Mastering Gemini Nano: The Ultimate Guide to On-Device Prompt Engineering for Android Developers

On-device AI is shifting from cloud-based models to mobile devices, requiring a fundamental change in software architecture and prompt engineering strategies. Android's AICore abstracts hardware, but quantized models like Gemini Nano have reduced reasoning capabilities. To optimize, prompts must be more explicit, structured, and concise to compensate for the model's limitations.