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cs.AI2026
Facts Without Rules: Boundary Metadata Collapse in Multi-Agent LLM Handoffs
Yian Wang, Agam Goyal, Eshwar Chandrasekharan +1
Multi-agent LLM systems often coordinate by compressing an upstream interaction into a handoff artifact that downstream agents treat as shared state. We show that this handoff step…
cs.AI2026
State Contamination in Memory-Augmented LLM Agents
Yian Wang, Agam Goyal, Yuen Chen +1
LLM agents increasingly rely on persistent state, including transcripts, summaries, retrieved context, and memory buffers, to support long-horizon interaction. This makes safety de…