Conquering the most important problems faced by complex organizations often requires great models, not “big data”: in many situations, better decisions can be made with imperfect or incomplete data. As storage and processing costs...
Organizations like the Millennium Project, certain government agencies, companies from the smallest to large transnationals, and the United Nations have recognized that, in a complex world, the risk of decisions that lead to unintended...
One of the first questions that occurred to me during my summer internship this year was “what is Decision Intelligence”? And is it really so different than AI? As part of my blog series,...
Gandhi predicted that both capitalism and communism would eventually fail.[1] He proposed a third system, called trusteeship,[2] which held tremendous promise. Yet today’s world is much more complex than the one that Gandhi inhabited, and so we...
Guest Blogger Introduction I’m Emily Zhao, a summer intern at Quantellia. I am an undergraduate at the University of California, San Diego, studying Applied Math, Cognitive Science, and Computer Science. As co-sponsor of the Responsible AI/DI...
As we look forward into 2017, intelligence augmentation (IA) will begin to take its rightful place alongside artificial intelligence (AI). Here’s one of my talks about this. Summary below.
Please enjoy this interview broadcast today with me and Daniel G. Faggella of TechEmergence. I touch on intelligence augmentation (IA), machine learning in vision, text, and other domains, the emerging decision intelligence ecosystem, the...
What does cold dead fish have to do with random forests? If you were to open a restaurant that served cold dead fish, you would not stay open for very long. However, if you...
Every few years, it’s exciting to witness a nascent technology emerge as a credibly disruptive influence around the world. Personal computing exploded in the 1980s, the web in the 1990s. Today, machine learning for...
Often 10% of the data contains 90% of its value in solving the problems we need solved. This means that we can waste enormous resources cleansing, migrating, and managing that 90%, with little to...
