FenderStratocaster @ FenderStratocaster @lemmy.world

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Joined

2 wk. ago

I pay for my hobbies. A lot of money.

That's not evidence of anything though.

The guy paid for a down payment on a house with a hobby. That's cool. I'm jealous.

I'm ignorant. Have micro plastics been proven to be harmful?

Hate it? Yes. Respect people who use it? No.

Keeping bots and AI-generated content off Lemmy (an open-source, federated social media platform) can be a challenge, but here are some effective strategies:

1. Enable CAPTCHA Verification: Require users to solve CAPTCHAs during account creation and posting. This helps filter out basic bots.
2. User Verification: Consider account age or karma-based posting restrictions. New users could be limited until they engage authentically.
3. Moderation Tools: Use Lemmy’s moderation features to block and report suspicious users. Regularly update blocklists.
4. Rate Limiting & Throttling: Limit post and comment frequency for new or unverified users. This makes spammy behavior harder.
5. AI Detection Tools: Implement tools that analyze post content for AI-generated patterns. Some models can flag or reject obvious bot posts.
6. Community Guidelines & Reporting: Establish clear rules against AI spam and encourage users to report suspicious content.
7. Manual Approvals: For smaller communities, manually approving new members or first posts can be effective.
8. Federation Controls: Choose which instances to federate with. Blocking or limiting interactions with known spammy instances helps.
9. Machine Learning Models: Deploy spam-detection models that can analyze behavior and content patterns over time.
10. Regular Audits: Periodically review community activity for trends and emerging threats.

Do you run a Lemmy instance, or are you just looking to keep your community clean from AI-generated spam?