Varieties of transparency: exploring agency within AI systems

AI systems play an increasingly important role in shaping and regulating the lives of millions human beings across world. Calls for greater transparency from such have been widespread. However, there is considerable ambiguity concerning what "transparency" actually means, therefore, might entail. While, according to some debates, requires seeing through artefact or device, widespread calls imply into different aspects systems. These two notions are apparent tension with each other, they present lively but largely disconnected debates. In this paper, we aim further analyse these entail, so doing, clarify sorts that should want We do by offering a taxonomy classifies transparency. After careful exploration varieties transparency, show how can help us navigate various domains human-technology interactions, more usefully discuss relationship between technological agency. conclude arguing all be taken account when designing ethically adequate