Persistent Latent Memory for Multi-Hop LLM Agents: How a 6G Handover Paper Closes the Agent Cold-Start

Short summary

Inductive Latent Context Persistence (ILCP) transfers compressed hidden states between agents in multi-hop pipelines, eliminating expensive context re-tokenization and the agent cold-start problem. The technique adapts 6G handover protocol concepts to optimize LLM agent workflows. Relevant for founders and product teams building scalable multi-agent systems.

• •ILCP transfers compressed hidden states between agents to eliminate re-tokenization overhead
• •Adapts 6G handover protocol concepts to multi-hop LLM agent architectures
• •Addresses cold-start latency in sequential multi-agent pipelines

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