IBM, Harvard University Develop New Tool for AI Translation

At the IEEE Conference on Visual Analytics Science and Technology in Berlin, IBM and Harvard University researchers presented Seq2Seq-Vis, a tool to debug machine translation tools. Translation tools rely on neural networks, which, because they are opaque, make it difficult to determine how mistakes were made. For that reason, it’s known as the “black box problem.” Seq2Seq-Vis allows deep-learning app creators to visualize AI’s decision-making process as it translates a sequence of words from one language to another. Continue reading IBM, Harvard University Develop New Tool for AI Translation

Microsoft Builds on Existing Tech, Voices Moral Conscience

At its Build developer conference this week, Microsoft is showing products that highlight its changed direction under the aegis of chief executive Satya Nadella. Among them is a DJI drone loaded with Microsoft software to identify oil pipeline faults without an Internet connection. Although Microsoft is helping customers enhance their existing gear, the company promised “big things ahead” to those entirely in the Microsoft ecosystem. Uninvolved in recent data scandals, some deem Microsoft to be the tech industry’s moral conscience. Continue reading Microsoft Builds on Existing Tech, Voices Moral Conscience