AI Tasks

AI can solve different types of problems. Each problem type is called a task.

Tasks are grouped into categories:

1. Computer Vision Tasks involving images, videos, and spatial understanding.

2. Natural Language Processing Text-based AI tasks including classification, reasoning, and structured QA.

3. Multimodal Models that process or generate multiple modalities at once (text, image, audio, video, documents).

4. Audio Models for speech processing, audio generation, and classification.

5. Tabular ML tasks involving structured tables or time-series data.

6. Reinforcement Learning Agent learning, control tasks, and environment interactions.

The task defines what the AI needs to learn during training.