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@@ -242,7 +242,7 @@ The dataset enables controlled experiments on AI shopping behavior by providing
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  ## Paper
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- ๐Ÿ“„ **Paper**: [What is your AI Agent buying? Evaluation, Implications and Emerging Questions for Agentic e-Commerce](https://arxiv.org/abs/XXXX.XXXXX)
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  ## Dataset Subsets
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  ## Links
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  - ๐Ÿ’ป **Code Repository**: [https://github.com/mycustomai/ACES](https://github.com/mycustomai/ACES)
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- - ๐Ÿ“Š **Dataset**: [HuggingFace Dataset Card](https://huggingface.co/datasets/My-Custom-AI/ACE-RS)
 
 
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  ## Paper
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+ ๐Ÿ“„ **Paper**: [What is your AI Agent buying? Evaluation, Implications and Emerging Questions for Agentic e-Commerce](https://arxiv.org/abs/2508.02630)
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  ## Dataset Subsets
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  ## Links
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  - ๐Ÿ’ป **Code Repository**: [https://github.com/mycustomai/ACES](https://github.com/mycustomai/ACES)
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+ - ๐Ÿ“Š **Dataset**: [HuggingFace Dataset Card](https://huggingface.co/datasets/My-Custom-AI/ACE-RS)
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+ - ๐Ÿ“„ **Paper** [Arxiv](https://arxiv.org/abs/2508.02630)