Agent memory is usually framed as a retrieval problem: find the prior note,
summary, task, or preference that appears relevant to the current prompt.
That is necessary, but it is not sufficient for a system that is about to
prepare a consequential next step.
A remembered item can be relevant and still be the wrong thing to use. It may






