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ITPUB
ITPUB
Jun 2, 2026 · Artificial Intelligence

Why Memory Architecture Remains Elusive: An In‑Depth Analysis of Agent Memory Systems

The article argues that memory for AI agents is not mere storage but a closed‑loop system comprising a raw ledger, derived views, and a policy layer, and examines how non‑parametric memory, time‑aware structures, and system‑2 control affect scalability, reliability, and performance.

AgentMemoryRetrieval
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Why Memory Architecture Remains Elusive: An In‑Depth Analysis of Agent Memory Systems