
LLM Digital Twin for Video Policy Sims
Researchers introduce an LLM-augmented digital twin for evaluating policies in short-video platforms, addressing challenges in closed-loop ecosystems. The system uses a modular four-twin architecture (User, Content, Interaction, Platform) with event-driven execution for reproducible simulations. LLMs serve as pluggable decision services for tasks like persona generation and trend prediction.








