How Much Memory Does Your Agent Actually Need?

IBM researchers analyze how agentic memory dosage affects model performance across eight systems. They find strong models benefit from full guideline sets, while weaker ones require curated retrieval to avoid saturation. The study highlights that memory is a calibrated variable rather than a simple feature toggle for agent architectures.