Tag: Bias Baked In?

Imagine teaching a child to identify a cat. You wouldn't just show them one cat, would you? You'd show them hundreds, of all shapes, sizes, colors, and breeds, in different poses and settings. That's essentially what an AI training set does for artificial intelligence – it provides the raw material for learning and improvement. But building effective AI training sets is far more complex than just gathering a bunch of images or text. It's a crucial step that directly impacts the accuracy, reliability, and overall usefulness of AI models. What is an AI Training Set? Definition and Purpose An AI training set is a collection of data used to train a machine learning model. This data is carefully curated and labeled to provide the AI with examples it can learn from. The primary purpose of a trai...