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Paperium

Posted on • Originally published at paperium.net

See the Text: From Tokenization to Visual Reading

Seeing Text Like Humans: A New Way for AI to Read

Ever wondered how we can read a scrambled sign without thinking? Scientists have discovered a new AI trick that lets computers read text the way our eyes do.
Instead of chopping sentences into tiny code pieces, the new method, called SeeTok, turns words into tiny pictures and lets a visual‑language model “look” at them, just like we glance at a billboard.
Imagine teaching a child to recognize a word by its shape rather than spelling each letter – that’s the idea.
This visual reading cuts the amount of data the AI needs by more than four times and slashes its energy use by 70%, while still understanding many languages, even those with few online examples.
It also stays sharp when fonts get messy or letters get jumbled, just like our brains do.
This breakthrough brings AI one step closer to human‑like perception and could make future apps faster, greener, and better at handling the world’s diverse scripts.
Imagine a phone that reads any sign instantly, no matter the language or style – the future of reading is already here.

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See the Text: From Tokenization to Visual Reading

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