Why AI Treats Women and Men differently and what to do about it
Is Artificial Intelligence inherently sexist? Or are we building AI with the biases we are still struggling to root out of our human interactions? And is a lack of diversity in the innovation process translating into the technology? AI is built and maintained by data, and if the data collected only represents the view of one type of individual or overly weights the importance of this information then the decisions AI makes will reinforce this inequality.
Optimizing Privacy with Synthetic Data with Alexandra Ebert
In this conversation, Alexandra has discussed the importance of communication skills for data professionals, what synthetic data is and how it can assist in privacy and fairness, and wrap up by discussing the importance of open data for research, education, and policy.
This episode is great for data leaders looking to increase the privacy practice of their data teams, and provides practitioners and consumers with insights on the current state of Ethical AI.
MOSTLY AI pioneered the creation of synthetic data for AI model development and software testing. With this space moving so quickly, here are four trends that we expect to happen in AI and synthetic data in 2022.