They can write to the filesystem, and future instances can read it (and write more). The agentic system does not remain as clueless as its LLM's first instantiation.
Do you need a notebook to remember who you are? The point is to update the model weights so it learns.
Memento notebooks are not learning
Do you need a notebook to remember who you are? The point is to update the model weights so it learns.