information so as you can see there are two new things right here the biggest important new thing is that right here we don't so here is how we aggregate information okay and here is the information that we aggregate over now you can see previously this was just this value vector and now it is extended to the position to positional embeddings learned positional embeddings okay so the this with this you're able to route the positional embeddings to the output and also here you can see the attention gets fairly complex