From: Jeffrey Epstein <[email protected]>

From: Jeffrey Epstein <[email protected]> To: "Christakis, Nicholas" H Subject: Re: introduction -- follow-up Date: Fri, 02 Aug 2013 12:26:20 +0000 great I will be back in sept. lets try then On Fri, Aug 2, 2013 at 6:12 AM, Christakis, Nicholas <[email protected]> wrote: Dear Jeff: The editor wrote the provocative title, but this NYT Op-Ed from last week captures some of my thoughts about how the social sciences are evolving, and must evolve, given developments in the natural sciences. I thought I would share it: r=0 I don't want to swamp you with links because I know you are terribly busy, but if you want more nuance than 800 words allows, I make the argument at greater length here (in the first 8 minutes): http://www.edge.org/conversation/a-21st-century-change-to-social-science Also, as I mentioned in the piece, various labs, including my own, have continued to spearhead the move to use Amazon Mechanical Turk workers as a pool of research subjects in diverse projects; for example, here is a recent PNAS paper that shows how the topology of interactions between members of a group can be affirmatively manipulated to elicit desirable properties (such as cooperation): http://humannaturelab.net/wp- content/themes/human-nature-lab/media/pdf/publications/articles/126.pdf We have also been developing ways that AMT workers can be used as a ready pool of subjects for real-time pedagogic purposes, with novel software (as alluded to in the piece). I'd still welcome the chance to meet with you (and Linda?) to discuss some of our ideas, if you have the time and interest, and I can easily come into NYC since I have now moved to New Haven. Best, Nicholas This is my new email address. On Apr 23, 2013, at 6:19 AM 4/23/13, Jeffrey Epstein <[email protected]> wrote: look forward to a face to face, lets shoot for may 3rd if you are in cambridge I will come up On Mon, Apr 22, 2013 at 11:24 PM, Christakis, Nicholas > wrote: dear all: i just had a really stimulating late-night meeting with barnaby and linda -- for which my thanks. I'd welcome the chance to have a conversation with you, jell. james and i have been collaborators of EFTA00966832 martin nowak's for some time. our own work is focused on the deep mathematical and biological/genetic rules governing how human assemble themselves into social networks -- and what our embeddedness in these networks means for our lives, how it affects everything from our propensity to cooperate to our risk of epidemic diseases to our ability to innovate. it's hard to communicate how exciting (we think) and relevant this work is via email (linda or barnaby could weigh in since they know your interests better than i do), but here is an 18 minute TED talk on one idea james and i have been pursuing: and here is a link to a recent Nature paper of ours: http://humannaturelab.net/wp-content/themes/human- nature-lab/media/pdf/publications/articles/127.pdf best, nicholas ******************************************************************************* Nicholas A. Christakis, Sol Goldman Family Professor of Social and Natural Science Department of Sociology, Yale University Department of Medicine, Yale University Yale Institute for Network Science tel: (203) 436-4747 fax: (203) 432-5423 email: nicholas.christakis®yale.edu lab: http://www.humannaturelab.net twitter: @NAChristakis The information contained in this communication is confidential, may be attorney-client privileged, may constitute inside information, and is intended only for the use of the addressee. It is the property of Jeffrey Epstein Unauthorized use, disclosure or copying of this EFTA00966833 communication or any part thereof is strictly prohibited and may be unlawful. If you have received this communication in error, please notify us immediately by return e-mail or by e-mail to [email protected], and destroy this communication and all copies thereof, including all attachments. copyright -all rights reserved EFTA00966834