VAI Assistant's system UI-level simulation is an external operation, and the WeChat client itself always remains in an unmodified original state, so from the detection dimension it is harder to identify as an automation tool; the trade-off is that execution speed is limited by the time consumed by UI rendering and recognition, and it is more sensitive to environmental factors such as screen resolution and window layout.