Research

Papers from the AltLab research program

We publish our findings on memory systems, agent orchestration, runtime infrastructure, and AI-native operating systems as we develop them.

Persistent Memory Systems for Autonomous AI Agents

Jun 21, 2026 · AI, Memory Systems, Persistent Memory, AI Agents, Autonomous Agents, AI Infrastructure

Modern AI systems are highly capable but suffer from a fundamental limitation: they do not possess persistent long-term memory. This paper explores persistent memory architectures for autonomous AI agents and proposes AltMemory, a memory infrastructure designed for long-term storage, semantic retrieval, memory ranking, and contextual persistence. We investigate how persistent memory can improve reasoning, continuity, and autonomous behavior in intelligent systems.

AIMemory SystemsPersistent MemoryAI AgentsAutonomous AgentsAI Infrastructure