research · Sep 12, 2026
The 2026 agent-memory landscape: what we learned, and what MemOS will adopt
We read the 2025–2026 memory wave end to end — Letta's sleep-time compute, HippoRAG 2, A-Mem, MIRIX, Mem0's industry report, LongMemEval-V2, and the compression literature. Five paradigms, a benchmark crisis, and eight concrete upgrades coming to MemOS.
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