AIF-C01 Question 173
Select 4A company is using a generative AI model to automatically create marketing content for its clients. Which of the following potential risks should the company address to avoid legal and ethical challenges while using the generative AI model?
- A
The risk of intellectual property infringement if the model generates content similar to copyrighted material.
- B
The possibility of biased outputs that could harm the reputation of the company or its clients.
- C
The risk of regulatory penalties for not hosting the AI model on on-premises infrastructure.
- D
The possibility of hallucinations in the generated content, leading to misinformation.
- E
The loss of customer trust if the model generates offensive or inappropriate content.
Show answer and explanation
Correct answers: A, B, D, E
Explanation
When working with generative AI, it is crucial to address risks such as intellectual property infringement, biased outputs, hallucinations, and the potential loss of customer trust due to inappropriate content. These risks can lead to legal, ethical, and reputational challenges, so they must be proactively mitigated. However, the hosting location of the model (cloud vs. on-premises) does not directly contribute to such risks in this scenario.
- A. Correct.
Generative AI models may inadvertently produce content that resembles copyrighted material, which could result in intellectual property infringement claims.
- B. Correct.
Generative AI models trained on biased datasets can produce outputs that reflect those biases, potentially damaging the company's or its clients' reputation.
- C. Incorrect.
The location of the AI model's hosting (cloud or on-premises) is not inherently tied to legal or ethical risks in this context, so this is irrelevant to the scenario.
- D. Correct.
Generative AI models may produce 'hallucinations,' or outputs that are factually incorrect or nonsensical, which could lead to misinformation and legal disputes.
- E. Correct.
If generative AI produces offensive or inappropriate content, it can lead to a loss of customer trust and potential reputational damage.