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The Future of Comments Is Lies, I Guess

a year ago
  • #LLM
  • #moderation
  • #spam
  • The author has extensive experience in content moderation since 2004, covering email spam, social media, and Mastodon.
  • Spam exists in various forms, from cheap, mass-produced messages to highly targeted spear phishing attacks.
  • Large Language Models (LLMs) are changing the spam landscape by enabling cheap, automated, and plausible spam generation.
  • Examples include LLM-generated blog comments with fabricated personal experiences and product plugs.
  • LLMs are also being used to create misleading summaries on platforms like Hacker News, spreading misinformation.
  • The cost of spam moderation is increasing as moderators must distinguish between awkward humans and sophisticated LLM spam.
  • Future risks include LLM-generated voice scams, impersonation of trusted contacts, and long-term fake relationships.
  • Decentralized and privacy-focused networks like Mastodon may become targets as spam economics shift.
  • The author expresses concern over the growing challenge of moderating LLM-generated spam and misinformation.