The Collective Turing Test: Large Language Models Can Generate Realistic Multi-User Discussions

Name: The Collective Turing Test: Large Language Models Can Generate Realistic Multi-User Discussions
Uploaded: 2026-10-03T06:43:15.894549+00:00
Duration: 303 s
Description: Researchers tested if Large Language Models (LLMs) could create social media conversations realistic enough to fool humans. They compared human Reddit posts with AI-generated replies from GPT-4o and Llama 3 70B. While LLMs succeeded in fooling participants 39% of the time, they lacked emotional nuance and slang, suggesting current models need better prompting for truly authentic simulation.

Researchers tested if Large Language Models (LLMs) could create social media conversations realistic enough to fool humans. They compared human Reddit posts with AI-generated replies from GPT-4o and Llama 3 70B. While LLMs succeeded in fooling participants 39% of the time, they lacked emotional nuance and slang, suggesting current models need better prompting for truly authentic simulation.

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