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Cake day: March 19th, 2025

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  • 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?

















  • FenderStratocaster@lemmy.worldOPtoAsk Lemmy@lemmy.worldHow bad did I fuck up?
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    1 day ago

    Let me tell you why I’m so lucky. In early 2013 I bought a 1946 Bungalow at 1400 sq with no basement for around $50k on a 15 year loan. I paid it off. Last year, my father-in-law died and left his house to his only daughter, my wife. It had an outstanding mortgage of $60,000 left on it. It’s a 2100 sq ft colonial with attached garage and basement. I sold my house for over $200k and moved into my wife’s childhood home. We paid off the remaining loan.

    I am fortunate and got lucky on the housing market. I make [redacted] (slightly above national average )a year. My wife took the year off, but is a teacher. We are NOT rich, but very lucky. I live near Detroit, where the cost of living is lower and that helps too.