Practicing bystander intervention in an LLM multi-agent simulation helps young adults speak up publicly against cyberbullying only after three specific attention shifts from inattention and self-focus to audience awareness and norm-setting.
Beyond the five-user assumption: Benefits of increased sample sizes in usability testing.Behavior Research Methods, Instruments, & Computers, 35:379–383, 2003
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Attention: What Prevents Young Adults from Speaking Up Against Cyberbullying in an LLM-Powered Social Media Simulation
Practicing bystander intervention in an LLM multi-agent simulation helps young adults speak up publicly against cyberbullying only after three specific attention shifts from inattention and self-focus to audience awareness and norm-setting.