How Vision-Language Models Actually 'See': Inside the Architecture

When you upload an image to GPT-4o or Claude and ask about it, the model isn't running a separate vision system. The image gets converted into tokens that flow through the same transformer that processes text. Understanding this unified architecture clarifies why VLMs work and where they still struggle.