Re: the on-device AI, most people don't know what they don't know. And they don't know that there's dozens of on-device AI applications that already exist in the real world using tiny AI models.
ESP32-S3's have been doing on-device AI for years. That's a 240MHz processor with 512KB SRAM, 16MB PSRAM and no GPU, and AI works great on it.