You are absolutely correct about where we are but don't underestimate what 100s of billions of $ can build as well. There are already credible teams working on "math AI" and "truth AI" which will likely end up combing bullshit generating LLMs with traditional but automated relational db retrievals and produce output that is both believable and correct.

IMO it will be done vertical by vertical, with no standard interface coming for a while.