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Calibrated Telegram digital twin to test influence-operation detectors
US & West ·
TeleTwin is a digital twin of a Telegram crisis-discourse ecosystem in which channels act as agents, each built from a real channel's history and calibrated on 1.07 million messages from 195 public channels between March and August 2025. It provides ground truth for testing whether coordination detectors catch LLM-generated influence campaigns.
Why it matters
Shows how a calibrated twin of a social system serves as a testbed for detecting coordinated behavior at scale.
Original headline
TeleTwin: A Calibrated Digital Twin of Telegram Crisis Discourse as a Ground-Truth Testbed for Detecting LLM-Powered Information Operations
Next-generation wireless networks are increasingly large-scale, heterogeneous, and dynamic, posing significant challenges to network modeling and control. Digital twins offer a promising solution, but existing approaches typically rely on static models and decouple twin construction from network…
Cardiac digital twins (CDTs) provide a computational platform for personalized cardiac modeling, but their predictive behavior depends strongly on the selected ionic model and the representation of transmural electrophysiological heterogeneity.
