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AI Business / AI in Medicine / AI Projects / Applied AI / Artificial Intelligence / Machine Learning / Product Management / ROI January 6, 2022
READ MOREIf you’ve been reading my posts so far, you’ve probably learned solidly that AI models become useful when they leave the lab and become part of a deployed system, where they are integrated into business software and processes. So, say you’ve done that. You built your model. You improved your accuracy and demonstrated that it’s high […]
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Artificial Intelligence / Machine Learning September 19, 2021
READ MOREYou might be detecting a theme in the last few posts: AI isn’t always the answer. Sometimes it’s better to use just humans, sometimes humans in the loop with a non-AI solution. Here are a few other alternatives you should be sure to consider. The many flavors of machine learning At the moment, most enterprise AI […]
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AI Projects / AI Systems / Artificial Intelligence / Machine Learning / ROI September 19, 2021
READ MOREI wrote earlier about the importance of asking yourself some foundational questions about what alternatives your solution is competing with. I also wrote more specifically about competition with human / manual solutions, and about how it’s a good idea to seek the optimal mixture of AI, more traditional tech, and human beings. Sometimes, as it […]
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The robotics team had a great idea. Why not use self-driving car technology for a task that was essentially easier, and could make money on the way to autonomous nirvana? And, as often happens, they were pitching me for investment. A solid and practical team, I liked these guys for their clever concept: to build self-driving (“robot”) industrial […]
