RSM Achieves 83% Memory Quality with 32% of Tokens

A new method called RSM separates memory consolidation from prompt packing for long-running agents, achieving 83% of full-context memory quality at only 32% of the token cost under a 4k budget.

2026-09-09 ~ 2026-09-11 · 3 related posts

• RSM agent memory hits 83% of full-context quality at 32% token cost on a 4k budget — dair_ai · 2026-09-09
• Grouping memories beats fancy retrieval: RSM-full keeps 83% quality at 32% token cost — rohanpaul_ai · 2026-09-11
• RSM-full paper hits 83% of full-context quality at 32% token cost for memory-limited LLM agents — rohanpaul_ai · 2026-09-11