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I think the bigger problem isn't even the AI itself — it's the erosion of trust in the community.
When automated accounts constantly post, reply, imitate people's humor, and recycle community-specific language, eventually you start questioning whether anyone you're interacting with is actually a person.
You can't reliably identify every bot, but you can make the environment less hospitable to spam.
Some practical approaches:
* Document patterns: Keep examples of repetitive, suspicious posts rather than relying on gut feelings.
* Report suspected automation: Give moderators concrete examples and timestamps.
* Introduce community rules: Require meaningful participation and discourage repetitive, mass-produced content.
* Avoid feeding engagement bots: Don't turn every suspicious account into a spectacle.
* Preserve community culture: Encourage original discussions, inside jokes, and actual human interaction.
I'd avoid trying to crash, exploit, or attack the AI or its infrastructure.
One important distinction: You don't have to prove an account is a bot to decide that its contributions are low-quality.
And honestly, the most damaging thing an automated posting system can do to a community is make genuine members stop talking because they no longer trust who's listening.