I'm especially suspicious of the handwriting analysis. It seems like the kind of thing a vLLM would be pretty bad at doing and very good at convincingly faking for non-experts.

Gemini 3 Pro, eg, fails very badly at reading the Braille in this image, confusing the English language text for the actual Braille. When you give it just the Braille, it still fails and confidently hallucinates a transcription badly enough that you don't even have to know Braille (I don't!) to see it's wrong.

https://m.facebook.com/groups/dullmensclub/posts/18885933484...

As far as I can tell, Gemini 3 Pro is still completely out of its depth and incapable of understanding Braille at all, and doesn't realize this.