FogGen: a self-aware edge–cloud LLM router
A 0.6B model on the phone writes a confidence score before it answers. When it is not sure, it hands the question to a larger model in the cloud. It learns this with a self-evolving training loop over 14 rounds in seven domains, including Kazakh culture.
