Published onMay 6, 2026Calling it memory made agents better at memoryagentsmemorylongmemevalbenchmarksnapkinNapkin was already strong on LongMemEval_S. Renaming the model-facing surface from napkin to memory improved one Qwen3.6 run from 87.6% to 90.6% accuracy, with the biggest gains on multi-session and temporal reasoning.