I'm obsessed with applying LLMs to language learning software. One thing I am not-so-obsessed with is a wave of conversational chat apps that many startups have begun offering. Having tried them myself, I find them to be quite bland ("Tell me about your day!" ) and often use a speech style that uses direct translation of English phrases into the target language.
I see plenty of potential for LLMs in this space, but the conversation bots I have seen so far are too open-ended and seem half baked.
For users: Is anyone finding these tools helpful?
For the people building them: Are people actually returning to the product?
So what I usually do is pick a random blurb in the news and paste the entire thing along with the Reuters link at the beginning and inform chatgpt that we'll be carrying on language practice specifically over that topic of discussion.
I've used this to carry an hour long foreign language practice in Spanish while walking my dog without even needing to look at my phone.