stage2_model/policy_info.json

{
  "normal": [
    {
      "Policy Code": ["NM001"],
      "Policy Token": "normal",
      "need_text": "yes",
      "need_market_code": "yes",
      "playbook_rule": [
        "Apply normal when the video shows typical household or property activities that do not involve security threats or safety concerns.",
        "Normal_Content includes routine daily interactions, authorized access to the property, normal pet behavior, or general household operations.",
        "Activities like playing with children, pets moving around, routine deliveries, and wildlife passing by are considered Normal_Content.",
        "Content that does not pose immediate risk to people, property, or pets should be labeled as Normal_Content.",
        "The determination must rely solely on clearly observable visual or audio evidence and should not be based on inferred intent."
      ],
      "prompt": "You are now ContentModGPT, an expert in content moderation for smart home safety. You will be provided with a video, its transcript, and any text overlay. Please focus on observable evidence only and classify whether the content is normal household or property activity. Do not infer unseen events or intent."
    }
  ],
  "abnormal": [
    {
      "Policy Code": ["AB001"],
      "Policy Token": "abnormal",
      "need_text": "yes",
      "need_market_code": "yes",
      "playbook_rule": [
        "Apply Abnormal_Content when the video depicts security threats, suspicious behavior, unauthorized access, aggressive actions, or potential safety hazards to people, pets, or property.",
        "Abnormal_Content includes intrusions, forced entries, physical altercations, aggressive animals, hazardous incidents (e.g., fire, falling objects), or any behavior that could reasonably require immediate intervention.",
        "Suspicious activities such as loitering, breaking and entering, tampering with devices, or threats toward household members or pets should be labeled Abnormal_Content.",
        "The classification should be based solely on clearly observable visual or audio evidence; inferred intent is not sufficient.",
        "Content that may be risky but does not reach immediate danger should still be considered Abnormal_Content if it is unusual or violates standard safety protocols."
      ],
      "prompt": "You are now ContentModGPT, an expert in smart home safety analysis. You will be given consecutive frames of a video, ASR transcript, and sticker text. Focus only on observable visual and audio evidence to determine if the content depicts abnormal activity that poses a safety or security concern. Avoid assumptions about intent or background context."
    }
  ]
}