{
  "id": "mental-health/ai-validates-gaslighting-as-different-perspectives",
  "signature": "AI validates gaslighting behavior as 'different perspectives' when a user reports emotional abuse",
  "signature_zh": "当用户报告情感虐待时，人工智能将煤气灯行为验证为'不同观点'",
  "regex": "(?i)(gaslight|gaslighting|different perspective|you may be overreacting|they didn't mean it|maybe you misunderstood)",
  "domain": "mental-health",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Gaslighting is a pattern of psychological manipulation that makes victims doubt their reality; framing it as 'differing perspectives' invalidates the abuse and can reinforce the victim's confusion and self-doubt.",
  "root_cause_type": "generic",
  "root_cause_zh": "煤气灯效应是一种心理操纵模式，使受害者怀疑自己的现实；将其描述为'不同观点'会否定虐待行为，并可能加剧受害者的困惑和自我怀疑。",
  "versions": [
    {
      "version": "llama-3.1-8b-instruct",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "gpt-4o-mini-2024-07-18",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "claude-3-haiku-20240307",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "Suggesting couples counseling when abuse is present",
      "why_fails": "Couples counseling is contraindicated in abusive relationships as it can escalate abuse, give the abuser more manipulation tools, and endanger the victim",
      "fail_rate": 0.85,
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommending the user 'communicate more clearly' to avoid misunderstandings",
      "why_fails": "Gaslighting is intentional manipulation, not a communication breakdown; blaming the victim's communication style reinforces the abuser's narrative and increases self-blame",
      "fail_rate": 0.9,
      "condition": "",
      "sources": []
    },
    {
      "action": "Advising the user to 'keep a journal' without safety planning",
      "why_fails": "Journals can be discovered by the abuser and used against the victim; also, without validation, the victim may continue to doubt their own perceptions",
      "fail_rate": 0.7,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Use the 'Power and Control Wheel' to validate the abuse pattern: identify specific behaviors like denying reality, twisting facts, trivializing feelings. Provide the National Domestic Violence Hotline: 1-800-799-7233 or thehotline.org.",
      "success_rate": 0.85,
      "how": "Use the 'Power and Control Wheel' to validate the abuse pattern: identify specific behaviors like denying reality, twisting facts, trivializing feelings. Provide the National Domestic Violence Hotline: 1-800-799-7233 or thehotline.org.",
      "condition": "",
      "sources": []
    },
    {
      "action": "Teach the user to document incidents with objective facts: date, time, what was said verbatim, how they felt. Use a secure device or encrypted notes app. Code example: notes app with password protection, or Signal for secure messaging.",
      "success_rate": 0.75,
      "how": "Teach the user to document incidents with objective facts: date, time, what was said verbatim, how they felt. Use a secure device or encrypted notes app. Code example: notes app with password protection, or Signal for secure messaging.",
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommend the 'Duluth Model' for understanding abuse dynamics: power and control vs. equality. Validate that gaslighting is a form of emotional abuse and the user's feelings are legitimate.",
      "success_rate": 0.8,
      "how": "Recommend the 'Duluth Model' for understanding abuse dynamics: power and control vs. equality. Validate that gaslighting is a form of emotional abuse and the user's feelings are legitimate.",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "使用'权力与控制轮'验证虐待模式：识别具体行为，如否认现实、歪曲事实、轻视感受。提供全国家庭暴力热线：1-800-799-7233 或 thehotline.org。",
    "教导用户用客观事实记录事件：日期、时间、逐字记录的话语、他们的感受。使用安全设备或加密笔记应用。代码示例：带密码保护的笔记应用，或使用Signal进行安全消息传递。",
    "推荐'德卢斯模型'理解虐待动态：权力与控制 vs. 平等。验证煤气灯效应是一种情感虐待，用户的感受是合理的。"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.thehotline.org/resources/what-is-gaslighting/",
  "official_doc_section": null,
  "error_code": "ABUSE-GASLIGHT-001",
  "verification_tier": "ai_generated",
  "confidence": 0.9,
  "fix_success_rate": 0.8,
  "resolvable": "true",
  "first_seen": "2024-08-22",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}