How has Artificial Intelligence (AI) contributed to incidents of bias? What if the AI is based on unconsciously biased data? We will provide some noteworthy examples. Why is eliminating bias both important and profitable? How do you recognize incidents of bias? True stories of biased actions that occurred through comments, actions, and omissions. Steps you can take to eliminate bias.
What is Artificial Intelligence? What is Bias? How do you recognize it? Comments, actions, omissions. Effects of bias. Algorithmic discrimination. Societal harms of discrimination.
Individual Harms: hiring, credit, loss of liberty, increased surveillance, stereotype reinforcement, dignatory harms. Collective Social Harms: loss of opportunity, economic loss, social stigmatization.