to prioritise occupants over pedestrians • German Ministry of Transportation - car should choose personal safety over property damage - car never distinguishes between humans based on categories such as age or race - if a human removes hands off steering wheel, car’s manufacturer is liable when there is a collision HSE-Skolkovo Institute for Law and Development
perform actions, which maximize their chances of success in attaining certain aims Problems for law: 1. predictability, which is critical to modern legal approaches 2. ability to be the cause for an event (to act independently), but not to be liable HSE-Skolkovo Institute for Law and Development
(if any) have the right to understand how the algorithm takes decisions? • In case a specific set of principles is agreed upon, should public authorities be able to check compliance by inspecting algorithms? • Should insurance companies be enabled to audit and inspect algorithms to set their premiums? • Will there be (blockchain-enabled) black boxes that allow us to understand what happened in more detail? HSE-Skolkovo Institute for Law and Development
biased - exposure in terms of liabilities - tort law bases damage compensation on foregone earnings • Efficiency/privacy trade-off - algorithms cannot be neutral - the more they discriminate, the more they are efficient - would people trade off privacy in exchange for accuracy? Examples: • Google’s algorithm • PredPol • Algorithms in judiciary HSE-Skolkovo Institute for Law and Development
tortfeasors from liability • Strict liability of developers? - we don’t know what we will know - difficult to establish causation, even without having to prove negligence - key problems: distributed responsibility and clash of algorithms - process-based or outcome-based? • Interaction between algorithms: joint and several liability? HSE-Skolkovo Institute for Law and Development
autonomous agents (in terms of liability): • intention • freedom of will Solution: intention and freedom of will must be understood as what we attribute to each other rather than things in reality HSE-Skolkovo Institute for Law and Development