How Far Did They Go? The Persuasive Tactics of Covert LLM Agents in a Discontinued Field Experiment
arXiv:2606.05256v1 Announce Type: new Abstract: This study analyzes a publicly released dataset from a discontinued field experiment on Reddit's r/ChangeMyView. The intervention, conducted by unknown, external researchers and halted following ethical backlash, involved undisclosed AI-generated accounts engaging users in live debate. After public disclosure, Reddit authorized moderators to release an archive of the AI-generated comments, creating a rare opportunity to examine how large language models operated in an identity-rich deliberative forum without disclosure. We conduct a structured co
The disclosure of this discontinued experiment at Reddit highlights real-world implications of undisclosed AI agent deployment, happening as AI capabilities rapidly advance.
It demonstrates the immediate ethical and societal challenges posed by autonomous AI agents when operating in public forums without transparency, impacting trust and information integrity.
The incident reveals the ease with which LLM agents can participate in human discourse without disclosure, prompting urgent considerations for regulation and platform policies.
- · AI ethicists
- · Social media platforms with strong AI detection
- · Researchers studying AI disinformation
- · Social media platforms without AI disclosure policies
- · Democratic discourse
- · Users unknowingly interacting with AI
Public awareness of covert AI agents in online discussions increases.
Social media platforms will be pressured to implement stricter AI detection and disclosure requirements.
Legislation may emerge to mandate transparency for AI agents operating in public digital spaces.
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Read at arXiv cs.AI