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Generative AI refers to a type of artificial intelligence that is capable of creating new content, such as text, images, music, or even videos. It uses complex algorithms and models to produce outputs that are similar to those generated by humans. These models learn patterns and styles from existing data and can then generate original content based on that learned information. GPT-3, the technology behind this conversation, is an example of a generative AI model that can generate human-like text.

Machine learning is like teaching computers to learn from examples. Instead of giving them explicit instructions, you show them lots of data and let them figure out patterns and rules on their own. It's like training a dog – you show it different pictures of cats and dogs, and eventually, it learns to tell them apart by itself. Similarly, with machine learning, computers can learn to make predictions, classify things, or solve problems by looking at a lot of data and finding patterns in it.