A Decentralized Approach towards Responsible AI in Social Ecosystems. (arXiv:2102.06362v3 [cs.CY] UPDATED)

For AI technology to fulfill its full promises, we must have effective means
to ensure Responsible AI behavior and curtail potential irresponsible use,
e.g., in areas of privacy protection, human autonomy, robustness, and
prevention of biases and discrimination in automated decision making. Recent
literature in the field has identified serious shortcomings of narrow
technology focused and formalism-oriented research and has proposed an
interdisciplinary approach that brings the social context into the scope of
study. In this paper, we take a …

ai decentralized ecosystems responsible social