AI Ethics: a challenging task
Presenter: Dr. Ricardo Baeza-Yates, Director of Research, Institute for Experiential AI of Northeastern University (San Jose, CA, United States)
Date: 8 November 2021 at 11:30 CET
Location: University of Alicante, Carretera San Vicente del Raspeig s/n, San Vicente del Raspeig 03690, Alicante ES
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Abstract
In the first part, we cover four current specific challenges: (1) discrimination (e.g., facial recognition, justice, sharing economy, language models); (2) phrenology (e.g., bio-metric based predictions); (3) unfair digital commerce (e.g., exposure and popularity bias); and (4) stupid models (e.g., Signal, minimal adversarial AI).These examples do have a personal bias but set the context for the second part where we address four generic challenges: (1) too many principles (e.g., principles vs. techniques), (2) cultural differences (e.g., Christian vs. Muslim); (3) regulation (e.g., privacy, antitrust) and (4) our cognitive biases. We finish discussing what we can do to address these challenges in the near future.