Native image reading beats OCR for deep research agents, cutting tool calls

RulinShao · x · 2026-11-04

New work extends the "no OCR, read text natively from images" approach to deep research agents: post-training open-weight models to work with page images boosts performance and reduces tool calls, likely because such models were never trained on page images. Led by Hughie Hu.

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