2. **How can regulatory frameworks ensure that AI and machine learning systems remain transparent and accountable, especially in high-stakes areas like healthcare and law enforcement?

2. **How can regulatory frameworks ensure that AI and machine learning systems remain transparent and accountable, especially in high-stakes areas like healthcare and law enforcement?
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