“The more I locked down the output format, the worse the actual content got. Tighter constraints, […]
“The model didn’t fail. The output looked perfect. But the data it returned never existed in […]
TL;DR: Small Qwen models running locally on consumer hardware are already good enough for OCR automation, […]
“The question isn’t whether small models are perfect. It’s whether they’re useful enough to build with.” […]
“You don’t need a data center to run useful AI anymore. That changes everything.” I remember […]
Receipt extraction initially appears to be a straightforward OCR problem. Scan the document.Extract the text.Convert it […]
One of the biggest misconceptions around AI document automation is the idea that language models alone […]
For a long time, small language models were mostly dismissed for real operational workflows. They were […]
Most receipt digitization systems today rely heavily on cloud APIs. You upload a receipt, the document […]