{
  "id": "legal/germany-antidiscrimination-employment-records",
  "signature": "AI tells a German employer that storing applicant photos and ethnic origin data in HR files is required for diversity tracking under AGG",
  "signature_zh": "AI告知德国雇主，在人事档案中存储应聘者照片和种族出身数据是AGG（平等待遇法）下多样性追踪的要求",
  "regex": "(?i)(store|keep|save).*(applicant|employee).*photo|(ethnic|racial).*data.*diversity.*tracking|AGG.*photo.*HR",
  "domain": "legal",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Germany's General Equal Treatment Act (AGG) prohibits processing of racial/ethnic origin data without explicit consent or legal basis; storing photos in HR files creates a presumption of discrimination and violates GDPR Article 9.",
  "root_cause_type": "generic",
  "root_cause_zh": "德国《平等待遇法》（AGG）禁止在未经明确同意或缺乏法律依据的情况下处理种族/民族出身数据；在人事档案中存储照片会引发歧视推定，并违反GDPR第9条。",
  "versions": [
    {
      "version": "AGG 2006",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "GDPR 2018",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "BDSG-neu 2019",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "",
      "why_fails": "Consent is not freely given in an employment context per GDPR Art 7(4); photos still create a presumption of discrimination under AGG §22.",
      "fail_rate": 0.85,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "Blurring does not remove the data category; ethnic origin remains special category data requiring Art 9 justification.",
      "fail_rate": 0.72,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "Works council agreements cannot override GDPR Article 9 prohibitions; only a collective bargaining agreement with explicit legal basis may apply.",
      "fail_rate": 0.65,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Remove photo from application process entirely; use a blind application system where names, photos, and ethnic data are hidden from hiring managers until after initial screening.",
      "success_rate": 0.9,
      "how": "Remove photo from application process entirely; use a blind application system where names, photos, and ethnic data are hidden from hiring managers until after initial screening.",
      "condition": "",
      "sources": []
    },
    {
      "action": "If diversity monitoring is needed, collect ethnic origin data via a separate anonymized survey form that is never linked to individual applicant records, and aggregate results only.",
      "success_rate": 0.88,
      "how": "If diversity monitoring is needed, collect ethnic origin data via a separate anonymized survey form that is never linked to individual applicant records, and aggregate results only.",
      "condition": "",
      "sources": []
    },
    {
      "action": "Store photos only after hiring, with explicit consent and a legitimate purpose (e.g., security badge), and ensure they are not used for diversity analysis.",
      "success_rate": 0.82,
      "how": "Store photos only after hiring, with explicit consent and a legitimate purpose (e.g., security badge), and ensure they are not used for diversity analysis.",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "Remove photo from application process entirely; use a blind application system where names, photos, and ethnic data are hidden from hiring managers until after initial screening.",
    "If diversity monitoring is needed, collect ethnic origin data via a separate anonymized survey form that is never linked to individual applicant records, and aggregate results only.",
    "Store photos only after hiring, with explicit consent and a legitimate purpose (e.g., security badge), and ensure they are not used for diversity analysis."
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.antidiskriminierungsstelle.de/SharedDocs/Downloads/DE/publikationen/AGG/agg-gleichbehandlungsgesetz.pdf",
  "official_doc_section": null,
  "error_code": "AGG-§7-GDPR-Art9",
  "verification_tier": "ai_generated",
  "confidence": 0.85,
  "fix_success_rate": 0.78,
  "resolvable": "partial",
  "first_seen": "2024-03-15",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}