@Plinz I just listened to a talk by Prof Gurdeep Hura of Univ of Maryland, ES.
He was asking: can machines do one work and then seemlessly jump to another work like we humans do multitasking.
Your thoughts on how to do it.
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What if we don't know all possible contexts? Say other person presumes that the system knows a certain topic and shifts conversation to that.
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You learn the escape probability (which tells you that none of your current models cut it) and start training a new model, usually by cloning a default model or the best current fit.
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