GENERATIVE-AI-LEADER · Question #15
GENERATIVE-AI-LEADER Question #15: Real Exam Question with Answer & Explanation
The correct answer is D: Incorporate a human-in-the-loop (HITL) review process to refine the summaries.. When AI struggles with nuances like sarcasm or satire, human oversight is often the most effective solution. A human-in-the-loop (HITL) process allows human reviewers to check, correct, and refine AI-generated content before it is published, ensuring accuracy and appropriateness,
Question
A social media platform uses a generative AI model to automatically generate summaries of user- submitted posts to provide quick overviews for other users. While the summaries are generally accurate for factual posts, the model occasionally misinterprets sarcasm, satire, or nuanced opinions, leading to summaries that misrepresent the original intent and potentially cause misunderstandings or offense among users. What should the platform do to overcome this limitation of the AI-generated summaries?
Options
- AImplement stricter safety settings to filter out potentially misinterpreted content altogether.
- BIncrease the temperature parameter of the model to encourage more varied and less literal
- CDecrease the output length of the summaries to make them more concise.
- DIncorporate a human-in-the-loop (HITL) review process to refine the summaries.
Explanation
When AI struggles with nuances like sarcasm or satire, human oversight is often the most effective solution. A human-in-the-loop (HITL) process allows human reviewers to check, correct, and refine AI-generated content before it is published, ensuring accuracy and appropriateness, especially for sensitive or complex language.
Topics
Community Discussion
No community discussion yet for this question.