I’m going to make Facebook’s AI predict what happens in videos

What are the big challenges ahead for you?The big challenge is unsupervised learning: the ability of machines to acquire common sense by just observing the world. And we don’t have the algorithms for this yet. Why should AI researchers be concerned about common sense and unsupervised learning?Because that’s the type of learning that humans and animals do mostly. Almost all of our learning is unsupervised. We learn about how the world works by observing it and living in it without other people telling us the name of everything. So how do we get machines to learn like in an unsupervised way like animals and humans? This week, Facebook demonstrated a system that can answer simple questions about what’s happening in a picture. Is that trained by annotations made by humans?It’s…


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