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Ross Callaghan

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Medical Image Alignment Assessment as a Test of Generalist Visual Reasoning in Frontier Multimodal Models

Ross Callaghan, Niannu Gao, Hojjat Azadbakht وآخرون · 2026

Frontier multimodal large language models (MLLMs) are increasingly positioned as general purpose visual reasoners as part of the quest for artificial general intelligence. A key test of this generality is whether they can perform novel visual judgments that humans can make reliably from visual evidence and task instruc …

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