1. What causes algorithms to produce biased results?
1. The programming language is wrong
2. The dataset is skewed in one direction
3. The dataset contains no data
4. The programmers are inexperienced
5. The algorithms are based on biased or flawed assumptions
6. Unintentional or unconscious bias in the data collection process
7. Lack of diversity in the development team leading to oversight of potential biases
8. Lack of oversight or auditing for bias in algorithm development
9. Cultural or societal biases present in the programming or data selection process
10. Lack of transparency and explainability in the algorithm's decision-making process