Taxonomy

Reputational harm

Taxonomy/Risks & Mitigation

Reputational harm

Reputational harm

The risk that the AI system damages the reputation of individuals, groups, or organizations through misidentification, false categorization, or stigmatizing labels. This includes risks of inaccurate face recognition, defamatory generated content, and unfair public scoring that follow people across contexts. Mitigations may include accuracy thresholds before public-facing labels are applied, human review of high-impact identifications, takedown procedures, and clear rights to correction.

  • Description of Risks & Mitigations

Playground

Try the element with your own values, contexts, and color modes.

Style

Raw JSON

Live API response from GET /schemas/ai@2026-05-06-beta/elements/reputational_harm.

element "reputational_harm"37 lines
{
  "id": "reputational_harm",
  "category_id": "risks_mitigation",
  "title": [
    {
      "locale": "en",
      "value": "Reputational harm"
    }
  ],
  "description": [
    {
      "locale": "en",
      "value": "The risk that the AI system damages the reputation of individuals, groups, or organizations through misidentification, false categorization, or stigmatizing labels. This includes risks of inaccurate face recognition, defamatory generated content, and unfair public scoring that follow people across contexts. Mitigations may include accuracy thresholds before public-facing labels are applied, human review of high-impact identifications, takedown procedures, and clear rights to correction."
    }
  ],
  "authoring_guidance": [],
  "examples": [],
  "sources": [],
  "symbol_id": "risks_reputational",
  "variables": [
    {
      "id": "mitigation",
      "label": [
        {
          "locale": "en",
          "value": "Description of Risks & Mitigations"
        }
      ],
      "required": true
    }
  ],
  "shape": "octagon",
  "icon_variants": [
    "default",
    "dark"
  ]
}