A recent study demonstrates that geometry significantly enhances memory recall in language-agent systems, outperforming traditional methods that blend spatial proximity with recency and importance. The findings emphasize the necessity of separating memory recall from visibility, suggesting that incorporating geometric principles could improve AI memory systems in practical applications.