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[Project] We built a specialist model that beats general vision-language models at one narrow task — here's why specialization won

A lesson from building a real product: general-purpose vision-language models (GPT-5, o3, Gemini-2.5-Pro, and in our own tests ChatGPT/Gemini/Claude) are surprisingly bad at one specific, narrow task — telling whether an image has been rotated 90° vs. 270°. An independent peer-reviewed paper (RotBe…

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  1. 2026-09-29 15:55 · r/learnmachinelearning
    [Project] We built a specialist model that beats general vision-language models at one narrow task — here's why specialization won

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