learning right if you imagine that this right here is your pre-trained neural network and you simply learn the last layer of it um you you freeze this you do transfer learning fine tune the last layer here we are so um it gets closer and closer and you'll see this trend right here so it's pretty cool what you can do but basically i think it's a lot of math around a framework and the more and more you relax the kind of impositions uh that they need for their framework the more it gets back to simply well we do reinforcement learning at