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Book Overview & Buying
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Table Of Contents
Creators of Intelligence
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I really enjoyed being able to have an in-depth discussion with Nikolaj and in particular, to discuss the details of his unique approach of combining ML and OR to solve complex problems. ML has become the go-to approach for many problems, so it was great to discuss what other approaches exist that may be better suited to some problems, such as combining it with OR when you don’t have lots of clean data available or when you need to control the model outputs. We also discussed the amoral nature of ML – and so it’s arguably unethical – and is designed as such from the ground up. The argument for hybrid methods is that they allow solutions to be designed that can handle bias and ethical considerations. Nikolaj firmly believes that the future of AI lies in hybrid approaches, such as in the combination of ML and OR.
It was good to hear Nikolaj’s views on investing in POCs, and how effort needs to be put in to ensure that you’re solving...
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