Beyond Text — Multimodal AI

1. What does the term 'multimodal AI' encompass according to the lesson?

Only text processing systems Models that operate across text, images, audio, and video Artificial Intelligence for audio tasks only Visual recognition systems only

2. When should you use a specialized cognitive service instead of a multimodal LLM?

When the task needs reasoning over an image When the task is extraction at scale with predictable structure When you require a free-form prose output When you are analyzing video content

3. What are enterprise patterns suggested in the lesson for using LLMs and specialized services?

Always choose LLMs for any type of data Use document service for structured extraction and LLM for reasoning Implement only visual recognition systems Use manual methods for analysis

4. How does LyraLearn utilize multimodal AI according to the lesson?

It processes only text lessons It narrates lessons using a TTS model It focuses solely on image processing It offers manual transcription services

Continue: Vision and Document Intelligence → Review this lesson Retake quiz