RushTok is examined as an event-based algorithmic community: a collective assembled around a bounded offline ritual and sustained by recommendation that outlines implications for platform governance, including time-bounded context, graduated visibility, and aftercare.
Abstract
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 assembled around a bounded offline ritual and sustained by recommendation. Using a mixed-methods survey (n=71) and a reflexive account of creator outreach, we ask who participates, how, and with what stakes. Findings show an ambiguous and entertainment based throughline; many called it a community (51/71) but few claimed membership (11/71). Affiliation centered on creators rather than shared practices, with parasocial attention clustering around a small set of potential new members (PNMs) and returning figures. Higher content exposure tracked with self-identification as a community member; those members commented, followed creators, and engaged across videos. Attempts to interview creators were met with silence or refusals, reflecting community boundary-work despite viral visibility. We outline implications for platform governance, including time-bounded context, graduated visibility, and aftercare.
The COVID-19 pandemic substantially disrupted funeral practices across the world, as public health restrictions limited gatherings and altered how funerals and mourning practices could take place. This study serves as a retrospective account of funeral-related discourse on Twitter, now X, during the first year of the p...
Meiko Makita, G. Caswell, Amalia Mas-Bleda· Death Studies· 0 citations
This study examines why rich, personal and ephemeral social-media content can initially enhance but later undermine employment suitability during cybervetting.
Two complementary studies are employed. Study 1 uses a staggered event-study design with NLP-derived content indices to trace shifts in suitability a...
Nghia Cao Ngo, Duy Phan Khanh, Thi Diem Em Nguyen· Employee Relations: The Inte...· 0 citations
Fringe online message boards are often studied in the context of the extreme ideology that they produce. So far, however, not much of this research has focused on direct real-world harm in the all-too-common form of collective harassment. We directly analyze the complex dynamics of KiwiFarms, an online message board de...
The present study examines the patterns of algorithmic amplification on social media space to deceive public
opinions and preferences, known as political astroturfing—a process practiced by political parties, non-state actors and
interest groups that fake grassroots support for and against a particular cause, in realit...
S. S.· International Journal of Inn...· 0 citations
This introduction provides an overview of the fifteen papers accepted to the Communication, Digital Conversation, and Media Technologies minitrack of HICSS 2026, and charts how platforms, publics, and producers co-create contemporary communication.
Seth C. Lewis, Gina M. Masullo, Y. Kalman· 0 citations
On online dating platforms, where first impressions are crucial for successful matches, users often highlight their positive qualities while mitigating self-praise to avoid appearing arrogant. This study compares the use of impersonality as a mitigation strategy in self-praise among Chinese and Spanish Tinder users...
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
MIT News · Artificial Intelligence· news.mit.eduOct 23, 2026
During the School of Humanities, Arts, and Social Sciences’ 75th Anniversary Symposium, President Sally Kornbluth said “MIT has never needed your particular insight and guidance more than we do now.”
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