AINeutralarXiv – CS AI · 8h ago6/10
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RIZZ: Routing Interactions to Near Zero-Interference Zones for Continual Adaptation of Black-Box Agents
Researchers introduce RIZZ, a black-box adaptation framework for large language models deployed as long-lived agents that must continually adapt across diverse tasks and domains without access to model weights. The system uses verifier-gated memory, dynamic routing, and prompt compilation to prevent task interference while learning from sparse feedback in nonstationary environments.