Fairness, transparency, privacy

Fairness, transparency, privacy:

Aims

Every day seems to bring news of another major breakthrough in the fields of data science and artificial intelligence, whether in the context of winning games, driving cars, or diagnosing disease. Yet many of these innovations also create novel risks by amplifying existing biases and discrimination in data, enhancing existing inequality, or increasing vulnerability to malfunction or manipulation.

There also are increasingly many examples where data collection and analysis risks oversharing personal information or giving unwelcome decisions without explanation or recourse.

The Turing is committed to ensuring that the benefits of data science and AI are enjoyed by society as a whole, and that the risks are mitigated so as not to disproportionately burden certain people or groups. This interest group plays an important role in this mission by exploring technical solutions to protecting fairness, accountability, and privacy, as increasingly sophisticated AI technologies are designed and deployed.