Black box algorithms and the rights of individuals: no easy solution to the “explainability” problem
Jarek Gryz, Marcin Rojszczak · Internet Policy Review · 2021
The design of modern machine learning systems should take into account not only their effectiveness in solving a given problem, but also their impact on the rights of individuals. Implementing this goal may involve applying technical solutions proven in the IT industry, such as event logs or certification frameworks.