This statement expresses a critical view of the technology, suggesting that public trust is a significant barrier, and it references past issues with third-party verification services, which could be a point of concern for readers.

大多数人认为公开数据集是AI评估的金标准，能够提供客观公正的测试环境。但作者警告，使用公开材料构建的基准测试存在污染风险，训练数据接触会悄无声息地提高分数。这一观点挑战了AI评估领域的传统做法，暗示我们需要更严格的数据隔离措施或转向私有数据集进行评估。

**Recommend Resource: ** Under the "More Information About Other Open Movements" I recommended adding Higashinihon Daishinsai Shashin Hozon Purojekuto, (trans. Great Earthquake of Eastern Japan Photo Archiving Project) which is one of Japan's open government and open data efforts to document all photographs about Japan's 2011 earthquake.

The site currently contains close to 40,000 photographs of the aftermath of the natural disaster.

The photos are hosted by Yahoo! Japan and are published under non-commercial clause for open access to the public.

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