Probing Stability-Plasticity Tradeoffs in Agent Memory through Cognitive Experimental Paradigms.

arXiv:2609.30558v1 Announce Type: cross Abstract: Agent memory systems are increasingly used to maintain long-term user preferences, task states and evolving facts, but current evaluations often collapse memory behavior into final-answer accuracy. We introduce