Databricks Generative AI Engineer Associate Question 264
Select 3You are tasked with building a generative AI model using a dataset of publicly available text data. Before proceeding, your manager asks you to ensure there are no legal risks associated with the dataset. Which steps should you take to comply with legal and licensing requirements?
- A
Review the dataset's licensing terms and ensure they permit commercial use if required.
- B
Assume that all publicly available datasets are free for any kind of use, including commercial purposes.
- C
Check if attribution is required and plan to include it in your model's documentation or outputs.
- D
Verify whether the dataset contains personally identifiable information (PII) and confirm compliance with relevant privacy laws.
- E
Ignore licensing details if the dataset was downloaded from a reputable source.
Show answer and explanation
Correct answers: A, C, D
Explanation
To avoid legal risks when using a dataset, you must carefully review its licensing terms, handle any attribution requirements, and ensure compliance with privacy laws if personally identifiable information (PII) is present. Making assumptions or ignoring legal details can lead to serious legal consequences, even when using publicly available datasets.
- A. Correct.
Reviewing the dataset's licensing terms is essential to ensure that your intended use of the data, such as for commercial purposes, is legally permitted.
- B. Incorrect.
Assuming all publicly available datasets can be freely used is incorrect and risky, as many datasets have specific restrictions on usage, even if they are publicly accessible.
- C. Correct.
Attribution requirements are often part of licensing agreements, and failing to include proper attribution can result in legal ramifications.
- D. Correct.
Datasets containing PII must comply with privacy laws such as GDPR or CCPA. Verifying this ensures that your usage does not breach these regulations.
- E. Incorrect.
Ignoring licensing details, even from reputable sources, is not advisable because legal restrictions or obligations often still apply.