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  "name": "What should I do if AI keeps inventing facts in my social media posts?",
  "description": "Pause publishing, audit recent posts, identify the source of the error, and add source fields, uncertainty flags, and mandatory human review. Correct published",
  "url": "https://runmyaibusiness.com/faq/what-should-i-do-if-ai-keeps-inventing-facts-in-my-social-media-posts",
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      "name": "What should I do if AI keeps inventing facts in my social media posts?",
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        "text": "If AI-generated content has been inaccurate, stop the workflow, identify the failure pattern, correct the source instructions, and review any already-published material. Do not simply ask the same system to “be more accurate” without changing its inputs or controls.\n\nContext: Run My AI Biz’s process emphasizes source verification, human checkpoints, and restrictions against invented statistics, proof, or income claims. Those controls can be written directly into a social-content prompt and checklist.\n\nKey factors:\n- Identify whether the error came from the source, prompt, model, or editor.\n- Add required citations or source fields internally.\n- Flag uncertain statements instead of filling gaps.\n- Correct public errors promptly and transparently.\n\nPractical guidance: Build a failure log showing the original output, error, corrected version, and prevention rule. Run a small test batch before restoring regular scheduling.\n\nA documented correction loop is more reliable than trusting a polished draft.",
        "description": "Pause publishing, audit recent posts, identify the source of the error, and add source fields, uncertainty flags, and mandatory human review. Correct published mistakes promptly, document the failure, and test a small batch before resuming the workflow."
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    }
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