The funniest part of these systems is that I build these massive prompt concatenating controllers with a schema to constrain what the LLM sees and parses, usually a frontier model like Gemini

The model gets it wrong on occasion and I check the input file with Claude/Opus and it just laughs at how simple it is to get the document right

And in the back of my mind I’m thinking why am I not just sending the file through Opus