Unprovability Comes to Machine Learning

Machine learning has matured as a mathematical discipline and now joins the many subfields of mathematics that deal with the burden of unprovability and the unease that comes with it. Perhaps results such as this one will bring to the field of machine learning a healthy dose of humility, even as machine-learning algorithms continue to revolutionize the world around us.

Herb Roitblat On Machine Learning: It Depends

Machine learning still stands on the three core features of representation, assessment, and optimization.  As a result, many machine learning systems tend to return approximately the same results.  Given a choice between more clever algorithms and better quality training data, it is often preferable to spend the effort on better data.

Lawyers’ Job Security in a Near Future World of AI

Does the inevitable triumph of AI robots over human reason and logic mean that the legal profession is doomed? Will Watson be the next generation’s lawyer of choice? Ralph Losey does not think so and shares his thoughts on this important topic.

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