<table><tr><th>From:</th><th>Joi Ito &lt;</th></tr><tr><td>Sent:</td><td>Saturday, April 23, 2016 2:06 PM</td></tr><tr><td>To:</td><td>Jeffrey Epstein</td></tr><tr><td>Subject:</td><td>Re: Ed's talk at Davos</td></tr></table>

This is good to see the the human players... this is after he won =he bigger champion more recently.

https://www.youtube.com/watch?v=5CdT8BITzXM

- Joi

> On Apr 23, 2016, at 10:03 AM, Joi Ito <-> wrote:

>

> There isn't one as good as his talk at MIT but it's =retty good:

>

> https://www.youtube.com/watch?v=4fjmnOQuqao

>

> 340M people watched the video of the match.

>

> Key thing is that AlphaGo is creative and intuitive. It doesn't =se calculations like Deep Blue but gets to symbolic reason through =einforced learning on neural networks.

## >

> - Joi

>

> On Apr 23, 2016, at 9:35 AM, jeffrey E. <jeevacation@gmail.com> =rote:
>>
>> Yes but not detailed
>>
>> On Saturday, April 23, 2016, Joi Ito <REDACTED> wrote:
>> BTW, one smart guy I met recently is Demis who runs deep minds. Have =ou followed the AlphaGo stuff?
>>
>>> On Apr 23, 2016, at 9:03 AM, jeffrey E. <jeevacation@gmail.com> =rote:
>>>
>>> The body as spirit during crusades , as electric , magnetic ,
>>> =evices during Boltzmann , machines during industrial revolution ,
>>> =omputers during past years . Some insights but not many
>>>
>>> On Saturday, April 23, 2016, Joi Ito <REDACTED> wrote:
>>> Hmm...
>>> BTW, I’ve started talking to science historians... =pend the evening last night with Gerry Holton. Interesting to hear =ow/when/who made the important discoveries. Lots to learn there.
>>>
>>>> On Apr 23, 2016, at 8:56 AM, jeffrey E. <jeevacation@gmail.com> =rote:
>>>>> its equivalent to study the patterns of ink on millions of books , =rying to figure by a data base search of lines circles wiggles and =ots, a meaning of even one word. its orthogonal to the problem set =t hand
>>>>>
>>>>> On Sat, Apr 23, 2016 at 8:22 AM, Joi Ito <REDACTED> wrote:

## > (cont.)

<table><tr><th>&gt;&gt;&gt;&gt; 18 min</th></tr><tr><td>&gt;&gt;&gt;&gt; https://www.youtube.com/watch?v=18jZDVuIAOM</td></tr><tr><td>&gt;&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;&gt; What do you think?</td></tr><tr><td>&gt;&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;&gt;-</td></tr><tr><td>&gt;&gt;&gt;&gt; please note</td></tr><tr><td>&gt;&gt;&gt;&gt; The information contained in this communication is confidential,</td></tr><tr><td>&gt;&gt;&gt;&gt; may be attorney-client privileged, may constitute inside</td></tr><tr><td>&gt;&gt;&gt;&gt; information, and is intended only for the use of the addressee. It</td></tr><tr><td>&gt;&gt;&gt;&gt; is the property of JEE Unauthorized use, disclosure or copying of</td></tr><tr><td>&gt;&gt;&gt;&gt; this communication or any part thereof is strictly prohibited and</td></tr><tr><td>&gt;&gt;&gt;&gt; may be unlawful. If you have received this communication in error,</td></tr><tr><td>&gt;&gt;&gt;&gt; please notify us immediately by return e-mail or by e-mail to</td></tr><tr><td>&gt;&gt;&gt;&gt; jeevacation@gmail.com, and destroy this communication and all</td></tr><tr><td>&gt;&gt;&gt;&gt; copies thereof, including all attachments. copyright -all rights</td></tr><tr><td>&gt;&gt;&gt;&gt; reserved</td></tr><tr><td>&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;</td></tr><tr><td>&gt;&gt;&gt;-</td></tr><tr><td>&gt;&gt;&gt; please note</td></tr><tr><td>&gt;&gt;&gt; The information contained in this communication is confidential, may</td></tr><tr><td>&gt;&gt;&gt; be attorney-client privileged, may constitute inside information,</td></tr><tr><td>&gt;&gt;&gt; and is intended only for the use of the addressee. It is the</td></tr><tr><td>&gt;&gt;&gt; property of JEE Unauthorized use, disclosure or copying of this</td></tr><tr><td>&gt;&gt;&gt; communication or any part thereof is strictly prohibited and may be</td></tr><tr><td>&gt;&gt;&gt;unlawful. If you have received this communication in error, please</td></tr><tr><td>&gt;&gt;&gt; notify us immediately by return e-mail or by e-mail to</td></tr><tr><td>&gt;&gt;&gt; jeevacation@gmail.com, and destroy this communication and all copies</td></tr><tr><td>&gt;&gt;&gt; thereof, including all attachments. copyright -all rights reserved</td></tr><tr><td>&gt;&gt;&gt;</td></tr><tr><td></td></tr><tr><td>&gt;&gt;</td></tr><tr><td>&gt;&gt;</td></tr><tr><td>&gt;&gt;-</td></tr><tr><td>&gt;&gt; please note</td></tr><tr><td>&gt;&gt; The information contained in this communication is</td></tr><tr><td>&gt;&gt; confidential, may be attorney-client privileged, may</td></tr><tr><td>&gt;&gt; constitute inside information, and is intended only for</td></tr><tr><td>&gt;&gt; the use of the addressee. It is the property of</td></tr><tr><td>&gt;&gt; JEE</td></tr><tr><td>&gt;&gt; Unauthorized use, disclosure or copying of this</td></tr><tr><td>&gt;&gt; communication or any part thereof is strictly prohibited</td></tr><tr><td>&gt;&gt; and may be unlawful. If you have received this</td></tr><tr><td>&gt;&gt; communication in error, please notify us immediately by</td></tr><tr><td>&gt;&gt; return e-mail or by e-mail to jeevacation@gmail.com, and</td></tr><tr><td>&gt;&gt; destroy this communication and all copies thereof,</td></tr><tr><td>&gt;&gt; including all attachments. copyright -all rights reserved</td></tr></table>

## > (cont.)

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