Demand for rare earth elements needed for magnets will likely surge over the next ten years. Postconsumer scrap could unlock additional supply, although recovery remains a challenge.

本研究针对自主车辆在识别稀有故障模式时的挑战，提出利用生成和可解释的人工智能技术，生成多样化的环境图像和自然语言描述，以提高AV系统的安全性和可靠性。

本研究提出了一种交叉熵攻击方法，旨在解决黑箱文本对抗攻击中的模型信息缺乏和文本离散性问题。通过优化软标签和硬标签的对抗目标，实验证明该方法在攻击性能、不可察觉性和句子质量上具有显著优势。

This article is about the less common data science skills that can help you get hired. While these skills are not as common as they are for technical jobs, they are certainly worth developing.