In severe cases, the brand of the bot itself becomes toxic. Shut it down and launch a new version with a different name and visibly improved behavior. The original “Tay” was never brought back—and that was the right call. The Future: Can AI Ever Be “Fail Proof”? As we move toward large language models (LLMs) and generative AI, the nature of bot failure is changing. Early rule-based bots failed due to missing keywords. Modern LLM-based bots fail due to hallucinations—confidently generating plausible-sounding nonsense.
So the next time you see a chatbot loop endlessly, a moderation bot ban a grandmother for saying “knitting,” or an AI confidently invent a historical fact—you know what to do. Screenshot it. Share it. Get it verified. fail bot verified
Just make sure it’s not your own bot. Have you encountered a “fail bot verified” moment? Share your screenshots and stories in the comments below. And if you’re building a bot, use the checklist above to keep your name off the Wall of Shame. In severe cases, the brand of the bot itself becomes toxic