AI systems now operate on a very large scale. Modern deep learning models contain billions of parameters and are trained on ...
《柳叶刀-区域健康(西太平洋)》(The Lancet Regional Health - Western ...
玻璃盒AI(Glass-box AI)应对了这些担忧。它指的是旨在展示预测如何产生的系统,而不是隐藏内部步骤。在这样的系统中,可解释的模型或解释技术揭示了重要的特征、中间推理和最终决策路径。这些信息支持需要理解或验证模型行为的专家和普通用户。此外,它将透明度从一个可选的附加功能转变为一个核心的设计原则。因此,玻璃盒AI代表着在各个领域朝着负责任、可靠和知情的决策迈进。
This important study, which tackles the challenge of analyzing genome integrity and instability in unicellular pathogens by introducing a novel single-cell genomics approach, presents compelling ...
“One of the basic axioms of the rational theory of decision under uncertainty is Savage’s (1954) sure-thing principle (STP).