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Why Your Vision Transformer Dumps Garbage Into Random Pixels

Your transformer dumps computational garbage into random pixels because math forces it to. Register tokens solve this by providing proper workspace for the model's messy calculations.
Editor@GPTFrontier Jan 15, 2026

Who Takes the Blame When AI Agents Mess Up?

AI Alliance emerges as industry's answer to oversight concerns, but liability for autonomous agent failures stays murky.
Editor@GPTFrontier Jan 15, 2026

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