠุงู… ุจุฐู„ูƒ ูู‚ุท: ูˆุธูŠูุฉ ุฑุณู… ู„ุจู†ุฉ ู„ูŠุฌูˆ.
05:23
And here again you see ghost text from Copilot right away available for me.
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ูˆู‡ู†ุง ู…ุฑุฉ ุฃุฎุฑู‰ ุชุฑูˆู† ู†ุตู‹ุง ุดุจุญู‹ุง ู…ู† ูƒูˆุจูŠู„ูˆุช ู…ุชุงุญู‹ุง ู„ูŠ ุนู„ู‰ ุงู„ููˆุฑ.
05:28
And if I like what I'm seeing here,
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ูˆุฅุฐุง ุฃุนุฌุจู†ูŠ ู…ุง ุฃุฑุงู‡ ู‡ู†ุงุŒ
05:29
so I get into a mode of writing and understanding,
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ุญุชู‰ ุฃุฏุฎู„ ููŠ ุทุฑูŠู‚ุฉ ุงู„ูƒุชุงุจุฉ ูˆุงู„ูู‡ู…ุŒ
05:32
I can just accept this.
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ูŠู…ูƒู†ู†ูŠ ูู‚ุท ู‚ุจูˆู„ ู‡ุฐุง.
05:34
Developers love that, right?
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ูŠุญุจ ุงู„ู…ุทูˆุฑูˆู† ุฐู„ูƒุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒุŸ
05:35
Because instead of writing ten lines of code themselves
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ู„ุฃู†ู‡ ุจุฏู„ุงู‹ ู…ู† ูƒุชุงุจุฉ ุนุดุฑุฉ ุฃุณุทุฑ ู…ู† ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ ุจุฃู†ูุณู‡ู…
05:38
or copy and pasting them from the internet,
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ุฃูˆ ู†ุณุฎู‡ุง ูˆู„ุตู‚ู‡ุง ู…ู† ุงู„ุฅู†ุชุฑู†ุชุŒ
05:40
they get them right in their editor.
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ูุฅู†ู‡ู… ูŠุญุตู„ูˆู† ุนู„ูŠู‡ุง ุจุดูƒู„ ุตุญูŠุญ ููŠ ู…ุญุฑุฑู‡ู….
05:42
They can stay in the flow.
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ูŠู…ูƒู†ู‡ู… ุงู„ุจู‚ุงุก ููŠ ุงู„ุชุฏูู‚.
05:44
Now what the OG Copilot didnโ€™t offer me is a way to interact with this.
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ุงู„ุขู† ู…ุง ู„ู… ุชู‚ุฏู…ู‡ ู„ูŠ ุฃูˆ ุฌูŠ ูƒูˆุจูŠู„ูˆุช ู‡ูˆ ุทุฑูŠู‚ุฉ ู„ู„ุชูุงุนู„ ู…ุน ู‡ุฐุง.
05:47
I cannot ask questions,
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ู„ุง ุฃุณุชุทูŠุน ุทุฑุญ ุงู„ุฃุณุฆู„ุฉุŒ
05:49
I cannot, you know, instruct it to do different things.
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ู„ุง ุฃุณุชุทูŠุนุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุฃู† ุฃุทู„ุจ ู…ู†ู‡ุง ุงู„ู‚ูŠุงู… ุจุฃุดูŠุงุก ู…ุฎุชู„ูุฉ.
05:52
Last year we launched a new feature, Copilot chat,
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ุฃุทู„ู‚ู†ุง ุงู„ุนุงู… ุงู„ู…ุงุถูŠ ู…ูŠุฒุฉ ุฌุฏูŠุฏุฉุŒ ูˆู‡ูŠ ุฏุฑุฏุดุฉ ูƒูˆุจูŠู„ูˆุชุŒ
05:54
and you can think about it as ChatGPT in your editor.
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ูˆูŠู…ูƒู†ูƒู… ุงู„ุชููƒูŠุฑ ููŠู‡ุง ุนู„ู‰ ุฃู†ู‡ุง ุดุงุช ุฌูŠ ุจูŠ ุชูŠ ููŠ ู…ุญุฑุฑูƒ.
05:58
So I can open this up here in the sidebar.
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ู„ุฐุง ูŠู…ูƒู†ู†ูŠ ูุชุญ ู‡ุฐุง ู‡ู†ุง ููŠ ุงู„ุดุฑูŠุท ุงู„ุฌุงู†ุจูŠ.
06:01
And now I can tell it to create a whole web page
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ูˆุงู„ุขู† ูŠู…ูƒู†ู†ูŠ ุฃู† ุฃู‚ูˆู„ ุฐู„ูƒ ู„ุฅู†ุดุงุก ุตูุญุฉ ูˆูŠุจ ูƒุงู…ู„ุฉ
ุจุงุณุชุฎุฏุงู… ู„ุจู†ุฉ ู„ูŠุฌูˆ ุซู„ุงุซูŠุฉ ุงู„ุฃุจุนุงุฏ ู…ู† ุฃุฌู„ูŠ.
06:04
with a 3D LEGO brick for me.
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ุงู„ุขู† ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุนู„ู‰ ุบุฑุงุฑ ุดุงุช ุฌูŠ ุจูŠ ุชูŠุŒ ูุฅู†ู‡ ูŠุจุซ ุงู„ุงุณุชุฌุงุจุฉุŒ
06:06
Now you know, similar to ChatGPT, it streams the response,
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06:08
and it gives me not only some code
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ูˆู„ุง ูŠุนุทูŠู†ูŠ ุจุนุถ ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ ูุญุณุจุŒ
06:10
but it actually gives me an explanation.
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ุจู„ ุฅู†ู‡ ููŠ ุงู„ูˆุงู‚ุน ูŠุนุทูŠู†ูŠ ุดุฑุญู‹ุง.
06:12
You know, it starts writing code,
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ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ูุฅู†ู‡ ูŠุจุฏุฃ ููŠ ูƒุชุงุจุฉ ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉุŒ
06:14
you can see the comments that explain what that code does.
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ูŠู…ูƒู†ูƒู… ุฑุคูŠุฉ ุงู„ุชุนู„ูŠู‚ุงุช ุงู„ุชูŠ ุชุดุฑุญ ู…ุง ูŠูุนู„ู‡ ู‡ุฐุง ุงู„ุฑู…ุฒ.
06:16
It uses an open-source library called Three.js.
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ูŠุณุชุฎุฏู… ู…ูƒุชุจุฉ ู…ูุชูˆุญุฉ ุงู„ู…ุตุฏุฑ ุชุณู…ู‰ ุซุฑูŠ.ุฌุงูŠ ุงุณ.
06:19
And so you can kind of see here the idea of this empowering developers
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ูˆู‡ูƒุฐุง ูŠู…ูƒู†ูƒู… ุฃู† ุชุฑูˆู† ู‡ู†ุง ููƒุฑุฉ ุชู…ูƒูŠู† ุงู„ู…ุทูˆุฑูŠู†
06:23
and people that want to learn development.
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ูˆุงู„ุฃุดุฎุงุต ุงู„ุฐูŠู† ูŠุฑุบุจูˆู† ููŠ ุชุนู„ู… ุงู„ุชุทูˆูŠุฑ.
06:25
And it ends, you know, with another explanation.
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ูˆูŠู†ุชู‡ูŠุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุจุชูุณูŠุฑ ุขุฎุฑ.
06:28
Now I can go here, inspect that code,
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ุงู„ุขู† ูŠู…ูƒู†ู†ูŠ ุงู„ุฐู‡ุงุจ ุฅู„ู‰ ู‡ู†ุงุŒ ูˆูุญุต ู‡ุฐุง ุงู„ุฑู…ุฒุŒ
06:30
and I can actually push that button to copy it into my file.
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ูˆูŠู…ูƒู†ู†ูŠ ุจุงู„ูุนู„ ุงู„ุถุบุท ุนู„ู‰ ู‡ุฐุง ุงู„ุฒุฑ ู„ู†ุณุฎู‡ ุฅู„ู‰ ู…ู„ููŠ.
06:34
But I want to show you something else here.
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ู„ูƒู†ูŠ ุฃุฑูŠุฏ ุฃู† ุฃุฑูŠูƒู… ุดูŠุฆู‹ุง ุขุฎุฑ ู‡ู†ุง.
06:36
And you might have already seen this little mic icon.
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ูˆุฑุจู…ุง ุชูƒูˆู†ูˆุง ู‚ุฏ ุฑุฃูŠุชู… ุจุงู„ูุนู„ ุฑู…ุฒ ุงู„ู…ูŠูƒุฑูˆููˆู† ุงู„ุตุบูŠุฑ ู‡ุฐุง.
06:38
I can use that to speak to Copilot.
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ูŠู…ูƒู†ู†ูŠ ุงุณุชุฎุฏุงู… ุฐู„ูƒ ู„ู„ุชุญุฏุซ ุฅู„ู‰ ูƒูˆุจูŠู„ูˆุช.
06:40
And I want to ask it, in German, what that code does
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ูˆุฃุฑูŠุฏ ุฃู† ุฃุณุฃู„ู‡ุŒ ุจุงู„ู„ุบุฉ ุงู„ุฃู„ู…ุงู†ูŠุฉุŒ ู…ุงุฐุง ูŠูุนู„
06:43
that is on the left side in the editor.
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ู‡ุฐุง ุงู„ุฑู…ุฒ ุงู„ู…ูˆุฌูˆุฏ ุนู„ู‰ ุงู„ุฌุงู†ุจ ุงู„ุฃูŠุณุฑ ู…ู† ุงู„ู…ุญุฑุฑ.
06:47
(Speaking German) Can you explain to me what that code does?
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(ูŠุชุญุฏุซ ุงู„ุฃู„ู…ุงู†ูŠุฉ) ู‡ู„ ูŠู…ูƒู†ูƒ ุฃู† ุชุดุฑุญ ู„ูŠ ู…ุง ูŠูุนู„ู‡ ู‡ุฐุง ุงู„ุฑู…ุฒุŸ
06:52
And now Copilot responds again,
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ูˆุงู„ุขู† ูŠุณุชุฌูŠุจ ูƒูˆุจูŠู„ูˆุช ู…ุฑุฉ ุฃุฎุฑู‰ุŒ
06:54
but it responds in German to me, right?
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ู„ูƒู†ู‡ ูŠุณุชุฌูŠุจ ู„ูŠ ุจุงู„ู„ุบุฉ ุงู„ุฃู„ู…ุงู†ูŠุฉุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒุŸ
06:56
So it says, if I loosely translate,
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ู„ุฐู„ูƒ ุชู‚ูˆู„ุŒ ุฅุฐุง ู‚ู…ุช ุจุงู„ุชุฑุฌู…ุฉ ุจุดูƒู„ ูุถูุงุถุŒ
06:58
"Yes, of course, this JavaScript code defines a function
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โ€œู†ุนู…ุŒ ุจุงู„ุทุจุนุŒ ุชุญุฏุฏ ุดูุฑุฉ ุฌุงูุง ุณูƒุฑูŠุจุช ู‡ุฐู‡ ูˆุธูŠูุฉ
07:02
named โ€˜drawLEGOBrick.โ€™โ€
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ุชุณู…ู‰ โ€œุฏุฑูˆ ู„ูŠุฌูˆ ุจุฑูŠูƒ.โ€
07:03
So you get the idea here.
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ุญุชู‰ ุชุญุตู„ ุนู„ู‰ ุงู„ููƒุฑุฉ ู‡ู†ุง.
07:04
A six-year-old in Berlin, in Mumbai and Rio,
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ุทูู„ ููŠ ุงู„ุณุงุฏุณุฉ ู…ู† ุนู…ุฑู‡ ููŠ ุจุฑู„ูŠู†ุŒ ููŠ ู…ูˆู…ุจุงูŠ ูˆุฑูŠูˆุŒ
07:08
can now explore coding without their parents being around
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ุงู„ุขู† ุงุณุชูƒุดุงู ุงู„ุชุฑู…ูŠุฒ ุฏูˆู† ูˆุฌูˆุฏ ูˆุงู„ุฏูŠู‡ู…
07:11
or even having a technical background.
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ุฃูˆ ุญุชู‰ ุงู…ุชู„ุงูƒ ุฎู„ููŠุฉ ุชู‚ู†ูŠุฉ.
07:13
(Laughter)
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(ุถุญูƒ)
07:14
I mean, you know.
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ุฃุนู†ูŠุŒ ูƒู…ุง ุชุนู„ู…ูˆู†.
07:15
(Applause)
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(ุชุตููŠู‚)
07:19
Now what you also see is you still need to kind of figure out
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ุงู„ุขู† ู…ุง ุชุฑูˆู‡ ุฃูŠุถู‹ุง ู‡ูˆ ุฃู†ูƒู… ู„ุง ุชุฒุงู„ูˆู† ุจุญุงุฌุฉ ุฅู„ู‰ ู…ุนุฑูุฉ
07:21
how you put that all together, right?
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ูƒูŠููŠุฉ ุชุฌู…ูŠุน ูƒู„ ุฐู„ูƒ ู…ุนู‹ุงุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒุŸ
07:23
Thereโ€™s a lot of technical stuff here.
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ู‡ู†ุงูƒ ุงู„ูƒุซูŠุฑ ู…ู† ุงู„ุฃุดูŠุงุก ุงู„ุชู‚ู†ูŠุฉ ู‡ู†ุง.
07:25
I have code. I have to iterate on my machine.
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ู„ุฏูŠ ูƒูˆุฏ. ู„ุง ุจุฏ ู„ูŠ ู…ู† ุงู„ุชูƒุฑุงุฑ ุนู„ู‰ ุงู„ุฌู‡ุงุฒ ุงู„ุฎุงุต ุจูŠ.
07:27
I have to figure out how to deploy this to the cloud
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ู„ุง ุจุฏ ู„ูŠ ู…ู† ู…ุนุฑูุฉ ูƒูŠููŠุฉ ู†ุดุฑ ู‡ุฐุง ุนู„ู‰ ุงู„ุณุญุงุจุฉ
07:30
so I can share with my friends.
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ุญุชู‰ ุฃุชู…ูƒู† ู…ู† ู…ุดุงุฑูƒุชู‡ ู…ุน ุฃุตุฏู‚ุงุฆูŠ.
07:31
But here is my LEGO brick now.
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ูˆู„ูƒู† ู‡ู†ุง ู„ุจู†ุฉ ู„ูŠุฌูˆ ุงู„ุฎุงุตุฉ ุจูŠ ุงู„ุขู†.
07:33
This is what it looks like
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ู‡ุฐุง ู…ุง ูŠุจุฏูˆ ุนู„ูŠู‡ ุงู„ุฃู…ุฑ
07:34
if I've done all these steps as a developer,
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ุฅุฐุง ู‚ู…ุช ุจูƒู„ ู‡ุฐู‡ ุงู„ุฎุทูˆุงุช ูƒู…ุทูˆุฑุŒ
07:36
you can see now itโ€™s a nicely rotating brick.
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ูŠู…ูƒู†ูƒ ุฃู† ุชุฑู‰ ุงู„ุขู† ุฃู†ู‡ุง ู„ุจู†ุฉ ุฏูˆุงุฑุฉ ุจุดูƒู„ ุฌูŠุฏ.
07:39
I can actually use my mouse to turn it around.
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ูŠู…ูƒู†ู†ูŠ ุจุงู„ูุนู„ ุงุณุชุฎุฏุงู… ุงู„ู…ุงูˆุณ ู„ุชุบูŠูŠุฑู‡.
07:41
These are the anti-studs here, the studs,
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ู‡ุฐู‡ ู‡ูŠ ุงู„ุฃุฒุฑุงุฑ ุงู„ู…ุถุงุฏุฉ ู„ู„ุฃุฒุฑุงุฑ ู‡ู†ุงุŒ ุงู„ุฃุฒุฑุงุฑุŒ
07:43
There's nice lighting effects.
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ู‡ู†ุงูƒ ุชุฃุซูŠุฑุงุช ุฅุถุงุกุฉ ู„ุทูŠูุฉ.
07:44
I can even zoom into this and zoom out of this.
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ูŠู…ูƒู†ู†ูŠ ุญุชู‰ ุชูƒุจูŠุฑ ู‡ุฐุง ูˆุชุตุบูŠุฑ ู‡ุฐุง.
07:47
Now I don't want to do all this developer stuff anymore.
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ุงู„ุขู† ู„ุง ุฃุฑูŠุฏ ุงู„ู‚ูŠุงู… ุจูƒู„ ุฃุดูŠุงุก ุงู„ู…ุทูˆุฑ ู‡ุฐู‡ ุจุนุฏ ุงู„ุขู†.
07:49
I just want to channel my creativity straight into reality.
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ุฃุฑูŠุฏ ูู‚ุท ุชูˆุฌูŠู‡ ุฅุจุฏุงุนูŠ ู…ุจุงุดุฑุฉ ุฅู„ู‰ ุงู„ูˆุงู‚ุน.
07:53
And so for the first time ever on stage,
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ูˆู„ุฃูˆู„ ู…ุฑุฉ ุนู„ู‰ ุฎุดุจุฉ ุงู„ู…ุณุฑุญุŒ
07:55
I'm going to show you a new product that we call Copilot Workspace
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ุณุฃุนุฑุถ ุนู„ูŠูƒู… ู…ู†ุชุฌู‹ุง ุฌุฏูŠุฏู‹ุง ู†ุณู…ูŠู‡ ูƒูˆุจูŠู„ูˆุช ูˆุฑูƒ ุณุจูŠุณ
07:58
that does exactly that.
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ูŠู‚ูˆู… ุจุฐู„ูƒ ุจุงู„ุถุจุท.
08:00
So here is my workspace.
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ุฅุฐู† ู‡ุง ู‡ูŠ ู…ุณุงุญุฉ ุงู„ุนู…ู„ ุงู„ุฎุงุตุฉ ุจูŠ.
08:01
And you can already see there's not an editor anymore.
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ูˆูŠู…ูƒู†ูƒ ุจุงู„ูุนู„ ุฃู† ุชุฑูˆุง ุฃู†ู‡ ู„ู… ูŠุนุฏ ู‡ู†ุงูƒ ู…ุญุฑุฑ.
08:04
I can just see a task, and I can enter a task.
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ูŠู…ูƒู†ู†ูŠ ูู‚ุท ุฑุคูŠุฉ ู…ู‡ู…ุฉุŒ ูˆูŠู…ูƒู†ู†ูŠ ุฅุฏุฎุงู„ ู…ู‡ู…ุฉ.
08:07
And so now I have my LEGO brick,
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ูˆุงู„ุขู† ู„ุฏูŠ ู„ุจู†ุฉ ู„ูŠุฌูˆ ุงู„ุฎุงุตุฉ ุจูŠุŒ
08:08
I want to now expand the LEGO brick into a LEGO house.
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ุฃุฑูŠุฏ ุงู„ุขู† ุชูˆุณูŠุน ู„ุจู†ุฉ ู„ูŠุฌูˆ ุฅู„ู‰ ู…ู†ุฒู„ ู„ูŠุฌูˆ.
08:12
Stack the bricks in the shape of a LEGO house.
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ู‚ู…ุช ุจุชูƒุฏูŠุณ ุงู„ุทูˆุจ ุนู„ู‰ ุดูƒู„ ู…ู†ุฒู„ ู„ูŠุฌูˆ.
08:14
And I can do that also in German and in other languages.
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ูˆูŠู…ูƒู†ู†ูŠ ุฃู† ุฃูุนู„ ุฐู„ูƒ ุฃูŠุถู‹ุง ุจุงู„ู„ุบุฉ ุงู„ุฃู„ู…ุงู†ูŠุฉ ูˆู„ุบุงุช ุฃุฎุฑู‰.
08:17
But for now, let's stick with English.
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ู„ูƒู† ููŠ ุงู„ูˆู‚ุช ุงู„ุญุงู„ูŠุŒ ุฏุนูˆู†ุง ู†ุณุชุฎุฏู… ุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ.
08:19
I can save my task.
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ูŠู…ูƒู†ู†ูŠ ุญูุธ ู…ู‡ู…ุชูŠ.
08:21
And now what happens is that Copilot Workspace analyzes what I already have
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ูˆุงู„ุขู† ู…ุง ูŠุญุฏุซ ู‡ูˆ ุฃู† ูƒูˆุจูŠู„ูˆุช ูˆุฑูƒ ุณุจูŠุณ ูŠุญู„ู„ ู…ุง ู„ุฏูŠ ุจุงู„ูุนู„
08:25
and then describes what it proposes to me.
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ุซู… ูŠุตู ู…ุง ูŠู‚ุชุฑุญู‡ ู„ูŠ.
08:27
Basically, it reframes my ask into a plan or a specification.
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ููŠ ุงู„ุฃุณุงุณุŒ ูŠุนูŠุฏ ุตูŠุงุบุฉ ุทู„ุจูŠ ุฅู„ู‰ ุฎุทุฉ ุฃูˆ ู…ูˆุงุตูุงุช.
08:31
And so you can see here, you know, it's all in natural language in our user.
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ูˆู‡ูƒุฐุง ูŠู…ูƒู†ูƒู… ุฃู† ุชุฑูˆุง ู‡ู†ุงุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ูƒู„ ุฐู„ูƒ ุจู„ุบุฉ ุทุจูŠุนูŠุฉ ููŠ ู…ุณุชุฎุฏู…ู†ุง.
08:35
Some file names, of course, but there is no code here.
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ุจุนุถ ุฃุณู…ุงุก ุงู„ู…ู„ูุงุชุŒ ุจุงู„ุทุจุนุŒ ูˆู„ูƒู† ู„ุง ูŠูˆุฌุฏ ุฑู…ุฒ ู‡ู†ุง.
08:37
It's all describing it in English.
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ูƒู„ ุฐู„ูƒ ูŠุตูู‡ ุจุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ.
08:39
I can actually go into this and edit it
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ูŠู…ูƒู†ู†ูŠ ุจุงู„ูุนู„ ุงู„ุฎูˆุถ ููŠ ู‡ุฐุง ูˆุชุนุฏูŠู„ู‡
08:41
and can make changes to this line,
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ูˆุฅุฌุฑุงุก ุชุบูŠูŠุฑุงุช ุนู„ู‰ ู‡ุฐุง ุงู„ุณุทุฑุŒ
08:42
or I can go down here and add another item
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ุฃูˆ ูŠู…ูƒู†ู†ูŠ ุงู„ุฐู‡ุงุจ ุฅู„ู‰ ู‡ู†ุง ูˆุฅุถุงูุฉ ุนู†ุตุฑ ุขุฎุฑ
08:44
if I feel like the plan is not exactly what I want.
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ุฅุฐุง ุดุนุฑุช ุฃู† ุงู„ุฎุทุฉ ู„ูŠุณุช ุจุงู„ุถุจุท ู…ุง ุฃุฑูŠุฏู‡.
08:47
I can go a step further and generate a plan,
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ูŠู…ูƒู†ู†ูŠ ุงู„ู…ุถูŠ ู‚ุฏู…ู‹ุง ูˆูˆุถุน ุฎุทุฉุŒ
08:49
and now an agent runs through all my files I already have
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ูˆุงู„ุขู† ูŠู‚ูˆู… ุงู„ูˆูƒูŠู„ ุจุชุดุบูŠู„ ุฌู…ูŠุน ู…ู„ูุงุชูŠ ุงู„ู…ูˆุฌูˆุฏุฉ ู„ุฏูŠ ุจุงู„ูุนู„
08:53
and figures out how do I need to modify those files,
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ูˆูŠูƒุชุดู ูƒูŠู ุฃุญุชุงุฌ ุฅู„ู‰ ุชุนุฏูŠู„ ู‡ุฐู‡ ุงู„ู…ู„ูุงุชุŒ
08:55
or, you know, do I need to add files to my repository
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ุฃูˆุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ู‡ู„ ุฃุญุชุงุฌ ุฅู„ู‰ ุฅุถุงูุฉ ู…ู„ูุงุช ุฅู„ู‰ ุงู„ู…ุณุชูˆุฏุน ุงู„ุฎุงุต ุจูŠ
08:58
so you know it wants to add a โ€œcreateLEGOHouseโ€ function
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ุญุชู‰ ุชุนุฑููˆุง ุฃู†ู‡ ูŠุฑูŠุฏ ุฅุถุงูุฉ ูˆุธูŠูุฉ โ€œูƒุฑูŠุช ู„ูŠุฌูˆ ู‡ุงูˆุณโ€
09:01
and call the โ€œcreateLEGOHouseโ€ afterwards.
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ูˆุงู„ุงุชุตุงู„ ุจู€ โ€œูƒุฑูŠุช ู„ูŠุฌูˆ ู‡ุงูˆุณโ€ ุจุนุฏ ุฐู„ูƒ.
09:03
Looks good to me, so let's implement this.
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ุชุจุฏูˆ ุฌูŠุฏุฉ ุจุงู„ู†ุณุจุฉ ู„ูŠุŒ ู„ุฐู„ูƒ ุฏุนูˆู†ุง ู†ู†ูุฐ ู‡ุฐุง.
09:06
And now Copilot uses my task, my specification,
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ูˆุงู„ุขู† ูŠุณุชุฎุฏู… ูƒูˆุจูŠู„ูˆุช ู…ู‡ู…ุชูŠ
ูˆู…ูˆุงุตูุงุชูŠ ูˆุฎุทุชูŠ ู„ูƒุชุงุจุฉ ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ ู„ูŠ.
09:09
my plan to write code for me.
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09:10
You can see here two files are queued,
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ูŠู…ูƒู†ูƒู… ุฃู† ุชุฑูˆุง ู‡ู†ุง ู…ู„ููŠู† ููŠ ู‚ุงุฆู…ุฉ ุงู„ุงู†ุชุธุงุฑุŒ
09:13
the public/legoBrick.js file
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ู…ู„ู public/legoBrick.js
09:14
and boom, there's already my code written for me, right?
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ูˆูุฌุฃุฉุŒ ู‡ู†ุงูƒ ุจุงู„ูุนู„ ุงู„ูƒูˆุฏ ุงู„ุฎุงุต ุจูŠ ู…ูƒุชูˆุจ ู…ู† ุฃุฌู„ูŠุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒุŸ
09:18
I didn't have to touch code,
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ู„ู… ุฃูƒู† ู…ุถุทุฑู‹ุง ุฅู„ู‰ ู„ู…ุณ ุงู„ุฑู…ุฒุŒ
09:19
I didn't have to even know what code is.
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ูˆู„ู… ุฃูƒู† ู…ุถุทุฑู‹ุง ุญุชู‰ ุฅู„ู‰ ู…ุนุฑูุฉ ุงู„ุฑู…ุฒ.
09:21
Now I see here now it imports some new line into my file
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ุงู„ุขู† ุฃุฑู‰ ู‡ู†ุง ุงู„ุขู† ุฃู†ู‡ ูŠุณุชูˆุฑุฏ ุณุทุฑู‹ุง ุฌุฏูŠุฏู‹ุง ุฅู„ู‰ ู…ู„ููŠ
09:24
and has written, you know, lots of code here that does those changes.
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ูˆู‚ุฏ ูƒุชุจุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุงู„ูƒุซูŠุฑ ู…ู† ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ ู‡ู†ุง ุงู„ุชูŠ ุชู‚ูˆู… ุจู‡ุฐู‡ ุงู„ุชุบูŠูŠุฑุงุช.
09:27
So you want to see what that looks like, did we get a LEGO house?
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ู„ุฐู„ูƒ ุชุฑูŠุฏูˆู† ุฃู† ุชุฑูˆุง ูƒูŠู ูŠุจุฏูˆ ุฐู„ูƒุŒ ู‡ู„ ุญุตู„ู†ุง ุนู„ู‰ ู…ู†ุฒู„ ู„ูŠุฌูˆุŸ
09:31
So here's a button that lets me open a live preview,
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ุฅุฐู† ู‡ุฐุง ุฒุฑ ูŠุชูŠุญ ู„ูŠ ูุชุญ ู…ุนุงูŠู†ุฉ ู…ุจุงุดุฑุฉุŒ
09:34
so I can do this.
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ุญุชู‰ ุฃุชู…ูƒู† ู…ู† ุงู„ู‚ูŠุงู… ุจุฐู„ูƒ.
09:36
And now the bricks fall from the sky and I have a LEGO house.
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ูˆุงู„ุขู† ูŠุณู‚ุท ุงู„ุทูˆุจ ู…ู† ุงู„ุณู…ุงุก ูˆู„ุฏูŠ ู…ู†ุฒู„ ู„ูŠุฌูˆ.
09:39
And you know, this is not a picture, right --
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ูˆูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ู‡ุฐู‡ ู„ูŠุณุช ุตูˆุฑุฉุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒ --
09:42
(Applause)
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(ุชุตููŠู‚)
09:43
Yes, thank you.
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ู†ุนู…ุŒ ุดูƒุฑุงู‹ ู„ูƒู….
09:44
This is all live, this is the power of code,
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ู‡ุฐุง ูƒู„ู‡ ู…ุจุงุดุฑุŒ ู‡ุฐู‡ ู‡ูŠ ู‚ูˆุฉ ุงู„ูƒูˆุฏุŒ
09:46
this is the power of streaming my creativity into reality
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ู‡ุฐู‡ ู‡ูŠ ู‚ูˆุฉ ุจุซ ุฅุจุฏุงุนูŠ ุฅู„ู‰ ุงู„ูˆุงู‚ุน
09:50
with natural language.
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ุจู„ุบุฉ ุทุจูŠุนูŠุฉ.
09:51
Now one last thing.
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ุงู„ุขู† ุดูŠุก ุฃุฎูŠุฑ.
09:52
Thank you, Copilot,
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ุดูƒุฑู‹ุง ู„ูƒุŒ ูƒูˆุจูŠู„ูˆุชุŒ
09:53
you have always to be nice to the AI.
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ุนู„ูŠูƒู… ุฏุงุฆู…ู‹ุง ุฃู† ุชูƒูˆู†ูˆุง ู„ุทูŠููŠู† ู…ุน ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠ.
09:55
(Laughter)
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(ุถุญูƒ)
09:57
(Applause)
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(ุชุตููŠู‚)
10:02
Now, what you just saw were three leaps in three years.
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ุงู„ุขู†ุŒ ู…ุง ุฑุฃูŠุชู…ูˆู‡ ู„ู„ุชูˆ ูƒุงู† ุซู„ุงุซ ู‚ูุฒุงุช ููŠ ุซู„ุงุซ ุณู†ูˆุงุช.
10:05
Three leaps that are more progress
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ุซู„ุงุซ ู‚ูุฒุงุช ุชู…ุซู„ ุชู‚ุฏู…ู‹ุง ุฃูƒุจุฑ ููŠ ุฅู…ูƒุงู†ูŠุฉ ุงู„ูˆุตูˆู„
10:07
to the accessibility of computer programming
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ุฅู„ู‰ ุจุฑู…ุฌุฉ ุงู„ูƒู…ุจูŠูˆุชุฑ
10:10
than we have made in the last 100.
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ู…ู…ุง ุญู‚ู‚ู†ุงู‡ ููŠ ุงู„ู…ุงุฆุฉ ุนุงู… ุงู„ู…ุงุถูŠุฉ.
10:12
Remember how I said that one percent of the world's population is a developer?
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ู‡ู„ ุชุชุฐูƒุฑูˆู† ูƒูŠู ู‚ู„ุช ุฅู† ูˆุงุญุฏ ุจุงู„ู…ุงุฆุฉ ู…ู† ุณูƒุงู† ุงู„ุนุงู„ู… ู‡ู… ู…ุทูˆุฑูˆู†ุŸ
10:17
Now you can see how this will change.
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ุงู„ุขู† ูŠู…ูƒู†ูƒู… ุฃู† ุชุฑูˆุง ูƒูŠู ุณูŠุชุบูŠุฑ ู‡ุฐุง.
10:19
Copilot Workspace may still be a developer tool right now,
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ู‚ุฏ ุชุธู„ ูƒูˆุจูŠู„ูˆุช ูˆุฑูƒ ุณุจูŠุณ ุฃุฏุงุฉ ู…ุทูˆุฑ ููŠ ุงู„ูˆู‚ุช ุงู„ุญุงู„ูŠุŒ
10:22
but soon enough these kind of developer tools will become mainstream.
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ูˆู„ูƒู† ุณุฑุนุงู† ู…ุง ุณูŠุตุจุญ ู‡ุฐุง ุงู„ู†ูˆุน ู…ู† ุฃุฏูˆุงุช ุงู„ู…ุทูˆุฑ ุณุงุฆุฏู‹ุง.
10:26
Because, going forward, every person, no matter what language they speak,
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ู„ุฃู†ู‡ ู…ู† ุงู„ุขู† ูุตุงุนุฏู‹ุงุŒ
ุณูŠูƒูˆู† ู„ุฏู‰ ูƒู„ ุดุฎุตุŒ ุจุบุถ ุงู„ู†ุธุฑ ุนู† ุงู„ู„ุบุฉ ุงู„ุชูŠ ูŠุชุญุฏุซู‡ุงุŒ ุงู„ู‚ุฏุฑุฉ ุนู„ู‰ ุงู„ุชุญุฏุซ ุจุงู„ุขู„ุฉ.
10:31
will also have the power to speak machine.
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10:33
Any human language is now the only skill
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ุฃูŠ ู„ุบุฉ ุจุดุฑูŠุฉ ู‡ูŠ ุงู„ุขู† ุงู„ู…ู‡ุงุฑุฉ ุงู„ูˆุญูŠุฏุฉ
10:36
that you need to start computer programming.
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ุงู„ุชูŠ ุชุญุชุงุฌู‡ุง ู„ุจุฏุก ุจุฑู…ุฌุฉ ุงู„ูƒู…ุจูŠูˆุชุฑ.
10:39
This will lead to a globalized groundswell of software developers,
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ูˆุณูŠุคุฏูŠ ุฐู„ูƒ ุฅู„ู‰ ู…ูˆุฌุฉ ุนุงู„ู…ูŠุฉ ู…ู† ู…ุทูˆุฑูŠ ุงู„ุจุฑู…ุฌูŠุงุชุŒ
10:43
and it will reshape the geography of our global economy.
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ูˆุณูŠุนูŠุฏ ุชุดูƒูŠู„ ุฌุบุฑุงููŠุฉ ุงู‚ุชุตุงุฏู†ุง ุงู„ุนุงู„ู…ูŠ.
10:47
And because of this,
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ูˆู„ู‡ุฐุง ุงู„ุณุจุจุŒ
10:48
I think by 2030, maybe even sooner,
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ุฃุนุชู‚ุฏ ุฃู†ู‡ ุจุญู„ูˆู„ ุนุงู… 2030ุŒ ูˆุฑุจู…ุง ู‚ุจู„ ุฐู„ูƒุŒ
10:51
we will have more than one billion software developers on GitHub.
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ุณูŠูƒูˆู† ู„ุฏูŠู†ุง ุฃูƒุซุฑ ู…ู† ู…ู„ูŠุงุฑ ู…ุทูˆุฑ ุจุฑุงู…ุฌ ุนู„ู‰ ุบูŠุช ู‡ุงุจ.
10:54
Think about that:
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ููƒุฑูˆุง ููŠ ุฐู„ูƒ:
10:56
10 percent of the worldโ€™s population will not only control a computer
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10% ู…ู† ุณูƒุงู† ุงู„ุนุงู„ู… ู„ู† ูŠุชุญูƒู…ูˆุง ููŠ ุงู„ูƒู…ุจูŠูˆุชุฑ ูู‚ุท
11:00
but will also be able to create software
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ุจู„ ุณูŠุชู…ูƒู†ูˆู† ุฃูŠุถู‹ุง ู…ู† ุฅู†ุดุงุก ุจุฑุงู…ุฌ
11:04
just [as] if they were riding a bicycle.
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ุชู…ุงู…ู‹ุง [ูƒู…ุง] ู„ูˆ ูƒุงู†ูˆุง ูŠุฑูƒุจูˆู† ุฏุฑุงุฌุฉ.
11:06
This will generate a new renaissance of human creativity with software.
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ุณูŠุคุฏูŠ ุฐู„ูƒ ุฅู„ู‰ ู†ู‡ุถุฉ ุฌุฏูŠุฏุฉ ู„ู„ุฅุจุฏุงุน ุงู„ุจุดุฑูŠ ุจุงุณุชุฎุฏุงู… ุงู„ุจุฑู…ุฌูŠุงุช.
11:12
Now anyone here in this room could have a brilliant idea right now:
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ุงู„ุขู† ูŠู…ูƒู† ู„ุฃูŠ ุดุฎุต ู‡ู†ุง ููŠ ู‡ุฐู‡ ุงู„ู‚ุงุนุฉ ุฃู† ูŠูƒูˆู† ู„ุฏูŠู‡ ููƒุฑุฉ ุฑุงุฆุนุฉ ุงู„ุขู†:
11:16
a website, an application,
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ู…ูˆู‚ุน ุงู„ูƒุชุฑูˆู†ูŠุŒ ุชุทุจูŠู‚ุŒ
11:18
a cool computer game, an amazing song,
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ูƒู…ุจูŠูˆุชุฑ ุฑุงุฆุนุฉุŒ ุฃุบู†ูŠุฉ ู…ุฐู‡ู„ุฉุŒ
11:21
maybe even a cure for something.
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ุฑุจู…ุง ุญุชู‰ ุนู„ุงุฌ ู„ุดูŠุก ู…ุง.
11:23
For example, last year, over a couple of weeks,
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ุนู„ู‰ ุณุจูŠู„ ุงู„ู…ุซุงู„ุŒ ููŠ ุงู„ุนุงู… ุงู„ู…ุงุถูŠุŒ ุนู„ู‰ ู…ุฏุงุฑ ุฃุณุจูˆุนูŠู†ุŒ
11:26
I built an app that tracks all the flights I've ever taken in my life.
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ุฃู†ุดุฃุช ุชุทุจูŠู‚ู‹ุง ูŠุชุชุจุน ุฌู…ูŠุน ุงู„ุฑุญู„ุงุช ุงู„ุฌูˆูŠุฉ ุงู„ุชูŠ ู‚ู…ุช ุจู‡ุง ููŠ ุญูŠุงุชูŠ.
11:31
Now I know what you're thinking.
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ุงู„ุขู† ุฃุนุฑู ู…ุง ุชููƒุฑูˆู† ููŠู‡.
11:32
What a freaking nerd, right?
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ูŠุง ู„ู‡ ู…ู† ุดุฎุต ุบุฑูŠุจ ุงู„ุฃุทูˆุงุฑุŒ ุฃู„ูŠุณ ูƒุฐู„ูƒุŸ
11:35
And yeah, it's true, I love building stuff like this.
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ูˆู†ุนู…ุŒ ู‡ุฐุง ุตุญูŠุญุŒ ุฃุญุจ ุจู†ุงุก ุฃุดูŠุงุก ู…ุซู„ ู‡ุฐู‡.
11:38
And with the help of AI,
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ูˆุจู…ุณุงุนุฏุฉ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠุŒ
11:40
now I can do this in English or in German
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ูŠู…ูƒู†ู†ูŠ ุงู„ุขู† ุงู„ู‚ูŠุงู… ุจุฐู„ูƒ ุจุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ ุฃูˆ ุงู„ุฃู„ู…ุงู†ูŠุฉ
11:43
before I even finish a glass of wine.
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ู‚ุจู„ ุฃู† ุฃู†ู‡ูŠ ูƒุฃุณู‹ุง ู…ู† ุงู„ู†ุจูŠุฐ.
11:46
And soon enough, this will be true for everyone here.
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ูˆู‚ุฑูŠุจู‹ุงุŒ ุณูŠูƒูˆู† ู‡ุฐุง ุตุญูŠุญู‹ุง ู„ู„ุฌู…ูŠุน ู‡ู†ุง.
11:49
The floodgates of nerditude have swung wide open.
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ู„ู‚ุฏ ุงู†ูุชุญุช ุฃุจูˆุงุจ ุงู„ู…ู‡ูˆูˆุณูˆู† ุนู„ู‰ ู…ุตุฑุงุนูŠู‡ุง.
11:53
(Laughter)
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(ุถุญูƒ)
11:54
(Applause)
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(ุชุตููŠู‚)
11:57
Now this doesnโ€™t mean
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ุงู„ุขู† ู‡ุฐุง ู„ุง ูŠุนู†ูŠ
11:59
that everyone will become a professional software developer
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ุฃู† ุงู„ุฌู…ูŠุน ุณูŠุตุจุญูˆู† ู…ุทูˆุฑูŠู† ุจุฑุงู…ุฌ ู…ุญุชุฑููŠู†
12:02
or even that they should.
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ุฃูˆ ุญุชู‰ ุฃู†ู‡ ูŠู†ุจุบูŠ ุนู„ูŠู‡ู… ุฐู„ูƒ.
12:05
The profession of a professional software developer
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ู…ู‡ู†ุฉ ู…ุทูˆุฑ ุงู„ุจุฑู…ุฌูŠุงุช ุงู„ู…ุญุชุฑู
12:08
is not going anywhere.
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ู„ู† ุชุฐู‡ุจ ุฅู„ู‰ ุฃูŠ ู…ูƒุงู†.
12:09
There will always be demand for those that design and maintain
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ุณูŠูƒูˆู† ู‡ู†ุงูƒ ุฏุงุฆู…ู‹ุง ุทู„ุจ ุนู„ู‰ ุฃูˆู„ุฆูƒ ุงู„ุฐูŠู† ูŠุตู…ู…ูˆู† ูˆูŠุญุงูุธูˆู†
12:13
the largest software systems in the world.
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ุนู„ู‰ ุฃูƒุจุฑ ุฃู†ุธู…ุฉ ุงู„ุจุฑู…ุฌูŠุงุช ููŠ ุงู„ุนุงู„ู….
12:16
We are adding millions of lines of code every single day
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ู†ุญู† ู†ุถูŠู ู…ู„ุงูŠูŠู† ุงู„ุฃุณุทุฑ ู…ู† ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉ ูƒู„ ูŠูˆู…
12:19
to ever more complex systems,
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ุฅู„ู‰ ุฃู†ุธู…ุฉ ุฃูƒุซุฑ ุชุนู‚ูŠุฏู‹ุง ู…ู† ุฃูŠ ูˆู‚ุช ู…ุถู‰ุŒ
12:21
and we are barely keeping up with maintaining the existing ones.
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ูˆู†ุญู† ุจุงู„ูƒุงุฏ ู†ูˆุงูƒุจ ุงู„ุญูุงุธ ุนู„ู‰ ุงู„ุฃู†ุธู…ุฉ ุงู„ุญุงู„ูŠุฉ.
12:24
Like any infrastructure in this world out there,
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ู…ุซู„ ุฃูŠ ุจู†ูŠุฉ ุชุญุชูŠุฉ ููŠ ู‡ุฐุง ุงู„ุนุงู„ู…ุŒ
12:27
we need real experts to preserve and renew it.
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ู†ุญุชุงุฌ ุฅู„ู‰ ุฎุจุฑุงุก ุญู‚ูŠู‚ูŠูŠู† ู„ู„ุญูุงุธ ุนู„ูŠู‡ุง ูˆุชุฌุฏูŠุฏู‡ุง.
12:31
The point here is not a "will" or a "should."
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ุงู„ู†ู‚ุทุฉ ู‡ู†ุง ู„ูŠุณุช โ€œุงู„ุฅุฑุงุฏุฉโ€ ุฃูˆ โ€œุงู„ูˆุงุฌุจโ€œ.
12:35
It's that anyone can.
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ูŠู…ูƒู† ู„ุฃูŠ ุดุฎุต ุงู„ู‚ูŠุงู… ุจุฐู„ูƒ.
12:38
All because the most powerful system that we have,
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ูƒู„ ุฐู„ูƒ ู„ุฃู† ุฃู‚ูˆู‰ ู†ุธุงู… ู„ุฏูŠู†ุงุŒ
12:42
any human language,
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ุฃูŠ ู„ุบุฉ ุจุดุฑูŠุฉุŒ
12:44
is now fused to the language of a machine.
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ู‚ุฏ ุงู†ุฏู…ุฌุช ุงู„ุขู† ููŠ ู„ุบุฉ ุงู„ุขู„ุฉ.
12:47
And very soon,
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ูˆู‚ุฑูŠุจู‹ุง ุฌุฏู‹ุงุŒ
12:49
building software will be just as simple and joyful
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ุณูŠูƒูˆู† ุจู†ุงุก ุงู„ุจุฑุงู…ุฌ ุจุณูŠุทู‹ุง ูˆู…ู…ุชุนู‹ุง
12:54
as stacking a LEGO.
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ู…ุซู„ ุชูƒุฏูŠุณ ุงู„ูŠุฌูˆ.
12:56
(Speaking German) Thank you very much.
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(ูŠุชุญุฏุซ ุงู„ุฃู„ู…ุงู†ูŠุฉ) ุดูƒุฑู‹ุง ุฌุฒูŠู„ุงู‹.
12:58
(Applause)
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(ุชุตููŠู‚)
13:03
Bilawal Sidhu: Gosh, I've got to say, one billion developers
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ุจูŠู„ุงูˆุงู„ ุณูŠุฏูˆ: ูŠุง ุฅู„ู‡ูŠุŒ ูŠุฌุจ ุฃู† ุฃู‚ูˆู„ ุฅู† ู…ู„ูŠุงุฑ ู…ุทูˆุฑ
13:07
makes GitHub sound more like YouTube and TikTok than it is today.
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ูŠุฌุนู„ูˆู† ุบูŠุช ู‡ุงุจ ูŠุจุฏูˆ ู…ุซู„ ูŠูˆุชูŠูˆุจ ูˆุชูŠูƒ ุชูˆูƒ ุฃูƒุซุฑ ู…ู…ุง ู‡ูŠ ุนู„ูŠู‡ ุงู„ูŠูˆู….
13:11
Just super exciting.
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ูู‚ุท ู…ุซูŠุฑุฉ ู„ู„ุบุงูŠุฉ.
13:12
Got to ask you one question,
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ูŠุฌุจ ุฃู† ุฃุทุฑุญ ุนู„ูŠูƒ ุณุคุงู„ู‹ุง ูˆุงุญุฏู‹ุงุŒ
13:13
perhaps the elephant in the room.
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ุฑุจู…ุง ุฃูƒุซุฑ ุงู„ุงุดูŠุงุก ูˆุถูˆุญู‹ุง.
13:15
Amazing talk.
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ุญุฏูŠุซ ู…ุฐู‡ู„.
13:17
So you said the developer is still in charge.
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ู„ุฐู„ูƒ ู‚ู„ุช ุฃู† ุงู„ู…ุทูˆุฑ ู„ุง ูŠุฒุงู„ ู…ุณุคูˆู„ุงู‹.
13:20
You also said, "We've had three leaps in three years."
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ู‚ู„ุช ุฃูŠุถู‹ุงุŒ โ€œู„ู‚ุฏ ุญู‚ู‚ู†ุง ุซู„ุงุซ ู‚ูุฒุงุช ููŠ ุซู„ุงุซ ุณู†ูˆุงุช.โ€
13:23
Fast forwarding a little bit,
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ูˆุจุฅู„ุงู†ุชู‚ุงู„ ุณุฑูŠุนู‹ุง ู‚ู„ูŠู„ู‹ุงุŒ
ู‡ู„ ุชุนุชู‚ุฏ ุฃู† ุงู„ุจุดุฑ ุณูŠุธู„ูˆู† ุจุญุงุฌุฉ ุฅู„ู‰ ุฃู† ูŠูƒูˆู†ูˆุง ุนู„ู‰ ุงุทู„ุงุน ุฏุงุฆู…ุŒ
13:25
do you think humans will still need to be in the loop,
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13:27
or will these AI systems be able to autonomously build
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ุฃู… ุฃู† ุฃู†ุธู…ุฉ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠ ู‡ุฐู‡ ุณุชูƒูˆู† ู‚ุงุฏุฑุฉ ุนู„ู‰ ุจู†ุงุก ุงู„ุจุฑุงู…ุฌ
13:31
and maintain software?
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ูˆุตูŠุงู†ุชู‡ุง ุจุดูƒู„ ู…ุณุชู‚ู„ุŸ
13:32
TD: You know, the way I always think and talk about it
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ุชูˆู…ุงุณ ุฏูˆู…ูƒูŠ: ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุงู„ุทุฑูŠู‚ุฉ ุงู„ุชูŠ ุฃููƒุฑ ุจู‡ุง ูˆุฃุชุญุฏุซ ุนู†ู‡ุง ุฏุงุฆู…ู‹ุง
13:35
is that we called it Copilot for a reason.
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ู‡ูŠ ุฃู†ู†ุง ุฃุทู„ู‚ู†ุง ุนู„ูŠู‡ุง ุงุณู… ูƒูˆุจูŠู„ูˆุช (ู…ุณุงุนุฏ ุงู„ุทูŠุงุฑ) ู„ุณุจุจ ู…ุง.
13:37
We need a pilot.
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13:38
We need a pilot that is creative, that can decide what to do.
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ู†ุญู† ุจุญุงุฌุฉ ุฅู„ู‰ ุทูŠุงุฑ.
ู†ุญู† ุจุญุงุฌุฉ ุฅู„ู‰ ุทูŠุงุฑ ู…ุจุฏุน ูŠู…ูƒู†ู‡ ุฃู† ูŠู‚ุฑุฑ ู…ุง ูŠุฌุจ ุงู„ู‚ูŠุงู… ุจู‡.
13:41
Itโ€™s kind of like a LEGO set.
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ุฅู†ู‡ุง ุชุดุจู‡ ู…ุฌู…ูˆุนุฉ ู„ูŠุฌูˆ.
13:43
You need to take this big problem and break it down into smaller problems,
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ุชุญุชุงุฌ ุฅู„ู‰ ุฃุฎุฐ ู‡ุฐู‡ ุงู„ู…ุดูƒู„ุฉ ุงู„ูƒุจูŠุฑุฉ ูˆุชู‚ุณูŠู…ู‡ุง ุฅู„ู‰ ู…ุดุงูƒู„ ุฃุตุบุฑุŒ
13:47
into small building blocks.
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ุฅู„ู‰ ู„ุจู†ุงุช ุจู†ุงุก ุตุบูŠุฑุฉ.
13:48
And for that, you need a systems thinker.
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ูˆู…ู† ุฃุฌู„ ุฐู„ูƒุŒ ุชุญุชุงุฌ ุฅู„ู‰ ู…ููƒุฑ ู†ุธู….
13:50
You need a human that can figure out, am I building a point of sale system?
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ุฃู†ุช ุจุญุงุฌุฉ ุฅู„ู‰ ุฅู†ุณุงู† ูŠู…ูƒู†ู‡ ู…ุนุฑูุฉ ู…ุง ุฅุฐุง ูƒู†ุช ุฃู‚ูˆู… ุจุจู†ุงุก ู†ุธุงู… ู†ู‚ุงุท ุงู„ุจูŠุนุŸ
13:54
Am I building an iPhone app?
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ู‡ู„ ุฃู‚ูˆู… ุจุฅู†ุดุงุก ุชุทุจูŠู‚ ุฃูŠููˆู†ุŸ
13:56
Am I building a cool computer game?
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ู‡ู„ ุฃู‚ูˆู… ุจุจู†ุงุก ู„ุนุจุฉ ูƒู…ุจูŠูˆุชุฑ ุฑุงุฆุนุฉุŸ
13:57
Am I building the next Facebook?
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ู‡ู„ ุฃู‚ูˆู… ุจุจู†ุงุก ุงู„ููŠุณุจูˆูƒ ุงู„ุชุงู„ูŠุŸ
13:59
Those are very different systems.
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ู‡ุฐู‡ ุฃู†ุธู…ุฉ ู…ุฎุชู„ูุฉ ู„ู„ุบุงูŠุฉ.
14:01
Now these building blocks, they will grow in size.
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ุงู„ุขู† ู‡ุฐู‡ ุงู„ู„ุจู†ุงุชุŒ ุณูˆู ุชู†ู…ูˆ ููŠ ุงู„ุญุฌู….
14:03
Today it's, you know, a couple of lines of code,
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ุงู„ูŠูˆู…ุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ุจุถุนุฉ ุฃุณุทุฑ ู…ู† ุงู„ุชุนู„ูŠู…ุงุช ุงู„ุจุฑู…ุฌูŠุฉุŒ
14:06
maybe a whole file,
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ุฑุจู…ุง ู…ู„ู ูƒุงู…ู„ุŒ
14:07
in the future, it might be a whole subsystem.
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ููŠ ุงู„ู…ุณุชู‚ุจู„ุŒ ู‚ุฏ ูŠูƒูˆู† ู†ุธุงู…ู‹ุง ูุฑุนูŠู‹ุง ูƒุงู…ู„ุงู‹.
14:09
So I get more work taken off my shoulders.
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ุจุฐู„ูƒ ุณูŠุตุจุญ ุงู„ุนู…ู„ ุฃุฎู ุนู„ู‰ ูƒุชููŠ.
14:12
But I'm still there, you know, covering the large system.
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ู„ูƒู†ู†ูŠ ู…ุง ุฒู„ุช ู‡ู†ุงูƒุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ู„ุชุบุทูŠุฉ ุงู„ู†ุธุงู… ุงู„ูƒุจูŠุฑ.
14:15
And as I mentioned, you know, we're still running COBOL systems from the '60s.
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ูˆูƒู…ุง ุฐูƒุฑุชุŒ ูƒู…ุง ุชุนู„ู…ูˆู†ุŒ ู…ุง ุฒู„ู†ุง ู†ู‚ูˆู… ุจุชุดุบูŠู„ ุฃู†ุธู…ุฉ ูƒูˆุจูˆู„ ู…ู† ุงู„ุณุชูŠู†ูŠุงุช.
ู„ุฐู„ูƒ ู„ุฏูŠู†ุง ุงู„ูƒุซูŠุฑ ู…ู† ุงู„ุนู…ู„ ู„ู„ู‚ูŠุงู… ุจู‡.
14:19
So we have lots of work to do.
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14:20
BS: Absolutely.
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ุจูŠู„ุงูˆุงู„ ุณูŠุฏูˆ: ุจุงู„ุชุฃูƒูŠุฏ.
14:21
So we will be in charge orchestrating these systems
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ู„ุฐู„ูƒ ุณู†ูƒูˆู† ู…ุณุคูˆู„ูŠู† ุนู† ุชู†ุธูŠู… ู‡ุฐู‡ ุงู„ุฃู†ุธู…ุฉ
14:24
at a higher level of abstraction.
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ุนู„ู‰ ู…ุณุชูˆู‰ ุฃุนู„ู‰ ู…ู† ุงู„ุชุฌุฑูŠุฏ.
14:26
Thomas Dohmke, everybody, thank you.
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ุชูˆู…ุงุณ ุฏูˆู…ูƒูŠุŒ ุฃูŠู‡ุง ุงู„ู†ุงุณุŒ ุดูƒุฑู‹ุง ู„ูƒ.
14:28
TD: Thank you so much.
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ุชูˆู…ุงุณ ุฏูˆู…ูƒูŠ: ุดูƒุฑู‹ุง ุฌุฒูŠู„ุงู‹ ู„ูƒู….
ุญูˆู„ ู‡ุฐุง ุงู„ู…ูˆู‚ุน

ุณูŠู‚ุฏู… ู„ูƒ ู‡ุฐุง ุงู„ู…ูˆู‚ุน ู…ู‚ุงุทุน ููŠุฏูŠูˆ YouTube ุงู„ู…ููŠุฏุฉ ู„ุชุนู„ู… ุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ. ุณุชุฑู‰ ุฏุฑูˆุณ ุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ ุงู„ุชูŠ ูŠุชู… ุชุฏุฑูŠุณู‡ุง ู…ู† ู‚ุจู„ ู…ุฏุฑุณูŠู† ู…ู† ุงู„ุฏุฑุฌุฉ ุงู„ุฃูˆู„ู‰ ู…ู† ุฌู…ูŠุน ุฃู†ุญุงุก ุงู„ุนุงู„ู…. ุงู†ู‚ุฑ ู†ู‚ุฑู‹ุง ู…ุฒุฏูˆุฌู‹ุง ููˆู‚ ุงู„ุชุฑุฌู…ุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ ุงู„ู…ุนุฑูˆุถุฉ ุนู„ู‰ ูƒู„ ุตูุญุฉ ููŠุฏูŠูˆ ู„ุชุดุบูŠู„ ุงู„ููŠุฏูŠูˆ ู…ู† ู‡ู†ุงูƒ. ูŠุชู… ุชู…ุฑูŠุฑ ุงู„ุชุฑุฌู…ุงุช ุจุงู„ุชุฒุงู…ู† ู…ุน ุชุดุบูŠู„ ุงู„ููŠุฏูŠูˆ. ุฅุฐุง ูƒุงู† ู„ุฏูŠูƒ ุฃูŠ ุชุนู„ูŠู‚ุงุช ุฃูˆ ุทู„ุจุงุช ุŒ ูŠุฑุฌู‰ ุงู„ุงุชุตุงู„ ุจู†ุง ุจุงุณุชุฎุฏุงู… ู†ู…ูˆุฐุฌ ุงู„ุงุชุตุงู„ ู‡ุฐุง.

https://forms.gle/WvT1wiN1qDtmnspy7