Predictive
vs.
Generative AI

Generative AI

Generative AI creates new content rather than simply predicting it. It learns patterns from massive datasets—such as Wikipedia, Reddit, GitHub, or books—and then generates new text, images, music, or even code that mimics those patterns. Examples include:

• Chatbots – Tools like ChatGPT can answer questions, write essays, or generate code by predicting the next word in a sentence based on patterns learned from text data. Many chatbots also learn from user interactions, so it’s important to be careful about what personal information you share.

• Creative Tools – AI systems like DALL·E or music generators can produce images or songs that never existed before, based on the data they were trained on.

Generative AI opens new possibilities for creativity and learning, but it also requires caution: because it produces outputs based on patterns in its training data and user inputs, the results may reflect biases or errors in that data.