Nature and Origin of Biases in AI |
Biases emerge from historical data
reflecting past prejudices. |
Buolamwini & Gebru, 2018 |
Ethical Dilemmas from AI Decision-making |
Challenges in ensuring
fairness and accountability in AI decisions. |
Rahwan et al.,
2019 |
Regulatory Challenges and Proposals |
Rapid AI advancements outpacing
regulatory frameworks; need for responsible AI use policies. |
Brundage
et al., 2018 |
Industry’s Responses to Ethical Concerns |
Companies investing in
Ethical AI divisions and developing fairness and transparency
guidelines. |
Google ”AI Principles”, Russell, Dewey, & Tegmark,
2015 |