Generative AI
Artificial intelligence that creates new content, such as text, images, video, audio, or code, when you ask for it. Older AI sorted, ranked, or predicted; generative AI produces. It learned patterns from an enormous amount of existing material and uses them to make something new. ChatGPT, Claude, Gemini, and Midjourney are generative AI.
In plain English
Old AI sorted your inbox. New AI writes the reply. That’s the difference. Generative AI makes something that wasn’t there before: a paragraph, a picture, a spreadsheet formula.1
In the real world
- The chat box in ChatGPT or Claude.
- “Help me write” in Gmail and Google Docs.
- Image and video generators, and the AI features in design tools.
When to use it
First drafts. Summaries. Rewrites. Anything where “roughly right, fast” is useful and a person will check it.
When not to use it
- Final facts. It produces plausible text, not verified text. See hallucination.
- Anything you won’t read before sending. That’s how you get slop.
Good, bad, ugly
- Good: a draft in seconds. The blank page is gone.
- Bad: confident and wrong look identical.
- Ugly: the same patterns learned from the same data come out of every tool. Everyone’s output starts to look the same.
Key facts
- Makes
- Text, images, video, audio, code
- Versus older AI
- Older systems sorted, ranked, or predicted. Generative AI produces.
- Took off
- Early 2020s, with the arrival of large language models and image generators
Common questions
Is ChatGPT generative AI?
Yes. So are Claude, Gemini, Midjourney, and the AI features inside most apps now.
How is it different from regular AI?
Regular AI classifies or predicts, like a spam filter. Generative AI produces something new, like a paragraph or a picture.
Is the output original?
It's new, assembled from patterns the model learned. Whether it is good is a separate question.
References
- What is generative AI?IBMView source
- Generative artificial intelligenceWikipediaView source