Using these tools for understanding seems to be one of the best use cases - lots of pros, less dangerous cons (worst case scenario is a misleading understanding, but that can be minimized by directly double checking the claims being made).

In fact it looks like an arising theme is that whenever we use these tools it's valuable to maintain a human understanding of what's actually going on.