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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Bi-Hui Yu

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Open access Nov 2026

The explain-on-blackboard paradigm for interleaved visual-text reasoning

Interleaved visual-text chain-of-thought reasoning, which generates intermediate visual artifacts to support deduction, is a promising direction for complex multimodal tasks. However, in our benchmark evaluation we observe a consistent representation tax: models perform systematically worse when translating abstract re...

Lin-Zhuang Sun, Si-Zhe Qiu, Jian-Wei Cao et al. · 0 citations

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