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How would you handle hallucinations in a generative AI model deployed to users?
- Technical PM
- Top-Interview
- Medium
- 10 min
Focus on identifying the causes of hallucinations in generative AI models, such as data bias or model limitations. Discuss strategies for mitigating these issues, including improving training data quality, implementing user feedback loops, and refining model parameters. Emphasize the importance of user experience and trust, detailing how you would communicate limitations to users and provide mechanisms for reporting inaccuracies. Consider the balance between model performance and user safety, and outline how you would prioritize updates or fixes based on user impact.
What this question tests
- Technical PM
- Structured problem solving
- Communication
- Trade-off reasoning
Practise this question under interview conditions. Answer it out loud against a timer with an AI interviewer that asks follow-ups, then review the scored report.
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