Your team has developed an AI model for hiring, but upon review, you discover that it may be inadvertently favoring candidates of a particular gender. What steps would you take to rectify this, ensuring fairness and compliance with ethical guidelines?
- Exclude gender-related features from the model.
- Increase the weightage of gender as a feature to ensure fairness.
- Conduct a new hiring process manually to rectify the issue.
- Retrain the model on a balanced dataset and monitor results.
To rectify gender bias in AI hiring models, retraining the model on a balanced dataset is essential. This helps the model make fair decisions and ensures compliance with ethical guidelines.
Which of the following countries is not recognized as a major player in global AI developments?
- China
- France
- Germany
- United States
While the United States, China, and France are major players in global AI development, Germany also has a significant presence and contributions to AI research and development. It should not be considered as not recognized.