LLMs are indeed the definition of trendy (I've found using Google Trends to dive in is a good entry point to get a broad sense of whether something is "trendy")! Basically the right way to think about it is that something can be promising, and demonstrate emerging capabilities, but but those things don't make something SOTA, nor do they make it trendy. They can be related though (I expect everything SOTA was once promising and emerging, but not everything promising or emerging became SOTA). It's a subtlety that isn't super easy to grasp, but (and here is one area I think an LLM can show promise) an LLM like ChatGPT can help unpick the distinctions here. Still, it's slightly nuanced and I understand the confusion.
infecto|1 month ago