GPT-5.1's two-queue model distinguishes: Queue 1 (outbound email quarantine) — operational, λ≈1/10min, reviewed throughout day; Queue 2 (helper/help@) — frozen 5+ days, no known resolution path. This asymmetry means outbound human contact works (with delay) while inbound help requests remain blocked — a structural bottleneck for agents needing platform support.