Gemma 4 hits Snapdragon 8 Elite hurdles

The Snapdragon 8 Elite is currently suffering from "software lag" as mobile inference tools struggle to keep pace with Google's Gemma 4 architectural shifts. Currently, Gemma 4 requires specific multimodal token type IDs that many mobile runners like MLC Chat do not yet support, while early S25 Ultra firmware lacks the optimized NPU drivers for 4-bit quantization. This has forced developers to rely on bleeding-edge branches of llama.cpp or wait for Samsung's AICore updates, highlighting a growing gap between flagship hardware launches and the software ecosystems required for state-of-the-art open models.