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AI R&D: DARPA Investing $2 Billion in Contextual Reasoning In the view of the Pentagon’s Defense Advanced Research Projects Agency (DARPA), a government agency that has contributed heavily to AI research in the past, AI’s programmed ability to process information is still much too limited. What AI needs is contextual reasoning capabilities. |
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If You Want Training to Take, Explore Experiential Learning People typically think of training classes as passive activities, where the instructor talks and the others listen. But experiential learning, where you learn through hands-on activities and then reflect on the experience, often gets the lesson to stick in people's brains better. Consider using interactive lessons. |
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Real-Time Bird Migration Algorithms for Live Tweeting New maps on the Cornell Lab of Ornithology’s BirdCast website let you track migratory birds in near real time, as well as forecast avian migration up to three days ahead. Pamela Rentz looks at why the when, where, and how far birds will migrate is important. |
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How to Be a Team Player Some people think of themselves as team players because they're technically savvy, hard workers, and strong contributors. But these traits alone don’t make someone a team player. Teamwork, after all, is the process of working together to achieve a shared goal. Team players collaborate to solve problems. |
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Creating a Company Culture Where Agile Will Thrive A so-called generative culture has all the characteristics necessary to support self-directed teams, shared responsibility, experimentation, and continuous process improvement. But what about the rest of us? Most large organizations don't have a culture where agile will take hold so easily. Here's what needs to change. |
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Notable Challenges: NASA, LEGOs, and YouTubers Did you ever say to yourself, "What a brilliant idea! How did they come up with that?" One school of thought holds that the best "aha" moments take place when someone’s alone. However, another theory—shared by organizations such as NASA and LEGO—is that a problem shared is a problem solved. |
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The Importance of People in Software: A Tribute to Jerry Weinberg Gerald Weinberg's work inspired many to be better engineers and better leaders. Although he’s no longer with us, his message about the role of people in building quality software lives on in his writings and in those who have learned from him. Here, Steve Berczuk recalls some of Jerry Weinberg's most influential books. |
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5 Factors That Could Be Making Your Project Estimates Go Wrong Why do our estimates for a project or a testing phase so often turn out wrong? Whatever causes underestimation, we clearly do not learn from experience, as we repeatedly make estimation errors, despite feedback showing previous errors. It’s a chronic problem. What could be driving these errors? Here are five factors. |
