Edge-Capable Multimodal Large Language Models: What They Can Do and Where They Fall Short
Edge-capable multimodal LLMs like MiniCPM-V run AI on phones without the cloud, offering privacy and speed-but they still have limits in battery life, accuracy, and complexity. Here's what they can do now and where they fall short.