Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.25956.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

GCAC architecture for bounded agent participation in community dementia-care workflows, using typed event-memory-decision-action-outcome contracts. A reference harness evaluates 18 evidence-derived traces covering medication conflicts, consent changes, and suspected acute events, satisfying all contract oracles with zero policy-violating tool calls.

Concrete contract pattern plus ablation results showing memory, policy, and versioning are the load-bearing components for governed agents in high-stakes domains.

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