Persistent memory through text in the context window is a hack/workaround.

And generally:

> I want to know the model is exactly the same as it was the last time I used it.

What exactly does that gain you, when the overall behavior is still stochastic?

But still, if it's important to you, you can get the same behavior by taking a model snapshot once we crack continuous learning.