oh gee from memory augmented neural networks yeah so that's a great question so the memory augmented neural networks question by santoro at all basically that just used a standard RNN to take in data points including the test data point and so in that case theta G was actually the same exact parameters as theta in F so H the sufficient statistic is simply the hidden state of an RNN and there is weight sharing across across theta G and theta enough where it's represented by the the weights that are shared across time and it recurrent