Section 1 - Instruction

In the previous units, we covered how specialized GenAI can tackle domain-specific challenges and how creative GenAI can generate entirely new artistic content. Both categories represent the cutting-edge of AI beyond the mainstream tools.

Engagement Message

Let's test your ability to distinguish between these two fascinating categories of lesser-known GenAI. Are you ready?

Section 2 - Practice

Type

Sort Into Boxes

Practice Question

Sort these GenAI tools and concepts based on their primary application category.

Labels

  • First Box Label: Specialized GenAI
  • Second Box Label: Creative GenAI

First Box Items

  • BioGPT
  • ProteinBERT

Second Box Items

  • Music generation
  • Runway video tools
  • Artistic style transfer
Section 3 - Practice

Type

Fill In The Blanks

Markdown With Blanks

Fill in the blanks to complete the sentence about lesser-known GenAI's role in advancing specialized work.

GenAI can accelerate domain expertise by processing thousands of specialized [[blank:datasets]] or by using [[blank:fine-tuned]] models to understand niche professional contexts.

Suggested Answers

  • datasets
  • fine-tuned
  • meetings
  • general-purpose
Section 4 - Practice

Type

Multiple Choice

Practice Question

When using lesser-known GenAI tools, what is the most crucial role of the human user?

A. To build the AI models from scratch using only open-source components. B. To manually verify every output since these tools are completely unreliable. C. To provide domain expertise, validate outputs, and guide the AI's specialized capabilities. D. To avoid using them entirely since mainstream tools are always better.

Suggested Answers

  • A
  • B
  • C - Correct
  • D
Section 5 - Practice

Type

Swipe Left or Right

Practice Question

Swipe left for Specialized GenAI applications and right for Creative GenAI applications.

Labels

  • Left Label: Specialized GenAI
  • Right Label: Creative GenAI

Left Label Items

  • Analyzing protein structures with ProteinBERT
  • Processing biological literature with BioGPT
  • Generating code documentation with CodeT5
  • Predicting molecular behavior with ChemBERTa

Right Label Items

  • Creating AI-generated music with Jukebox
  • Producing video content with RunwayML
  • Generating abstract art with lesser-known diffusion models
  • Composing poetry with specialized language models
Section 6 - Practice

Type

Multiple Choice

Practice Question

What was Microsoft's BioGPT specifically designed to accomplish?

A. To automatically write and publish medical research papers. B. To understand and generate text related to biomedical and life science domains. C. To compose relaxing music for hospital patients. D. To design user interfaces for medical applications.

Suggested Answers

  • A
  • B - Correct
  • C
  • D
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