It's pretty clear the future is not really here yet when the LLM can't even debug a simple table join issue on its own. The code to produce the table and chart should reasonably be like 2 lines of code with proper tool design. It looks like the LLM accomplishes it in 100 LOC and still can't manage to do it without significant human intervention.

And this is the take they published to sell the thing!