I had Grok and Muse look at a set of plan sheets to help me determine a material order list for a steel structure. Both of them were off by quite a bit. Can’t wait for the systems to get a little bit smarter. If they had gotten it right, it would’ve saved me about three hours of work. I think that the error is being caused by coming to conclusions prior to reviewing the same item from a different angle that shows additional details. In other words, the first time it sees something that’s the end of the story for the dimensions on that item; these agents are not fully understanding the scope despite the plans being fully detailed. Sometimes you have to review three different pages to fully understand a post length or structure dimension.