AI for the enterprise

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Understanding what we mean by “Decision” in ML/AI/DI

AI for the enterprise, Artificial Intelligence, Causal modeling, Data Science, Data, and its limits, decision intelligence, Intelligence Amplification (aka Intelligence Augmentation) (IA)

In artificial intelligence, machine learning, decision intelligence, statistics, and science, we use the word “decision” to mean a lot of things. Let’s tease out some distinctions: Decision TypeNameQuestion answeredPrimary information SourceTypical success criterionTypical methodAML classification“Decisions That”: “What is this picture?” “What disease does this person have?” “Is this a cat?”DataTrue positive, true negativeSupervised learningBML regression“Decision […]

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Thinking of Starting an Enterprise AI Project?

AI for the enterprise, Artificial Intelligence, decision intelligence, Intelligence Amplification (aka Intelligence Augmentation) (IA), Introduction, Machine Learning, Machine Learning Software Engineering (MLSE)

Are you thinking: “I’ve heard that AI can provide some value to my organization?” but wondering where to start? You might be a CIO or other technical leader, looking to avoid being left in the dust behind this important technology. Based on our experience delivering dozens of AI projects (thousands of models) over 30 years,

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The #COVID19 Driver’s Seat

AI for the enterprise, Artificial Intelligence, Behavioral Economics, Behavioral psychology, Big Data, Cognitive science, Complex Systems, complexity science, computational neuroscience, COVID-19, Data Science, Decision Analysis, decision intelligence, design thinking, Econometrics, Economics, epidemiology, Finance, human capital management, Intelligence Amplification (aka Intelligence Augmentation) (IA), Knowledge Management, Machine Learning, operations research, Predictive Analytics, prius, Risk Analysis, Simulation, Statistics, toyota, Wicked Problems

I caught COVID19 in March, a few weeks after breaking my arm badly enough to need surgery.  I made it through, but along the way, and with the perspective afforded by a lot of time on the couch and away from the day-to-day business of Quantellia, I became galvanized to do something about other COVID

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