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From: Joscha Bach To: Jeffrey Epstein <jeevacation@gmail.com> Subject: Imagination Sent: Monday, January 19, 2015 7:41:03 PM smime p7s In your stunning and climatically well-endowed paradise, we started a little discussion about imagination. It strikes me as a topic that is both timely and underresearched. It is one of those logical steps that have to happen after what Deep Mind is currently doing: turning deep learning networks on their head, by feeding constraints into the learned model and re-expanding it into visual representations and evolving simulations. Tremendously useful if we can get it to work. I have started bouncing off some ideas off people, Bamaby among them, and will continue to do so once back in Cambridge. Poggio should be great to talk to about this (even though he ought to be busy). Let me know when you have insights and comments, please! I am currently at DLD in Munich (anyone I should talk to?), and perhaps foolishly turned down an option to go to Davos tomorrow, as I did not want to wastefully rebook all our flights, and want to get back to work. Cheers, Joscha EFTA_R1_00041062 EFTA01746966