Introduction Machine learning promises to revolutionize image recognition, but sometimes it learns the wrong lesson. One of the most memorable failures involved a model trained to identify trout fish — only to misclassify them wildly in real-world scenarios. Why? Because the training data mostly featured images of people holding trout, not trout themselves. This isn’t […]