Databricks Generative AI Engineer Associate Question 269
Select 3You are building a generative AI model using Databricks and plan to use a dataset containing copyrighted text from an online repository. Which actions should you take to ensure compliance with legal and licensing requirements?
- A
Review the dataset's licensing terms to understand permitted usage.
- B
Assume the data is publicly available and proceed with training the model.
- C
Seek explicit permission from the data owner if the licensing terms are unclear.
- D
Use the dataset only if it is explicitly labeled for commercial use, as your AI model is intended for a commercial product.
- E
Modify the dataset slightly to bypass any licensing restrictions.
Show answer and explanation
Correct answers: A, C, D
Explanation
To avoid legal risks when using datasets for generative AI projects, it is essential to verify compliance with licensing terms, seek clarification when terms are unclear, and ensure the dataset is suitable for the intended use case, especially if the project is commercial. Ignoring or bypassing these steps can lead to legal liabilities.
- A. Correct.
Correct: Reviewing the licensing terms is a critical step to ensure compliance and avoid legal risks when using any dataset.
- B. Incorrect.
Incorrect: Public availability does not guarantee permission for use, especially in commercial applications. Legal clarity is still required.
- C. Correct.
Correct: When licensing terms are ambiguous, obtaining explicit permission from the data owner ensures compliance and avoids potential legal disputes.
- D. Correct.
Correct: Using datasets explicitly marked for commercial use aligns with legal requirements, especially for projects with commercial goals.
- E. Incorrect.
Incorrect: Modifying a dataset to bypass licensing restrictions is unethical and may still violate intellectual property laws.