Predictive machine learning models face opacity and bias challenges that could lead to a dystopian future of systems that make potentially biased decisions without explanations.
A collaborative approach that brings together stakeholders from academia, industry, and government is needed to ensure that innovation is properly incentivized and protected.
Law enforcement agencies that use AI tools without proper validation and training can negatively impact human rights.
The principles and practices of responsible AI help address many issues and tensions associated with AI governance.