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Echoes in the Algorithm: Analyzing the Fidelity of User Preferences Against Realized Platform Reach
Emelia Hughes, Tim Weninger
What does popular content look like when platforms withhold the usual cues? On TikTok, users still form impressions about which videos are taking off even when likes and view count…
Ephemeral Feeds and Enduring Rituals: RushTok and the Formation of Event-Based Algorithmic Communities
Emelia Hughes, Tim Weninger
Each August, TikTok's For You page turns the University of Alabama's sorority recruitment into RushTok. We examine RushTok as an event-based algorithmic community: a collective ass…
Deception and Communication in Autonomous Multi-Agent Systems: An Experimental Study with Among Us
Maria Milkowski, Tim Weninger
As large language models are deployed as autonomous agents, their capacity for strategic deception raises core questions for coordination, reliability, and safety in multi-goal, mu…
Evaluating LLMs as Human Surrogates in Controlled Experiments
Adnan Hoq, Tim Weninger
Large language models (LLMs) are increasingly used to simulate human responses in behavioral research, yet it remains unclear when LLM-generated data support the same experimental…