Strategic Behavior and AI Training Data

arXiv:2404.18445v1 Announce Type: cross
Abstract: Human-created works represent critical data inputs to artificial intelligence (AI). Strategic behavior can play a major role for AI training datasets, be it in limiting access to existing works or in deciding which types of new works to create or whether to create new works at all. We examine creators' behavioral change when their works become training data for AI. Specifically, we focus on contributors on Unsplash, a popular stock image platform with about 6 …

abstract access ai training ai training data artificial artificial intelligence arxiv behavior create cs.ai cs.lg data datasets econ.gn human inputs intelligence major q-fin.ec role training training data training datasets type types