My opinion is that Raspberry Pi has to release an NPU, and start/revolutionise the open source NPU communities and tech. Raspberry Pi's has to find itself useful in vision AI applications (extremely common in industries these days). Without it I think Arduino with its new Qualcomm boards will kill it.