Section 1 - Instruction

Previously, you explored how GenAI extends far beyond ChatGPT into creative and technical domains. Let's recap: specialized GenAIs can create stunning visuals, compose music, and assist with complex coding tasks using focused training approaches.

Engagement Message

Ready to practice identifying these different GenAI specializations?

Section 2 - Practice

Type

Sort Into Boxes

Practice Question

Sort these lesser-known GenAI tools into the correct specialization category.

Labels

  • First Box Label: Creative Generation
  • Second Box Label: Technical Generation

First Box Items

  • Runway (video)
  • AIVA (music)

Second Box Items

  • GitHub Copilot
  • Codex models
Section 3 - Practice

Type

Multiple Choice

Practice Question

What is the primary advantage of using specialized GenAI tools over general-purpose models?

A. They guarantee perfect results in all creative and technical tasks. B. They completely replace the need for human expertise in their domains. C. They deliver superior performance in their specific area through focused training. D. They only work for very simple and basic tasks within their field.

Suggested Answers

  • A
  • B
  • C - Correct
  • D
Section 4 - Practice

Type

Fill In The Blanks

Markdown With Blanks

Fill in the blanks to describe how GenAI specializes for different domains.

AI can analyze domain-specific [[blank:training data]] to create highly [[blank:specialized]] models, which often outperform general-purpose tools in their particular field.

Suggested Answers

  • training data
  • specialized
  • general
  • creative
Section 5 - Practice

Type

Swipe Left or Right

Practice Question

For each statement, decide if it describes a specialized GenAI approach or a general-purpose one. Swipe left for specialized and right for general-purpose.

Labels

  • Left Label: Specialized GenAI
  • Right Label: General-Purpose GenAI

Left Label Items

  • Training exclusively on musical compositions for audio generation
  • Using code repositories to build programming assistants
  • Focusing on legal documents for contract analysis
  • Optimizing specifically for architectural blueprints

Right Label Items

  • Using diverse web content for conversational abilities
  • Training on mixed text types for broad knowledge
  • Handling any topic from cooking to quantum physics
  • Answering questions across all domains equally
Section 6 - Practice

Type

Multiple Choice

Practice Question

What is a significant challenge that applies to both creative and technical specialized GenAIs?

A. A global shortage of the hardware needed to run specialized models. B. The risk of narrow training data limiting versatility and inclusivity. C. AI models often refuse to generate creative or technical content. D. The extremely high cost of specialization makes them unusable for most.

Suggested Answers

  • A
  • B - Correct
  • C
  • D
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