#LinkedIn introduced Cognitive Memory Agent (CMA) as part of its generative AI…

InfoQ@techhub.social · 2026-04-22 16:04

#LinkedIn introduced Cognitive Memory Agent (CMA) as part of its generative AI application stack to enable stateful, context-aware AI systems that retain and reuse knowledge across interactions.

The goal: address a key limitation of LLM workflows - statelessness and the resulting loss of continuity across sessions.

Learn more: https://bit.ly/4u2epx4

#SoftwareArchitecture #AI #AIagents #DistributedSystems #LLMs #InfoQ

Designing Memory for AI Agents: Inside Linkedin’s Cognitive Memory Agent

LinkedIn introduces Cognitive Memory Agent (CMA), generative AI infrastructure layer enabling stateful, context-aware systems. It provides persistent memory across episodic, semantic, and procedural layers, supporting multi-agent coordination, retrieval, and lifecycle management. CMA addresses LLM statelessness and enables production-grade personalization and long-term context in AI applications.

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