Databricks Generative AI Engineer Associate Question 267
Select 3You are fine-tuning a generative AI model on a dataset containing text from various online forums and articles. Some of the data is sourced from platforms that require attribution, while others use a Creative Commons license that restricts commercial use. What steps should you take to ensure compliance with legal/licensing requirements before using this dataset for your model?
- A
Review and document the licensing terms for each data source.
- B
Exclude data that restricts commercial use if your AI model will be used for commercial purposes.
- C
Assume all data from public platforms is free to use without restrictions.
- D
Provide proper attribution for sources that require it under their licensing terms.
- E
Use the dataset as-is and address licensing concerns only if legal issues arise.
Show answer and explanation
Correct answers: A, B, D
Explanation
To avoid legal risks when using external datasets, it is essential to understand and comply with the licensing requirements of each source. This includes reviewing terms, excluding restricted data if necessary, and providing attribution when required. Ignoring these steps could result in legal and financial penalties, particularly if the model is deployed commercially.
- A. Correct.
Reviewing and documenting licensing terms is critical to ensure you comply with the conditions set by the data sources. This helps you avoid legal risks.
- B. Correct.
Data with licensing restrictions, such as prohibiting commercial use, must be excluded if the model will be used commercially. Ignoring this would lead to legal violations.
- C. Incorrect.
Assuming all public data is free to use is incorrect. Many online platforms and datasets have specific licensing terms that must be followed.
- D. Correct.
Providing attribution is a necessary step when using data sources that require it. Failing to do so could breach licensing agreements.
- E. Incorrect.
Using the dataset without addressing licensing concerns is a risky approach that could lead to significant legal consequences.