10.2. Emerging Trends in Design for Testability

Try these first

1. 1.

   What is AI-driven test generation?

   Hint

   Think about automation in testing.

2. 2.

   Define test compression.

   Hint

   What happens to data during compression?

3. 3.

   What is the primary benefit of AI in test generation?

   • Increased reliability
   • Automated pattern creation
   • Cost reduction

   Hint

   Think about what AI automates in testing.

4. 4.

   True or False: Test compression increases the size of test patterns.

   • True
   • False

   Hint

   What does compression do?

5. 5.

   Develop a scenario where AI-driven test generation could drastically reduce the time spent on traditional testing methods. Detail the steps involved in the AI approach.

   Hint

   Think about the stages AI would go through to gather and analyze data.

6. 6.

   Evaluate the costs and benefits of implementing in-system testability in a new electronic consumer device vs. traditional testing methods.

   Hint

   Consider the impacts on design and user experience.