From: Jeffrey Epstein <[email protected]>

From: Jeffrey Epstein <[email protected]> To: Itamar Arel Cc: Ben Goertzel Subject: Re: Distinguishing Cats from Dogs Date: Sat, 10 Oct 2009 13:37:03 +0000 videos are fine. // however I have seen the robot at the mit media lab. doing far more complex recognition many years ago.. i 'm not sure why you consider this interesting at all On Fri, Oct 9, 2009 at 3:51 PM, Itamar Arel < /rote: Jeffrey, Thanks, again, for inviting us to talk to you - I enjoyed our discussion very much. Ben mentioned that you would like to see a demonstration of our system distinguishing between cats and dogs. I have a deadline for delivering a surveillance demo based on the same system to a defense contractor exactly a week from today. I plan to spend a few days after that putting together a video that clearly demonstrates our system's capabilities in distinguishing cats and dogs. I hope that time frame is acceptable to you. Meanwhile, I'm attaching a short video demonstrating our emotion recognition system, which was trained to identify when a person is smiling, pouting and either awake or asleep. Sending videos is the easy way to show you what the system does. If you want to run our system directly rather than just watching videos, you'll need to have MATLAB installed; our system is currently implemented as a set of MATLAB scripts, rather than as a standalone executable program. We also have a GPU version of the code in development, which is bound to be integrated with Ben's system after our collaborative project gets off the ground. - Itamar Itamar Arel, Ph.D., M.B.A. Associate Professor Director, Machine Intelli ence Lab (hp://mil.engutk.edu) Office: Mobile: Min H. Kao Department of Electrical Engineering & Computer Science The University of Tennessee 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 EFTA00740496 Unauthorized use, disclosure or copying of this 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. EFTA00740497