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Envelope-to: winzawmyohtet@umkn.edu.mm
Delivery-date: Fri, 17 Nov 2023 04:38:29 +0700
Date: Thu, 16 Nov 2023 16:37:39 -0500 (EST)
From: "Bill Gates (via the Gates Notes)" <billg@gatesnotes.com>
Reply-To: billg@gatesnotes.com
To: winzawmyohtet@umkn.edu.mm
Message-ID: <673845097.163234137.1700170659482@mta0201.messagegears.net>
Subject: The science of AI with Yejin Choi
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Gates Notes Insiders Newsletter
[https://gatesnot.es/3sHGuQ8]
The science of AI with Yejin Choi [https://gatesnot.es/3MLrojF]
[https://gatesnot.es/3MLrojF]
ByBill Gates [https://gatesnot.es/3MLrojF]| November 16, 2023
I=E2=80=99ve spent a lot of 2023 thinking, reading, and talking about artif=
icial intelligence. While some of its capabilities are shockingly impressiv=
e, its occasionally baffling behavior poses lots of questions about the sci=
ence behind it. How does it work? Why is it easier for machines to mimic hu=
man thinking than human movement? Is the race towards larger AI models the =
right approach, or are there better paths forward? And what=E2=80=99s next =
on the horizon?
To talk through these answers and more, I sat down with Yejin Choi for the =
latest episode ofUnconfuse Me [https://gatesnot.es/3MLrojF]. Few people are=
 better at explaining the science of artificial intelligence than she is. S=
he=E2=80=99s a computer science professor at the University of Washington, =
senior resource manager at the Allen Institute for AI, and the recipient of=
 a MacArthur Fellowship. I thought her TED Talk [https://b-gat.es/3SENDvj]e=
arlier this year was incredibly informative.
I felt the same way after chatting with Yejin in person. Over the course of=
 our conversation, we talked about how to train a large language model, why=
 it=E2=80=99s so hard for robots to pick tools out of a box, and the role u=
niversities should play in the future of AI research. Like all my previous =
guests, she also brought a record to play=E2=80=94a song called =E2=80=9CVi=
rtual Insanity=E2=80=9D (fitting for a back-and-forth on AI) that she used =
to listen to while working for Microsoft in the early 2000s.
I hope you=E2=80=99ll check this episode out. You can find it=E2=80=94and c=
atch up on any episode of Unconfuse Me you might have missed=E2=80=94on Spo=
tify [https://b-gat.es/3stfHY1], Apple Podcasts [https://b-gat.es/3G2Zr2V],=
 YouTube [https://b-gat.es/47jgcTu], or wherever you get your podcasts.
Thanks for listening, and thanks for being an Insider.
[https://gatesnot.es/3sHGuQ8]
[https://www.facebook.com/BillGates/]
[https://www.linkedin.com/in/williamhgates]
[https://twitter.com/billgates]
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=C2=A9 2023 The Gates Notes LLC
| P.O. Box 97000 Kirkland, WA 98083
| Unsubscribe [http://links.gatesnotes.com/uu/3/eyJhaSI6NjE1MzA2NDYsImUiOiJ=
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iIwMi1iMjMzMjAtY2ExMzRiOTcxNDc5NDVmZjlkMzg5Y2M4MzEwZmRmNmEiLCJwaCI6bnVsbCwi=
bSI6ZmFsc2V9/5fOrUeo8tm4JOZN9ImDqkA]
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t-size:0.1px; color: white; height: 0; width: 0;'>In the fifth episode of m=
y podcast, Yejin Choi joined me to talk about her amazing work on AI traini=
ng systems.                                        </span><img src=3D"http:=
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h Yejin Choi</a>
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                                    <a href=3D"http://links.gatesnotes.com/=
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;"><img alt=3D"Bill Gates and Yejin Choi during podcast recording" src=3D"h=
ttps://assets.gatesnotes.com/8a5ac0b3-6095-00af-c50a-89056fbe4642/6a72cfbe-=
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                                    <a href=3D"http://links.gatesnotes.com/=
c/7/eyJhaSI6NjE1MzA2NDYsImUiOiJ3aW56YXdteW9odGV0QHVta24uZWR1Lm1tIiwicmkiOiJ=
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dHBzOi8vZ2F0ZXNub3QuZXMvM01Mcm9qRj9fY2xkZWU9UndWVmh6TGRxSDNsLXN6Qm8ybUx0OS0=
teXpaTG1BajVXejZBY29pZWl4UHlnRGRjQzBfTVRUUjRNTEZXY0hWbSZyZWNpcGllbnRpZD1jb2=
50YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4M=
DJlZjgxNGJjYTM2YmUyJmVzaWQ9YzRkYTQxODctYmM4NC1lZTExLTgxNzktMDAwZDNhMzY3NTE4=
In0/d7HDwyV9VAFKOePT-UoYvg" style=3D"text-decoration: none; cursor: pointer=
;font-size: 14px; line-height: 16px; font-family: Arial, Helvetica, Verdana=
, sans-serif !important; color:#000000;">By <span style=3D"font-family: Ari=
al, Helvetica, Verdana, sans-serif !important; font-weight: 600; color:#000=
000;">Bill Gates </span></a><span style=3D"text-decoration: none; cursor: p=
ointer;font-size: 14px; line-height: 16px; font-family: Arial, Helvetica, V=
erdana, sans-serif !important; color:#000000;">| November 16, 2023</span>
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=3D"font-size: 16px; line-height: 20px; font-family: 'Lusitana', Garamond, =
Baskerville, 'Baskerville Old Face', 'Hoefler Text', 'Times New Roman', ser=
if; color:#000000; padding: 0px 20px 10px 20px" height=3D"2" bgcolor=3D"#ff=
ffff">
=09=09=09=09=09 I=E2=80=99ve spent a <em>lot</em> of 2023 thinking, reading=
, and talking about artificial intelligence. While some of its capabilities=
 are shockingly impressive, its occasionally baffling behavior poses lots o=
f questions about the science behind it. How does it work? Why is it easier=
 for machines to mimic human thinking than human movement? Is the race towa=
rds larger AI models the right approach, or are there better paths forward?=
 And what=E2=80=99s next on the horizon?
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                                <td align=3D"left" valign=3D"middle" style=
=3D"font-size: 16px; line-height: 20px; font-family: 'Lusitana', Garamond, =
Baskerville, 'Baskerville Old Face', 'Hoefler Text', 'Times New Roman', ser=
if; color:#000000; padding: 0px 20px 10px 20px" height=3D"2" bgcolor=3D"#ff=
ffff">To talk through these answers and more, I sat down with Yejin Choi fo=
r <a href=3D"http://links.gatesnotes.com/c/7/eyJhaSI6NjE1MzA2NDYsImUiOiJ3aW=
56YXdteW9odGV0QHVta24uZWR1Lm1tIiwicmkiOiJjb250YWN0LTA0MTI0Y2NkNDY0MWVjMTE4Y=
zYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4MDJlZjgxNGJjYTM2YmUyIiwicnEiOiIw=
Mi1iMjMzMjAtY2ExMzRiOTcxNDc5NDVmZjlkMzg5Y2M4MzEwZmRmNmEiLCJwaCI6bnVsbCwibSI=
6ZmFsc2UsInVpIjoiNCIsInVuIjoiIiwidSI6Imh0dHBzOi8vZ2F0ZXNub3QuZXMvM01Mcm9qRj=
9fY2xkZWU9UndWVmh6TGRxSDNsLXN6Qm8ybUx0OS0teXpaTG1BajVXejZBY29pZWl4UHlnRGRjQ=
zBfTVRUUjRNTEZXY0hWbSZyZWNpcGllbnRpZD1jb250YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYy=
MDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4MDJlZjgxNGJjYTM2YmUyJmVzaWQ9YzRkYTQ=
xODctYmM4NC1lZTExLTgxNzktMDAwZDNhMzY3NTE4In0/1js8-aRMyoKNJ3zDfCZ9_Q" target=
=3D"_blank">the latest episode of <em>Unconfuse Me</em></a>. Few people are=
 better at explaining the science of artificial intelligence than she is. S=
he=E2=80=99s a computer science professor at the University of Washington, =
senior resource manager at the Allen Institute for AI, and the recipient of=
 a MacArthur Fellowship. I thought her <a href=3D"http://links.gatesnotes.c=
om/c/7/eyJhaSI6NjE1MzA2NDYsImUiOiJ3aW56YXdteW9odGV0QHVta24uZWR1Lm1tIiwicmki=
OiJjb250YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDR=
mMTE4MDJlZjgxNGJjYTM2YmUyIiwicnEiOiIwMi1iMjMzMjAtY2ExMzRiOTcxNDc5NDVmZjlkMz=
g5Y2M4MzEwZmRmNmEiLCJwaCI6bnVsbCwibSI6ZmFsc2UsInVpIjoiNSIsInVuIjoiIiwidSI6I=
mh0dHBzOi8vYi1nYXQuZXMvM1NFTkR2aj9fY2xkZWU9UndWVmh6TGRxSDNsLXN6Qm8ybUx0OS0t=
eXpaTG1BajVXejZBY29pZWl4UHlnRGRjQzBfTVRUUjRNTEZXY0hWbSZyZWNpcGllbnRpZD1jb25=
0YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4MD=
JlZjgxNGJjYTM2YmUyJmVzaWQ9YzRkYTQxODctYmM4NC1lZTExLTgxNzktMDAwZDNhMzY3NTE4I=
n0/M4MPtCpvF7o9zri5Yr2XhA" target=3D"_blank">TED Talk </a>earlier this year=
 was incredibly informative.
                                </td>
                            </tr>
          </table>
        </td>
    </tr>
</table>

<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"100%">
    <tr>
        <td bgcolor=3D"#ffffff">
            <table width=3D"500" border=3D"0" cellspacing=3D"0" cellpadding=
=3D"0" align=3D"center" class=3D"responsive-table">
                            <tr>
                                <td align=3D"left" valign=3D"middle" style=
=3D"font-size: 16px; line-height: 20px; font-family: 'Lusitana', Garamond, =
Baskerville, 'Baskerville Old Face', 'Hoefler Text', 'Times New Roman', ser=
if; color:#000000; padding: 0px 20px 10px 20px" height=3D"2" bgcolor=3D"#ff=
ffff">I hope you=E2=80=99ll check this episode out. You can find it=E2=80=
=94and catch up on any episode of <em>Unconfuse Me</em> you might have miss=
ed=E2=80=94on <a href=3D"http://links.gatesnotes.com/c/7/eyJhaSI6NjE1MzA2ND=
YsImUiOiJ3aW56YXdteW9odGV0QHVta24uZWR1Lm1tIiwicmkiOiJjb250YWN0LTA0MTI0Y2NkN=
DY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4MDJlZjgxNGJjYTM2YmUy=
IiwicnEiOiIwMi1iMjMzMjAtY2ExMzRiOTcxNDc5NDVmZjlkMzg5Y2M4MzEwZmRmNmEiLCJwaCI=
6bnVsbCwibSI6ZmFsc2UsInVpIjoiNiIsInVuIjoiIiwidSI6Imh0dHBzOi8vYi1nYXQuZXMvM3=
N0ZkhZMT9fY2xkZWU9UndWVmh6TGRxSDNsLXN6Qm8ybUx0OS0teXpaTG1BajVXejZBY29pZWl4U=
HlnRGRjQzBfTVRUUjRNTEZXY0hWbSZyZWNpcGllbnRpZD1jb250YWN0LTA0MTI0Y2NkNDY0MWVj=
MTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4MDJlZjgxNGJjYTM2YmUyJmVzaWQ=
9YzRkYTQxODctYmM4NC1lZTExLTgxNzktMDAwZDNhMzY3NTE4In0/MNbu5E80jLNpPfEvTSX0jw=
" target=3D"_blank">Spotify</a>, <a href=3D"http://links.gatesnotes.com/c/7=
/eyJhaSI6NjE1MzA2NDYsImUiOiJ3aW56YXdteW9odGV0QHVta24uZWR1Lm1tIiwicmkiOiJjb2=
50YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4M=
DJlZjgxNGJjYTM2YmUyIiwicnEiOiIwMi1iMjMzMjAtY2ExMzRiOTcxNDc5NDVmZjlkMzg5Y2M4=
MzEwZmRmNmEiLCJwaCI6bnVsbCwibSI6ZmFsc2UsInVpIjoiNyIsInVuIjoiIiwidSI6Imh0dHB=
zOi8vYi1nYXQuZXMvM0cyWnIyVj9fY2xkZWU9UndWVmh6TGRxSDNsLXN6Qm8ybUx0OS0teXpaTG=
1BajVXejZBY29pZWl4UHlnRGRjQzBfTVRUUjRNTEZXY0hWbSZyZWNpcGllbnRpZD1jb250YWN0L=
TA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZDhmMzE5YTI5NDRmMTE4MDJlZjgx=
NGJjYTM2YmUyJmVzaWQ9YzRkYTQxODctYmM4NC1lZTExLTgxNzktMDAwZDNhMzY3NTE4In0/dQQ=
kuZnXGGHhprtRQkPmPg" target=3D"_blank">Apple Podcasts</a>, <a href=3D"http:=
//links.gatesnotes.com/c/7/eyJhaSI6NjE1MzA2NDYsImUiOiJ3aW56YXdteW9odGV0QHVt=
a24uZWR1Lm1tIiwicmkiOiJjb250YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzY=
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CIsInVuIjoiIiwidSI6Imh0dHBzOi8vYi1nYXQuZXMvNDdqZ2NUdT9fY2xkZWU9UndWVmh6TGRx=
SDNsLXN6Qm8ybUx0OS0teXpaTG1BajVXejZBY29pZWl4UHlnRGRjQzBfTVRUUjRNTEZXY0hWbSZ=
yZWNpcGllbnRpZD1jb250YWN0LTA0MTI0Y2NkNDY0MWVjMTE4YzYyMDAwZDNhMzRlNzYyLTVjZD=
hmMzE5YTI5NDRmMTE4MDJlZjgxNGJjYTM2YmUyJmVzaWQ9YzRkYTQxODctYmM4NC1lZTExLTgxN=
zktMDAwZDNhMzY3NTE4In0/Sm9wC3-OD8n99-OsQmePJg" target=3D"_blank">YouTube</a=
>, or wherever you get your podcasts.=20
                                </td>
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