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You are here:  Home  >  Articles by James Kobielus
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What Does It Mean to Certify an AI Product as Safe?

By   /  July 16, 2018  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author James Kobielus. Artificial intelligence (AI) scares many people. Personally, I think those worries are seriously overblown. But we should respect the general public’s need for meaningful assurances that the next AI-infused product they acquire won’t unexpectedly transform into an evil overlord or insidious snoop. Electricity frightened a lot of people […]

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Benchmarking the Full AI Hardware/Software Stack

By   /  June 22, 2018  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author James Kobielus. Artificial Intelligence (AI) is a resource hog. AI-powered programs will grind to a halt unless developers continue to seek out the fastest, most scalable, most power-efficient and lowest-cost hardware, software and Cloud platforms to run their workloads. As the AI arena shifts toward workload-optimized architectures, there’s a growing need […]

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AI Infuses the Next Generation of Web Application Development

By   /  April 23, 2018  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author James Kobielus. Mainstream Web application development is beginning to incorporate the tools of Artificial Intelligence (AI). Before long, we’ll see programmers of all sort incorporating AI into even the most mundane browser-based applications. If you doubt what I just said, take a look at the following recent industry developments: Citizen […]

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Low-Cost AI Chipsets Will Take the Mobility Market by Storm in 2018

By   /  January 16, 2018  /  Data Architecture Blogs, Data Architecture News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author James Kobielus. Artificial Intelligence (AI) is rapidly being incorporated into diverse applications in the Cloud and at the network’s edge. The pace at which the technology is being adopted depends on the extent to which it is incorporated into commodity chipsets. To be ready for widespread adoption, AI’s algorithmic smarts need […]

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Putting “AI-First” Into Its Proper Context

By   /  August 21, 2017  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Big Data Blogs, Big Data News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author James Kobielus. Pardon my cynicism, but it seems as if every solution provider now is “AI-first,” at least in the limited sense of mentioning Artificial Intelligence very early in their marketing pitch. As an industry analyst specializing in this area, I have to be curt when someone touts “AI-first” as […]

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Machine Learning Will Do Auto-Programming’s Heavy Lifting

By   /  June 26, 2017  /  Big Data Blogs, Big Data News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Database Blogs, Database News, Articles, & Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Programming an information system can be strenuous labor. If you’ve ever spent hours intently producing some intricately detailed textual composition, you know what I mean. And if you’re typing out mind-numbing technical verbiage every single work day, the repetitive stresses can wear you down. If you’re a programmer, your nervous system will scream for anything […]

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Will Data Scientists Automate Themselves Out of Jobs?

By   /  February 22, 2017  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education  /  No Comments

Click to learn more about author James Kobielus. Productivity in Data Science isn’t a matter of output in any quantitative sense. It’s more an issue of the quality of what Data Scientists produce. In a Data Science context, quality refers to the validity and relevance of the insights that statistical models are able to distill from […]

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Machine Learning and Statistical Algorithms: Training With Everything We’ve Got

By   /  January 18, 2017  /  Data Blogs | Information From Enterprise Leaders, Data Education, Data Science News, Articles, & Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click here to learn more about author James Kobielus. Machine Learning and other statistical algorithms are like muscles. How you train a statistical algorithm makes all the difference in how well it performs the task for which it was constructed. You could say training an algorithm is a bit like conditioning your muscles in a gym. It […]

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How We Will Harvest Cognition in 2017

By   /  December 19, 2016  /  Big Data Blogs, Big Data News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Data Science Blogs, Data Science News, Articles, & Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click here to learn more about author James Kobielus. As we bid farewell to 2016, the entire data industry is focused on cognitive computing as the path forward. We’re all making predictions for how Cognitive Computing’s footprint in our lives will deepen in coming years. One key assumption in everybody’s predictions is that somehow this […]

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Coming to Grips with Artificial Intelligence’s Many Manifestations

By   /  November 14, 2016  /  Data Blogs | Information From Enterprise Leaders, Data Education, Data Science Blogs, Data Science News, Articles, & Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click here to learn more about author James Kobielus. Artificial intelligence (AI) is all the rage these days. However, people often overlook the fact that it’s a truly ancient vogue. I can’t think of another current high-tech mania whose hype curve got going during the days when Ike was in the White House, “I Love […]

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