Today, the true part is that AI traffic is more upstream-heavy than the traffic networks were tuned for. It is real engineering serving real uplink demand, but the demand it serves today is China’s livestreaming economy, a massive, measured, pre-AI upstream workload. Huawei projecting a global AI uplink wave off the back of it is a deployment with a disputed attribution. Recent research on intention-aware preprocessing for AI glasses demonstrated better than 50 percent bandwidth reduction across simulated scenarios while preserving task performance. If AI traffic produces measurable uplink latency or loss increases after controlling for total load.