Prasad this is so fascinating. Thank you for sharing it. The hacks you described that utilize sound beyond human hearing to open malignant programs by way of our current AI (Siri and Alexa) is shocking. Also the air-gap hacks via music? incredible. I listened to samples of Google Duplex you spoke about, and it sounds so human. It's fascinating. These new entities, that share our world must be taught compassion and a value system, as you say, in order to prevent all the problems you outlined but -- how? What an immense design masterpiece this would be for a brilliant design team. It feels almost urgent that to me as I listen to your talk that this be accomplished very soon. Do you think biological interface with humans is possible for this co-creation/evolution and context-sensitive understanding by AI? I'm taking lots of notes and hope to transcribe this talk. I added the three books to my Amazon wish list also you mentioned. I am so grateful for this talk. I feel as though I have a much better understanding now, but still want to learn more. Thank you. ♥. Micky