Multimodal AI

Lesson goals

• Representing different modalities
• Connecting vision and language
• Assistant and analysis applications

Core idea

Models combining text, images, audio, and video.

1. Representing different modalities: understand it in context, identify inputs and outputs, and define how the result will be verified.

2. Connecting vision and language: understand it in context, identify inputs and outputs, and define how the result will be verified.

3. Assistant and analysis applications: understand it in context, identify inputs and outputs, and define how the result will be verified.

Practical example

Consider a real application of “Multimodal AI.” Start small, identify available data, and compare the system with a clear baseline before expanding it.

Check your understanding

1. Explain “Multimodal AI” in your own words.
2. Give one appropriate and one misleading application.
3. What risk or limitation should be monitored?