Artificial intelligence-enhanced wearable devices, such as continuous glucose monitors (CGMs), have dramatically improved the ability of people with diabetes and even prediabetes to better understand and control their blood sugar. But research on AI-enhanced wearable devices has been uneven, often focused on just a few kinds of devices, data types and AI models.