2 papers
cs.CL2026
Control-Plane Placement Shapes Forgetting: An Architectural Study of Agent Memory Across Thirteen System Configurations
Dongxu Yang
Where an LLM sits in an agent memory pipeline -- between the recall plane that retrieves stored facts (extensively benchmarked) and the control plane that mutates them via supersed…
cs.NI2026
Device Context Protocol: A Compact, Safety-First Architecture for LLM-Driven Control of Constrained Devices
Dongxu Yang
Large language models are increasingly used as orchestrators of external tools via the Model Context Protocol (MCP), but MCP is built for software services with megabytes of memory…