A while ago, I built a tool that uses AI to give feedback on hundreds of pitch decks. Every morning, I skim through the pitch deck reviews my little bot makes without really looking at the decks.

Images are now parsed like language. OCR, visual context and pixel-level quality shape how AI systems interpret and surface content.

WASHINGTON--(BUSINESS WIRE)--FINRA announced today that it has launched a machine-readable rulebook initiative designed to enhance firms’ compliance efforts, reduce costs and aid in risk management.