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LeaseGuard is presented, a deterministic admission layer that represents preemption authority through canonical resource leases, incumbent-health checks, effect-aware admission, effect-aware admission, coexistence limits, safe alternatives, and resource-scoped overrides before adapter execution.
This study uses a deduplicated, conflict-audited FCG-MFD corpus, five held-out families, and three optimization seeds to test whether Louvain-community summaries add rejection information beyond a graph neural network embedding and dimension-matched generic topology.
