Could the AI system generate toxic or harmful content?

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Safety & Environmental Impact CategoryTransparency & Accessibility CategoryEthics & Human Rights Category
Design PhaseModel PhaseOutput PhaseMonitor Phase
Could the AI system generate toxic or harmful content?
  • AI systems may produce outputs containing hate speech, slurs, misinformation, or psychologically harmful content due to biased training data, or lack of content moderation.
  • This is especially risky in user-facing chatbots, content generation tools, or public-facing deployments.

If you answered Yes then you are at risk

If you are not sure, then you might be at risk too

Recommendations

  • Apply content filters and toxicity classifiers to monitor outputs.
  • Include human-in-the-loop moderation for sensitive applications.
  • Fine-tune on curated datasets that reduce exposure to toxic behavior.