I almost joined this company about 6 months ago and got an inside look at what they're doing while interviewing. Ended up not joining due to political stuff out of my control and unfortunately can't say much else because NDA. This post by their CEO popped up on my LinkedIn feed today and looks like it might be interesting. I haven't really seen any significant investment going into non-LLM technology mentioned in the news anywhere.