If you’ve come across the question “Which task is a generative AI task?” in a quiz, course or certification, here’s the clear answer, plus an easy way to recognise a generative AI task every time.
Quick answer
A generative AI task is any task where the AI creates brand-new content rather than just sorting, labelling or predicting from existing data. Typical examples are generating an image from a text prompt, writing an article, composing music, or producing code. So if your answer options include something like “creating a new image from a description” or “writing a poem,” that is the generative one.
What makes a task “generative”?
Generative AI produces new, original outputs, such as text, images, audio, video or code, based on patterns it learned during training. The key word is create. If the model is making something that did not exist before, it is a generative task. If it is only analysing, classifying or forecasting, it is not.
Generative AI tasks vs other AI tasks
| Generative AI tasks | Non-generative AI tasks |
|---|---|
| Writing text or articles | Spam detection (classification) |
| Generating images from prompts | Sentiment analysis |
| Composing music or audio | Product recommendations |
| Writing or completing code | Fraud detection |
| Summarising or rewriting text | Sales forecasting |
| Creating video from text | Image recognition / labelling |
Common examples of generative AI tasks
- Asking ChatGPT or Gemini to write an email, essay or story
- Creating an image with a tool like DALL-E or Midjourney
- Generating code from a plain-English description
- Producing a voiceover or a piece of music
- Turning notes into a summary or a new draft
Examples that are NOT generative AI
- Sorting emails into spam and not-spam (classification)
- Predicting next month’s sales (forecasting)
- Recommending a product based on history (recommendation)
- Detecting objects in a photo (recognition)
These use AI, but they analyse or predict from existing data instead of creating something new.
Why the distinction matters
Understanding the difference helps you pick the right tool for a job and answer exam questions correctly. Generative AI is behind the recent boom in chatbots and image tools, while traditional (discriminative) AI still powers everyday features like search ranking, spam filters and recommendations.
Frequently asked questions
Is ChatGPT a generative AI?
Yes. ChatGPT generates new text, so it is a generative AI system. The same applies to Google’s Gemini.
Is image classification a generative task?
No. Classifying or recognising an image labels existing data, so it is not generative.
Is summarising text a generative task?
Yes. A summary is newly written text the model creates, which makes it a generative task.
Want to see generative AI in action? Read our comparison of Gemini vs ChatGPT.