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In this talk, I will introduce an AI system that interacts with you while "looking" at you - to understand your behaviour, your surroundings and the full context of the engagement. At the core of this technology is a crowd acting-platform, that allows humans to engage with and teach the system about everyday aspects of our lives and of our physical world. Combining this with deep neural networks makes it possible to generate a high degree human-like "awareness" of everyday scenes and situations. I will describe how this technology allows devices, ranging from information kiosks to cars, to engage with humans more naturally and instinctively, and how TwentyBN uses this ability to create commercial value for our customers.