SuanNi

Mar 23, 2026 · Artificial Intelligence

Can AI Agents Master Long-Term Memory? Supermemory’s Near‑99% Accuracy Breakthrough

The Supermemory team’s new ASMR (Agentic Search and Memory Retrieval) system achieves almost 99% accuracy on the LongMemEval benchmark by replacing vector‑database retrieval with parallel, specialized AI agents that ingest, search, and synthesize massive conversational histories entirely in memory, offering a potential solution to longstanding AI memory challenges.