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In the Frankl-Pach-Erdős circle of VC-dimension problems, the first arXiv version of the paper posed the k=3k=3 case of a witness construction question. ChatGPT 5.4 Pro answered it; the published construction generalizes the model's response, and the conversation transcript is public.

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  1. construction · #1

    Ting-Wei Chao, Zixuan Xu and Dmitrii Zakharov, using ChatGPT 5.4 Pro

    That credit came with the record as it was imported. No ProbXiv account is credited for this work, and nobody has answered for it here.

    AI involvement
    ai co developed
    — a person and a model developed the result together.

    "In an earlier arXiv version of this paper, Theorem 1.6 was stated as a question in the special case k=3. ChatGPT 5.4 Pro managed to successfully answer this question and the construction in Section 3.2 is a generalization of its response" - with the chat transcript linked in the paper.

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