On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
Machine learning algorithms increasingly influence our decisions and interact with us in all parts of our daily lives. Therefore, just as we consider the safety of power plants, highways, and a variety of other engineered socio-technical systems, we must also take into account the safety of systems involving machine learning. …