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Date: Wed, 18 Jan 2023 18:25:36 +0000
To: Andrew Sterling <andrew@sterlingcal.com>
From: The Signal <newsletter@thesgnl.co>
Reply-To: The Signal <newsletter@thesgnl.co>
Subject: The Future Is Unwritten
Message-ID: <010f0185c6211cda-3c91fb65-cd4d-465b-a43b-c283a7243b5e-000000@us-east-2.amazonses.com>
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e:0pt;mso-table-rspace:0pt;border-collapse:collapse;border-spacing:0px;back=
ground-color:#FFFFFF;width:600px">
=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"pa=
dding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">How will ChatGPT change everyday l=
ife? <strong>Sarah Myers West</strong> on artificial intelligence and human=
 resilience.</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:0;Margin:0;font-size:0px"><a href=3D"https://c19gz9zr.r.us-east-2.a=
wstrack.me/L0/https:%2F%2Fsendy.thesgnl.co%2Fl%2F47QrwdESMr6NDlbHE4k9mA%2Fb=
gVjOr2NfzbSgu892bml08Fg%2FTWFxfg6QX52A8921rqv4HyxQ/1/010f0185c6211cda-3c91f=
b65-cd4d-465b-a43b-c283a7243b5e-000000/b03UIba9mbm2BAEd8JUxX5Bo4os=3D90" st=
yle=3D"-webkit-text-size-adjust:none;-ms-text-size-adjust:none;mso-line-hei=
ght-rule:exactly;text-decoration:underline;color:#B7985E;font-size:16px" ta=
rget=3D"_blank"><img alt=3D"" class=3D"adapt-img" src=3D"https://ajwcbt.str=
ipocdn.email/content/guids/CABINET_b2af87a921ce8e75fb0666dc4308588d/images/=
banner1_2qz.jpg" style=3D"display:block;border:0;outline:none;text-decorati=
on:none;-ms-interpolation-mode:bicubic" width=3D"560" /></a></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#969892;font-size:16px">Arteum</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"pa=
dding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><strong>Attracting more than a mil=
lion users</strong> within days of its release in November, ChatGPT&mdash;t=
he new artificial-intelligence application from the U.S. research lab OpenA=
I&mdash;has provoked intensive global media coverage in the month and a hal=
f since. Responses to the technology&mdash;which can generate sophisticated=
 written replies&nbsp;to complex questions; produce essays, poems, and joke=
s; and even imitate the prose styles of famous authors&mdash;have ranged fr=
om bemused astonishment to real anxiety: The New York Times tech columnist =
Kevin Roose wrote that &ldquo;ChatGPT is, quite simply, the best artificial=
 intelligence chatbot ever released to the general public&rdquo;&mdash;whil=
e Elon Musk tweeted, &ldquo;ChatGPT is scary good. We are not far from dang=
erously strong AI.&rdquo; Critics worry about the technology&rsquo;s potent=
ial to replace human work, enable student cheating, and disrupt the world i=
n potentially countless other ways. What to&nbsp;make of it?</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><strong>Sarah Myers West</strong> =
is the managing director of New York University&rsquo;s AI Now Institute, w=
hich studies the social implications of artificial intelligence. As West ex=
plains, ChatGPT is built on more than 60 years of chatbot innovation, start=
ing with the ELIZA program, created at the Massachusetts Institute of Techn=
ology in the late 1960s, and including the popular SmarterChild bot on AOL =
Instant Messenger in the 2000s. West expects this latest version to affect =
certain industries significantly&mdash;but, she says, as uncanny as ChatGPT=
&rsquo;s emulation of human writing is, it&rsquo;s still capable of only a =
very small subset of functions previously requiring&nbsp;human intelligence=
. This isn&rsquo;t to say it represents no meaningful problems, but to West=
, its future&mdash;and the future of artificial intelligence altogether&mda=
sh;will be shaped less by the technology itself and more by what humanity d=
oes to determine its use.</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:20px;Margin:0;font-size:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpaddin=
g=3D"0" cellspacing=3D"0" height=3D"100%" role=3D"presentation" style=3D"ms=
o-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;border-spa=
cing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D"padding:=
0;Margin:0;border-bottom:1px solid #969892;background:unset;height:1px;widt=
h:100%;margin:0px">&nbsp;</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"pa=
dding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><strong>Graham Vyse</strong>: How =
do you see ChatGPT in the history of artificial intelligence as a whole?</p=
>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><strong>Sarah Myers West</strong>:=
 Artificial intelligence&nbsp;has been around as a field for almost 80 year=
s now, but its meaning&nbsp;has changed a lot along the way.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">In its early days, AI focused on w=
hat we&rsquo;d call &ldquo;expert systems&rdquo;&mdash;technologies that wo=
uld replicate human intelligence in certain ways. Now, what we refer to as =
AI is very different&mdash;largely, an array of data-centric technologies t=
hat, in order to work effectively, rely on a couple of things that didn&rsq=
uo;t really exist before.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">The first is massive amounts of da=
ta.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">This was enabled by the internet b=
oom of the 2010s, when tech companies developed the capabilities to leverag=
e the production of data on a huge scale&mdash;that is, to develop systems =
that could look for patterns in extremely large data sets. In this sense, w=
hen we talk about AI today, it&rsquo;s&nbsp;essentially what people were ta=
lking about as <em>big data</em> starting in the 1990s.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">The second thing these systems rel=
y on is massive amounts of computational power to process all this data.<br=
 />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">Overall, what this means is that A=
I, as a field, has become increasingly dependent on the resources of a smal=
l number of big tech companies that have built or acquired these two things=
: huge data sets and huge computational power.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">What it doesn&rsquo;t really mean,=
 though is any close replication of human intelligence. So although it&rsqu=
o;s very effective at doing a small subset of tasks, what we refer to as AI=
 is very different from what humans are able to do.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><strong>Vyse</strong>: What&rsquo;=
s new about ChatGPT in this history, then?</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:0;Margin:0;font-size:0px"><a href=3D"https://c19gz9zr.r.us-east-2.a=
wstrack.me/L0/https:%2F%2Fsendy.thesgnl.co%2Fl%2F47QrwdESMr6NDlbHE4k9mA%2Ff=
INcCvLiqfWClSkUg6cuVg%2FTWFxfg6QX52A8921rqv4HyxQ/1/010f0185c6211cda-3c91fb6=
5-cd4d-465b-a43b-c283a7243b5e-000000/l6lohp3L542aesfHFHpCZi4Ef4o=3D90" styl=
e=3D"-webkit-text-size-adjust:none;-ms-text-size-adjust:none;mso-line-heigh=
t-rule:exactly;text-decoration:underline;color:#B7985E;font-size:16px" targ=
et=3D"_blank"><img alt=3D"" class=3D"adapt-img" src=3D"https://ajwcbt.strip=
ocdn.email/content/guids/CABINET_b2af87a921ce8e75fb0666dc4308588d/images/lo=
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coration:none;-ms-interpolation-mode:bicubic" width=3D"560" /></a></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#969892;font-size:16px">Advertisement</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"pa=
dding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><strong>West</strong>: ChatGPT is =
more effective than anything before it at producing text responses that clo=
sely mimic human writing. But even there, I&rsquo;d understand it as the ne=
west version of older technology.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">If you go back to 1966, for exampl=
e, Joseph Weizenbaum developed a natural-language processing system called =
ELIZA, an early chatbot. ELIZA was designed specifically to mimic what it w=
as like to be in a therapy session. So if you were to say, <em>I had a real=
ly hard day at work,</em> ELIZA would know to say, <em>Tell me more about t=
hat.</em><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">When people interacted with ELIZA =
in 1966, they had much the same reaction as people are having to ChatGPT to=
day&mdash;that it was this remarkable technology, In fact, Weizenbaum&rsquo=
;s secretary&mdash;because her conversations with ELIZA felt so intimate&md=
ash;would ask him to close the door when she was speaking to it, even thoug=
h she knew exactly how the system worked.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">Another example that&rsquo;s a lit=
tle more recent: I remember, back in the 2000s, playing around with a chatb=
ot called SmarterChild on AOL instant messenger that would offer essentiall=
y the same kind of interaction&mdash;you&rsquo;d talk to the system about y=
our day, and it would feel like a very intimate experience.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px">ChatGPT builds on those precursors=
, but it does so&nbsp;using huge amounts of data, largely culled from the i=
nternet.</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:0;Margin:0;font-size:0px"><a href=3D"https://c19gz9zr.r.us-east-2.a=
wstrack.me/L0/https:%2F%2Fsendy.thesgnl.co%2Fl%2F47QrwdESMr6NDlbHE4k9mA%2Fb=
gVjOr2NfzbSgu892bml08Fg%2FTWFxfg6QX52A8921rqv4HyxQ/2/010f0185c6211cda-3c91f=
b65-cd4d-465b-a43b-c283a7243b5e-000000/r5Rl7G_TmJxdwnIse6JWCc48g0Y=3D90" st=
yle=3D"-webkit-text-size-adjust:none;-ms-text-size-adjust:none;mso-line-hei=
ght-rule:exactly;text-decoration:underline;color:#B7985E;font-size:16px" ta=
rget=3D"_blank"><img alt=3D"" class=3D"adapt-img" src=3D"https://ajwcbt.str=
ipocdn.email/content/guids/CABINET_b2af87a921ce8e75fb0666dc4308588d/images/=
body1_usO.jpg" style=3D"display:block;border:0;outline:none;text-decoration=
:none;-ms-interpolation-mode:bicubic" width=3D"560" /></a></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
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er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"=
padding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#969892;font-size:16px">=D0=90=D0=BB=D0=B5=D1=81=D1=8C =D0=
=A3=D1=81=D1=86=D1=96=D0=BD=D0=B0=D1=9E</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"padding:0;Margin:0;p=
adding-top:20px;padding-left:20px;padding-right:20px">
=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D"0" style=
=3D"mso-table-lspace:0pt;mso-table-rspace:0pt;border-collapse:collapse;bord=
er-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" style=3D"padding:0=
;Margin:0;width:560px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0pt;mso-table-rspace:0p=
t;border-collapse:collapse;border-spacing:0px" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"left" style=3D"pa=
dding:0;Margin:0">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"Margin:0;-webkit-t=
ext-size-adjust:none;-ms-text-size-adjust:none;mso-line-height-rule:exactly=
;font-family:helvetica, 'helvetica neue', arial, verdana, sans-serif;line-h=
eight:24px;color:#333333;font-size:16px"><em>More from Sarah Myers West at =
The Signal:</em><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&ldquo;<strong>I don&rsquo;t s=
ee ChatGPT being used effectively</strong> in tasks that rely on deeper lev=
els of intelligence. I do think we&rsquo;re likely to see it accelerate a g=
eneral preexisting trend, though, that&rsquo;s been devaluing certain categ=
ories of work&mdash;or making their human elements more mundane. For instan=
ce, where someone used to write text themselves, work that required real cr=
eativity and ingenuity, they might now be asked just to edit AI-generated t=
ext and make it incrementally more meaningful.&rdquo;<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&ldquo;<strong>There&rsquo;ve =
already been extensive concerns</strong> about how ChatGPT can be used for =
cheating in education systems, manipulation in the media, new ways to con p=
eople into giving over their information, or fraud generally&mdash;all of w=
hich are legitimate, and all of which OpenAI has acknowledged. But there&rs=
quo;s also a deeper concern about the technology&rsquo;s use by a very few =
companies, which is that they&rsquo;ll develop their use without any clear =
avenue for broader public input as to how it will affect people and the pub=
lic interest.&rdquo;<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&ldquo;<strong>As to how wides=
pread the effects will be,</strong> I honestly don&rsquo;t know&mdash;and I=
 don&rsquo;t think that even the companies behind the technology necessaril=
y know yet. They certainly haven&rsquo;t discussed publicly how they intend=
 to make it profitable. Which I think is the critical issue at this junctur=
e: There just isn&rsquo;t very much transparency from those who&rsquo;re de=
veloping this technology, and those who&rsquo;ll be deploying it, about whe=
re it&rsquo;s heading.&rdquo;</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
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h:100%;margin:0px">&nbsp;</td>
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e-height-rule:exactly;text-decoration:underline;color:#B7985E;font-size:16p=
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l access:</p>
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