CHAPTER 1

Machine-learning systems are only ever as good as their training data. If the data don't represent the system's operating environment well, the system can fail in the real world. In 2018, for example, researchers at the MIT Media Lab showed that three leading facial recognition systems were far worse at classifying dark-skinned faces than they ... ................
................