When AI Reads Between the Lines: OCR vs. VLMs

Traditional OCR technology reads and converts characters in documents with measurable confidence levels, while newer transformer-based vision-language models (VLMs) interpret document meaning by considering context, potentially producing plausible but incorrect outputs. This shift raises questions for businesses about the types of errors they can tolerate, as VLMs blur the line between recognition and understanding in document processing.