Building a digital-footprint-based typology of social agents in social media: A mixed-methods study of behavioral capabilities and information ecosystem roles

Generative large language models (LLMs) are reshaping social agents in ways that challengetraditional human–bot classifications, while existing typologies often rely on difficult-to-observe intentions and provide limited guidance for analyzing public behavioral traces. This study adopts