to know to efficiently solve new tasks and efficiently solve new tasks means figure out Phi so once you have theta the problem of getting Phi can be written as the Arg max of log P Phi given D comma theta star because you don't need the D mail train anymore that's all been baked into theta star okay so that's the basic problem formulation if anybody has any questions feel free to come up to the microphones and ask me otherwise I'm going to move on to a simple example yeah that's an excellent question so meta learning is