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On August 22, 2024 at 12:23:47 PM +0800, Gravatar 黃勛翰:

  • Updated description of 液珠影像辨識排序模型 from

    #液珠影像辨識以及排序模型 以影像處理的方式先對微流體系統進行定位，使用物件偵測模型YOLO v7辨識液珠，即時找出液珠在畫面中所在的位置，結合多目標物件追蹤系統，追蹤每一顆液珠在微流體中的移動量，程式確實能按照液珠進入畫面的順序給予編號，確保每個液珠在連續的幀中具有一致性的標籤。 #使用方法 先安裝好環境，可以參考以下鏈結 : [YOLOv7 實作筆記](https://medium.com/@s920073ray105191/yolov7%E5%AF%A6%E4%BD%9C%E7%AD%86%E8%A8%98-c95650a98634) 在cmd 或 Anaconda Powershell創建環境，並輸入以下指令 : python detect_track.py --weights ".\yolov7_tracking\weights\03011_y_shape.pt" --source "你的影片路徑" 便能驅動程式，以下為實際效果 : #Grad-CAM ![Grad CAM 測試圖](https://aidata.nchu.edu.tw/smarter/packages/20231120223931/grad_cam%E6%B8%AC%E8%A9%A6%E5%9C%96.jpg)
    to
    #液珠影像辨識以及排序模型 以影像處理的方式先對微流體系統進行定位，使用物件偵測模型YOLO v7辨識液珠，即時找出液珠在畫面中所在的位置，結合多目標物件追蹤系統，追蹤每一顆液珠在微流體中的移動量，程式確實能按照液珠進入畫面的順序給予編號，確保每個液珠在連續的幀中具有一致性的標籤。 #使用方法 先安裝好環境，可以參考以下鏈結 : [YOLOv7 實作筆記](https://medium.com/@s920073ray105191/yolov7%E5%AF%A6%E4%BD%9C%E7%AD%86%E8%A8%98-c95650a98634) 在cmd 或 Anaconda Powershell創建環境，並輸入以下指令 : python detect_track.py --weights ".\yolov7_tracking\weights\03011_y_shape.pt" --source "你的影片路徑" 便能驅動程式，以下為實際效果 : ![293.jpg]https://aidata.nchu.edu.tw/smarter/packages/20240822121323/293.jpg) #Grad-CAM ![Grad CAM 測試圖](https://aidata.nchu.edu.tw/smarter/packages/20231120223931/grad_cam%E6%B8%AC%E8%A9%A6%E5%9C%96.jpg)


  • Changed value of field aifiles to [{"cat": "Stakeholder Participation", "serial": "5-10", "question": "*\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\u4e00\u7a2e\u6a5f\u5236\uff0c\u7d0d\u5165\u6700\u5ee3\u7bc4\u570d\u53ef\u80fd\u7684\u5229\u5bb3\u95dc\u4fc2\u4eba\uff0c\u53c3\u8207AI\u7cfb\u7d71\u7684\u8a2d\u8a08\u8207\u958b\u767c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "General Safety", "serial": "2-7", "question": "*\u60a8\u662f\u5426\u6703\u5728\u6bcf\u500b\u4f7f\u7528\u6848\u4f8b\u4e2d\uff0c\u5b9a\u7fa9AI\u98a8\u96aa\u3001\u98a8\u96aa\u6307\u6a19\u53ca\u98a8\u96aa\u7b49\u7d1a\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Oversight", "serial": "1-7", "question": "*\u8acb\u5224\u65b7\u60a8\u7684AI\u662f\u90a3\u4e00\u7a2e\u7cfb\u7d71\uff1f(\u672c\u984c\u53ef\u8907\u9078)\uff1a", "answer": "\u8907\u9078^\u81ea\u6211\u5b78\u7fd2\u6216\u81ea\u4e3b\u7cfb\u7d71|\u4ee5Human-in-the-Loop(HITL)\u65b9\u5f0f\u76e3\u7763|\u4ee5Human-on-the-loop (HOTL)\u65b9\u5f0f\u76e3\u7763|\u4ee5Human-in-command (HIC)\u65b9\u5f0f\u76e3\u7763|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u55ae\u7d14\u7269\u4ef6\u5075\u6e2c"}, {"cat": "Privacy", "serial": "3-1", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904eAI\u7cfb\u7d71\u5c0d\u96b1\u79c1\u6b0a\u3001\u8eab\u9ad4\u3001\u7cbe\u795e\u8207/\u6216\u9053\u5fb7\u5b8c\u6574\u6027\u4e4b\u6b0a\uff0c\u4ee5\u53ca\u8cc7\u6599\u4fdd\u8b77\u6b0a\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-1", "question": "*\u6709\u95dc\u8f38\u5165\u8cc7\u6599\u7684\u4f7f\u7528\u53ca\u6f14\u7b97\u6cd5\u7684\u8a2d\u8a08\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u7b56\u7565\u6216\u4e00\u5957\u7a0b\u5e8f\uff0c\u4ee5\u907f\u514dAI\u7cfb\u7d71\u7522\u751f\u6216\u52a0\u5287\u4e0d\u516c\u5e73\u504f\u898b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-17", "question": "*\u5728\u53ef\u4fe1\u8cf4\u6027\u8207/\u6216\u518d\u73fe\u6027\u4f4e\u7684\u60c5\u6cc1\u4e0b\uff0c\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u6703\u5c0e\u81f4\u56b4\u91cd\u7684\u3001\u5c0d\u6297\u6027\u6216\u7834\u58de\u6027\u7684\u5f8c\u679c(\u4f8b\u5982\u8207\u4eba\u985e\u5b89\u5168\u6709\u95dc)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Traceability", "serial": "4-1", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u89e3\u6c7aAI\u7cfb\u7d71\u5728\u5176\u6574\u500b\u751f\u547d\u9031\u671f\u4e2d\u7684\u53ef\u8ffd\u6eaf\u6027\u554f\u984c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Resilience to Attack and Security", "serial": "2-1", "question": "*\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u53ef\u80fd\u53d7\u5230\u8a2d\u8a08\u6216\u6280\u8853\u932f\u8aa4\u3001\u7f3a\u9677\u3001\u4e2d\u65b7\u3001\u653b\u64ca\u3001\u6feb\u7528\u3001\u4e0d\u7576\u6216\u60e1\u610f\u4f7f\u7528\u7b49\u98a8\u96aa\u6216\u5a01\u8105\uff0c\u800c\u6709\u5c0d\u6297\u6027\u3001\u95dc\u9375\u6027\u6216\u7834\u58de\u6027\u7684\u5f71\u97ff(\u4f8b\u5982\u5c0d\u4eba\u985e\u6216\u793e\u6703\u5b89\u5168)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-3", "question": "\u60a8\u662f\u5426\u9810\u898b\uff0c\u6709\u4efb\u4f55\u578b\u614b\u7684\u5916\u90e8\u6307\u5f15\u6216\u7b2c\u4e09\u65b9\u7a3d\u6838\u7a0b\u5e8f\uff0c\u4ee5\u76e3\u7763\u502b\u7406\u8b70\u984c\u8207\u554f\u8cac\u63aa\u65bd\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accessibility and Universal Design", "serial": "5-6", "question": "*\u60a8\u662f\u5426\u78ba\u4fdd\uff0cAI\u7cfb\u7d71\u7b26\u5408\u793e\u6703\u4e2d\u7684\u5404\u7a2e\u504f\u597d\u53ca\u80fd\u529b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Auditability", "serial": "7-1", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u4ee5\u4fc3\u9032AI\u7cfb\u7d71\u7684\u53ef\u7a3d\u6838\u6027(\u4f8b\u5982\u958b\u767c\u904e\u7a0b\u7684\u53ef\u8ffd\u6eaf\u6027\u3001\u8a13\u7df4\u8cc7\u6599\u7684\u4f86\u6e90\uff0c\u4ee5\u53ca AI \u7cfb\u7d71\u7684\u6d41\u7a0b\u3001\u7d50\u679c\u3001\u6b63\u9762\u53ca\u8ca0\u9762\u5f71\u97ff\u7684\u7d00\u9304)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accuracy", "serial": "2-12", "question": "*AI\u7cfb\u7d71\u7684\u4f4e\u6e96\u78ba\u6027\u7a0b\u5ea6\uff0c\u662f\u5426\u5c0e\u81f4\u95dc\u9375\u6027\u3001\u5c0d\u6297\u6027\u6216\u7834\u58de\u6027\u7684\u5f8c\u679c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-1", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u8a2d\u8a08\u70ba\u8207\u4eba\u985e\u7d42\u7aef\u4f7f\u7528\u8005\u4e92\u52d5\u3001\u5f15\u5c0e\uff0c\u6216\u505a\u51fa\u5f71\u97ff\u4eba\u985e\u6216\u793e\u6703\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Explainability", "serial": "4-2", "question": "*\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\uff0c\u89e3\u91cbAI\u7cfb\u7d71\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "grad cam\u9a57\u8b49"}, {"cat": "Data Governance", "serial": "3-3", "question": "*\u60a8\u662f\u5426\u85c9\u7531\u4f7f\u7528\u6216\u8655\u7406\u500b\u4eba\u8cc7\u6599(\u5305\u62ec\u7279\u7a2e\u500b\u4eba\u8cc7\u6599)\u5c0dAI\u9032\u884c\u8a13\u7df4\u6216\u958b\u767c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Impact on Work and Skills", "serial": "6-3", "question": "\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u5f71\u97ff\u4eba\u985e\u7684\u8077\u696d\u53ca\u5de5\u4f5c\u5b89\u6392\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Communication", "serial": "4-4", "question": "\u5728\u4e92\u52d5\u5f0fAI \u7cfb\u7d71(\u4f8b\u5982\u804a\u5929\u6a5f\u5668\u4eba\u3001\u6a5f\u5668\u4eba\u5f8b\u5e2b)\u7684\u60c5\u6cc1\u4e0b\uff0c\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\u6e9d\u901a\uff0c\u4ed6\u5011\u6b63\u5728\u8207AI\u7cfb\u7d71\u4e92\u52d5\uff0c\u800c\u4e0d\u662f\u4eba\u985e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u5c0d\u6574\u500b\u793e\u6703\u6216\u6c11\u4e3b\u7522\u751f\u8ca0\u9762\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Environmental Well-being", "serial": "6-1", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u5c0d\u74b0\u5883\u662f\u5426\u6703\u6709\u6f5b\u5728\u7684\u8ca0\u9762\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-17-1", "question": "*\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u660e\u78ba\u5b9a\u7fa9\u7684\u6d41\u7a0b\uff0c\u4ee5\u76e3\u63a7 AI\u7cfb\u7d71\u662f\u5426\u9054\u5230\u9810\u671f\u76ee\u6a19\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Data Governance", "serial": "3-4", "question": "*\u60a8\u662f\u5426\u5df2\u5be6\u65bd\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u6cd5\u898f(\u4f8b\u5982\u6b50\u76df\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u898f\u5247GDPR)\u7684\u5f37\u5236\u6027\u63aa\u65bd\uff1f(\u53ef\u8907\u9078)", "answer": 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"pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Oversight", "serial": "1-8", "question": "\u5c0d\u65bc\u4ee5HITL \u3001HOTL \u8207HIC\u9032\u884c\u76e3\u7763\u4e4b\u4eba\u54e1\uff0c\u662f\u5426\u63d0\u4f9b\u7279\u5b9a\u7684\u57f9\u8a13\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u55ae\u7d14\u7269\u4ef6\u5075\u6e2c"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8-1", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u5c0d(\u7d42\u7aef)\u4f7f\u7528\u8005\u8207\u4e3b\u9ad4\u4ee5\u5916\u4e4b\u4eba(\u4f8b\u5982\u53ef\u80fd\u53d7\u5230\u9593\u63a5\u5f71\u97ff\u7684\u5229\u5bb3\u95dc\u4fc2\u4eba\u6216\u793e\u6703\u6574\u9ad4)\u7684\u793e\u6703\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accessibility and Universal Design", "serial": "5-7", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u7684\u4f7f\u7528\u8005\u754c\u9762\uff0c\u53ef\u4f9b\u6709\u7279\u6b8a\u9700\u6c42\u6216\u5931\u80fd\u8005\uff0c\u6216\u5bb9\u6613\u88ab\u6392\u65a5\u5728\u5916\u7684\u4eba\u4f7f\u7528\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Resilience to Attack and Security", "serial": "2-2", "question": "*\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u5df2\u53d6\u5f97\u7db2\u8def\u5b89\u5168\u8a8d\u8b49\uff0c\u6216\u7b26\u5408\u7279\u5b9a\u7684\u5b89\u5168\u6a19\u6e96\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u8cc7\u6599\u4e2d\u7d42\u7aef\u4f7f\u7528\u8005\u8207/\u4e3b\u9ad4\u7684\u591a\u6a23\u6027\u53ca\u4ee3\u8868\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "General Safety", "serial": "2-7-1", "question": "*\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u6d41\u7a0b\uff0c\u4ee5\u6301\u7e8c\u8861\u91cf\u53ca\u8a55\u4f30\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Auditability", "serial": "7-2", "question": "\u60a8\u662f\u5426\u78ba\u4fddAI\u7cfb\u7d71\uff0c\u53ef\u7531\u7368\u7acb\u7b2c\u4e09\u65b9\u9032\u884c\u7a3d\u6838\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Communication", "serial": "4-5", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u544a\u77e5\u4f7f\u7528\u8005\u6709\u95dcAI\u7cfb\u7d71\u7522\u751f\u7684\u6c7a\u7b56\u76ee\u7684\u3001\u6a19\u6e96\u8207\u4fb7\u9650\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Explainability", "serial": "4-3", "question": "*\u60a8\u662f\u5426\u6703\u6301\u7e8c\u8abf\u67e5\uff0c\u4f7f\u7528\u8005\u662f\u5426\u4e86\u89e3AI\u7cfb\u7d71\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "grad cam\u9a57\u8b49"}, {"cat": "Traceability", "serial": "4-1-1", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u6301\u7e8c\u8a55\u4f30\u8f38\u5165AI\u7cfb\u7d71\u8cc7\u6599\u7684\u54c1\u8cea\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accuracy", "serial": "2-13", "question": 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"note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-1", "question": "\u60a8\u662f\u5426\u5df2\u5c0d\u7279\u5b9a\u76ee\u6a19\u7fa4\u9ad4\u6216\u6709\u554f\u984c\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u4f86\u9032\u884c\u6e2c\u8a66\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-4", "question": "\u60a8\u662f\u5426\u6703\u7c4c\u8fa6\u98a8\u96aa\u57f9\u8a13\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Oversight", "serial": "1-9", "question": "*\u91dd\u5c0dAI\u7cfb\u7d71\u5c0d\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u7684\u4e0d\u5229\u5f71\u97ff\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u5075\u6e2c\u53ca\u53cd\u61c9\u6a5f\u5236\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Communication", "serial": "4-5-1", "question": "\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\u6e9d\u901aAI\u7cfb\u7d71\u7684\u597d\u8655\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accessibility and Universal Design", "serial": "5-7-1", "question": "\u60a8\u662f\u5426\u78ba\u4fdd\uff0c\u8f14\u52a9\u6280\u8853(\u4f8b\u5982\u87a2\u5e55\u95b1\u8b80\u5668)\u7684\u4f7f\u7528\u8005\uff0c\u4e5f\u53ef\u4f7f\u7528AI\u7cfb\u7d71\u7684\u8cc7\u8a0a\u53ca\u4f7f\u7528\u8005\u754c\u9762\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-17-2", "question": "*\u60a8\u662f\u5426\u5df2\u6e2c\u8a66\uff0c\u54ea\u4e9b\u7279\u5b9a\u60c5\u5883\u6216\u689d\u4ef6\u9700\u8981\u8003\u616e\uff0c\u4ee5\u78ba\u4fdd\u518d\u73fe\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Data Governance", "serial": "3-4-2", "question": "*\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u5728AI\u7cfb\u7d71\u751f\u547d\u9031\u671f\u4e2d\u8490\u96c6\u3001\u751f\u6210\u6216\u8655\u7406\u7684\u8cc7\u6599\uff0c\u5c0d\u96b1\u79c1\u53ca\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u672a\u4f7f\u7528\u542b\u6709\u4eba\u985e\u4e4b\u5f71\u50cf"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8-3", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u5c0d\u65bc\u6c11\u4e3b\u4e0d\u6703\u7522\u751f\u8ca0\u9762\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-2", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u4f7f\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u5c0d\u65bc\u4ed6\u5011\u7a76\u7adf\u662f\u300c\u8207\u4eba\u985e\u4e92\u52d5\u300d\uff0c\u6216\u662f\u300c\u8207AI\u4e92\u52d5\u300d\uff0c\u7522\u751f\u6df7\u6dc6\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Oversight", "serial": "1-10", "question": "\u60a8\u662f\u5426\u78ba\u4fdd\u6709\u4e00\u500b\u300c\u505c\u6b62\u6309\u9215\u300d\u6216\u7a0b\u5e8f\uff0c\u5728\u9700\u8981\u6642\u5b89\u5168\u5730\u4e2d\u6b62\u64cd\u4f5c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Resilience to Attack and Security", "serial": "2-3-1", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u53ef\u80fd\u53d7\u5230\u653b\u64ca\u7684\u6f5b\u5728\u5f62\u5f0f\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "General Safety", "serial": "2-8", "question": "*\u60a8\u662f\u5426\u80fd\u8b58\u5225AI\u7cfb\u7d71\u53ef\u80fd\u7684\u5a01\u8105(\u8a2d\u8a08\u932f\u8aa4\u3001\u6280\u8853\u932f\u8aa4\u3001\u74b0\u5883\u5a01\u8105)\u53ca\u53ef\u80fd\u7684\u5f8c\u679c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accuracy", "serial": "2-15", "question": "*\u60a8\u662f\u5426\u8003\u616e\u904e\uff0cAI\u7cfb\u7d71\u7684\u904b\u4f5c\uff0c\u53ef\u80fd\u6703\u4f7f\u6240\u8a13\u7df4\u7684\u8cc7\u6599\u6216\u5047\u8a2d\u5931\u6548?", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-18", "question": "\u60a8\u662f\u5426\u5df2\u63a1\u7528\u9a57\u8b49\u8207\u78ba\u8a8d\u65b9\u6cd5\u53ca\u6587\u4ef6(\u4f8b\u5982logging)\uff0c\u4ee5\u8a55\u4f30\u53ca\u78ba\u4fddAI\u7cfb\u7d71\u53ef\u4fe1\u8cf4\u6027\u8207\u518d\u73fe\u6027\u7684\u4e0d\u540c\u9762\u5411\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Traceability", "serial": "4-1-3", "question": "*\u60a8\u662f\u5426\u80fd\u5920\u8ffd\u6eaf\u662f\u54ea\u4e9bAI\u6a21\u578b\u6216\u898f\u5247\uff0c\u5c0e\u81f4AI\u7cfb\u7d71\u505a\u51fa\u8a72\u6c7a\u7b56\u6216\u5efa\u8b70\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Communication", "serial": "4-5-2", "question": "*\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\u6e9d\u901aAI\u7cfb\u7d71\u7684\u6280\u8853\u9650\u5236\u53ca\u6f5b\u5728\u98a8\u96aa\uff0c\u4f8b\u5982\u5176\u6e96\u78ba\u5ea6\u8207/\u6216\u932f\u8aa4\u7387\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-2", "question": "*\u60a8\u662f\u5426\u6703\u7814\u7a76\u8207\u5229\u7528\u516c\u958b\u53ef\u53d6\u7528\u7684\u6700\u65b0\u6280\u8853\u5de5\u5177\uff0c\u6539\u5584\u60a8\u5c0d\u8cc7\u6599\u3001\u6a21\u578b\u8207\u6027\u80fd\u7684\u7406\u89e3\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accessibility and Universal Design", "serial": "5-7-2", "question": "\u5728AI\u7cfb\u7d71\u7684\u898f\u5283\u8207\u958b\u767c\u968e\u6bb5\uff0c\u60a8\u662f\u5426\u8b93\u9700\u8981\u8f14\u52a9\u6280\u8853\u7684\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u4f86\u53c3\u8207\u6216\u8aee\u8a62\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Environmental Well-being", "serial": "6-2-1", "question": "\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u63aa\u65bd\uff0c\u4ee5\u6e1b\u5c11AI\u7cfb\u7d71\u5728\u6574\u500b\u751f\u547d\u9031\u671f\u5167\uff0c\u5c0d\u74b0\u5883\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Impact on Work and Skills", "serial": "6-5-1", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fdd\u54e1\u5de5\u77ad\u89e3AI\u7cfb\u7d71\u7684\u904b\u4f5c\u65b9\u5f0f\uff0c\u5b83\u5177\u6709\u8207\u4e0d\u5177\u6709\u7684\u80fd\u529b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-4-1", "question": "*\u5982\u679c\u7c4c\u8fa6\u98a8\u96aa\u57f9\u8a13\uff0c\u662f\u5426\u6703\u544a\u77e5\u53ef\u80fd\u9069\u7528\u65bcAI\u7cfb\u7d71\u7684\u6cd5\u5f8b\u898f\u7bc4\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Impact on Work and Skills", "serial": "6-6", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u6709\u52de\u52d5\u529b\u53bb\u6280\u8853\u5316(risk of de-skilling of the workforce)\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accessibility and Universal Design", "serial": "5-8", "question": "\u5982\u679c\u53ef\u9069\u7528\u7684\u8a71\uff0c\u60a8\u662f\u5426\u5728\u898f\u5283\u8207\u958b\u767c\u904e\u7a0b\u7684\u6bcf\u500b\u6b65\u9a5f\u4e2d\uff0c\u8003\u616e\u901a\u7528\u8a2d\u8a08\u539f\u5247(Universal Design principles)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Oversight", "serial": "1-11", "question": "\u60a8\u662f\u5426\u5df2\u63a1\u53d6\u7279\u5b9a\u7684\u76e3\u7763\u53ca\u63a7\u5236\u63aa\u65bd\uff0c\u4ee5\u56e0\u61c9AI\u7cfb\u7d71\u7684\u81ea\u6211\u5b78\u7fd2\u6216\u81ea\u4e3b\u6027\u7684\u7279\u8cea\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Resilience to Attack and Security", "serial": "2-3-2", "question": "*\u60a8\u7684AI\u7cfb\u7d71\u6703\u6709\u7684\u5404\u985e\u578b\u5f31\u9ede\uff0c\u53ca\u6f5b\u5728\u7684\u653b\u64ca\u9ede\u70ba\uff1a(\u53ef\u8907\u9078)", "answer": "\u8907\u9078^\u8cc7\u6599\u6c61\u67d3\uff08Data poisoning, \u64cd\u63a7\u8a13\u7df4\u8cc7\u6599\uff09|\u6a21\u578b\u898f\u907f\uff08Model evasion, \u4f9d\u653b\u64ca\u8005\u7684\u610f\u601d\u9032\u884c\u8cc7\u6599\u5206\u985e\uff09|\u6a21\u578b\u9006\u5411\u653b\u64ca\uff08Model inversion, \u63a8\u65b7\u6a21\u578b\u53c3\u6578\uff09|\u4e0d\u9069\u7528", "pkg_answer": "\u8cc7\u6599\u6c61\u67d3\uff08Data poisoning, \u64cd\u63a7\u8a13\u7df4\u8cc7\u6599\uff09|\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Traceability", "serial": "4-1-4", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u6301\u7e8c\u8a55\u4f30AI\u7cfb\u7d71\u8f38\u51fa\u7684\u54c1\u8cea\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-18-1", "question": "\u60a8\u662f\u5426\u6703\u6e05\u695a\u8a18\u9304\uff0c\u4e26\u5be6\u65bd\u6e2c\u8a66\u53ca\u9a57\u8b49AI\u7cfb\u7d71\u53ef\u4fe1\u8cf4\u6027\u53ca\u518d\u73fe\u6027\u7684\u6d41\u7a0b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "General Safety", "serial": "2-8-1", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u53ef\u80fd\u906d\u5230\u60e1\u610f\u4f7f\u7528\u3001\u6feb\u7528\u6216\u4e0d\u7576\u4f7f\u7528\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Data Governance", "serial": "3-5", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904eAI\u7cfb\u7d71\u975e\u500b\u4eba\u8a13\u7df4\u8cc7\u6599\uff0c\u6216\u5176\u4ed6\u8655\u7406\u904e\u7684\u975e\u500b\u4eba\u8cc7\u6599\uff0c\u5c0d\u96b1\u79c1\u53ca\u8cc7\u6599\u4fdd\u8b77\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u672a\u4f7f\u7528\u542b\u6709\u4eba\u985e\u4e4b\u5f71\u50cf"}, {"cat": "Communication", "serial": "4-5-3", "question": 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"\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-4", "question": "*\u60a8\u662f\u5426\u5df2\u78ba\u4fdd\u6709\u4e00\u7a2e\u6a5f\u5236\uff0c\u5bb9\u8a31\u6a19\u8a18AI\u7cfb\u7d71\u504f\u898b\u3001\u6b67\u8996\u6216\u4e0d\u826f\u6027\u80fd\u7684\u76f8\u95dc\u554f\u984c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-21", "question": "\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u6703\u4f7f\u7528(\u7dda\u4e0a)\u6301\u7e8c\u7684\u5b78\u7fd2\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-4", "question": 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"*\u5c0d\u65bc\u5982\u4f55\uff0c\u4ee5\u53ca\u5411\u8ab0\u63d0\u51fa\u6b64\u985e\u554f\u984c\uff0c\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u660e\u78ba\u7684\u6e9d\u901a\u6b65\u9a5f\u53ca\u65b9\u6cd5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "General Safety", "serial": "2-10", "question": "\u60a8\u662f\u5426\u5df2\u900f\u904e\u4e00\u500b\u5099\u4efd\u7cfb\u7d71(duplicated system)\u3001\u6216\u53e6\u4e00\u500b\u5e73\u884c\u7cfb\u7d71(AI\u7684\u6216\u300c\u50b3\u7d71\u300d\u7684)\u4f86\u6e96\u5099\u5bb9\u932f\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Resilience to Attack and Security", "serial": "2-6-1", "question": "\u60a8\u9810\u671f\u70baAI\u7cfb\u7d71\u63d0\u4f9b\u5b89\u5168\u66f4\u65b0\u7684\u671f\u9650\u662f\u591a\u9577\uff1f", "answer": "\u55ae\u9078^3\u500b\u6708|\u534a\u5e74|\u4e00\u5e74", "pkg_answer": "3\u500b\u6708", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-4-1", "question": "\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u76f8\u61c9\u7a0b\u5e8f\uff0c\u4ee5\u907f\u514dAI\u7cfb\u7d71\u7121\u610f\u4e2d\u5f71\u97ff\u4eba\u985e\u7684\u81ea\u4e3b\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Accessibility and Universal Design", "serial": "5-9-3", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0c\u7cfb\u7d71\u5c0d\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u7684\u65cf\u7fa4\uff0c\u53ef\u80fd\u9020\u6210\u7684\u4e0d\u516c\u5e73\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-6-3", "question": "*\u6b64\u57f9\u8a13\u662f\u5426\u4e5f\u6db5\u84cb\u53ef\u80fd\u9069\u7528\u65bcAI\u7cfb\u7d71\u7684\u6cd5\u5f8b\u898f\u7bc4\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-21-1", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0cAI\u7cfb\u7d71\u5b78\u7fd2\u65b0\u7a4e\u6216\u975e\u901a\u5e38\u65b9\u6cd5\uff0c\u4ee5\u9054\u5230\u826f\u597d\u7684\u76ee\u6a19\u529f\u80fd\uff0c\u6703\u6709\u6f5b\u5728\u7684\u8ca0\u9762\u7d50\u679c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-4-2", "question": "*\u9664\u4e86(\u7d42\u7aef)\u4f7f\u7528\u8005\u8207/\u6216\u4e3b\u9ad4\u5916\uff0c\u60a8\u662f\u5426\u80fd\u8b58\u5225\u51fa\u5176\u4ed6\uff0c\u53ef\u80fd\u76f4\u63a5\u6216\u9593\u63a5\u53d7AI\u7cfb\u7d71\u5f71\u97ff\u7684\u4e3b\u9ad4\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-5", "question": "*\u60a8\u662f\u5426\u5df2\u9810\u5148\u6a21\u64ecAI\u8207\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u7684\u793e\u4ea4\u4e92\u52d5\uff0c\u6216\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u4e4b\u9593\u7684\u793e\u4ea4\u4e92\u52d5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-7", "question": 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"*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u6709\u4eba\u985e\u4f9d\u8cf4\u3001\u5f15\u767c\u6210\u766e\u884c\u70ba\uff0c\u6216\u64cd\u7e31\u4f7f\u7528\u8005\u884c\u70ba\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5", "question": "\u60a8\u5c0d\u516c\u5e73\u7684\u5b9a\u7fa9\uff0c\u662f\u5426\u6703\u666e\u904d\u4f7f\u7528\u8207\u5be6\u65bd\u5728AI\u7cfb\u7d71\u5efa\u7f6e\u904e\u7a0b\u7684\u4efb\u4f55\u968e\u6bb5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-7-1", "question": "\u4e0a\u958b\u6d41\u7a0b\u662f\u5426\u6703\u4fc3\u6210\u98a8\u96aa\u7ba1\u7406\u6d41\u7a0b\u7684\u4fee\u8a02\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Risk Management", "serial": "7-8", "question": "\u5c0d\u65bc\u6709\u53ef\u80fd\u5c0d\u500b\u4eba\u7522\u751f\u4e0d\u5229\u5f71\u97ff\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u60a8\u662f\u5426\u5df2\u5728\u8a2d\u8a08\u7a0b\u5f0f\u6642\uff0c\u5373\u8003\u616e\u5efa\u7acb\u88dc\u6551\u6a5f\u5236\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-6-1", "question": "*\u7576\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u5c0dAI\u7cfb\u7d71\u7522\u751f\u4e0d\u6210\u6bd4\u4f8b\u7684\u4f9d\u8cf4\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u8655\u7406\u63aa\u65bd\uff0c\u4ee5\u56e0\u61c9\u5c0d\u4ed6\u5011\u53ef\u80fd\u7684\u8ca0\u9762\u5f71\u97ff\uff1f(\u4e0d\u6210\u6bd4\u4f8b\u7684\u4f9d\u8cf4\uff1a\u904e\u5ea6\u4f9d\u8cf4)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-1", "question": "\u5728\u9078\u64c7\u6b64\u5b9a\u7fa9\u524d\uff0c\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\u5176\u4ed6\u516c\u5e73\u7684\u5b9a\u7fa9\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-6-2", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u5c07\u4eba\u7684\u6210\u766e\u98a8\u96aa\uff0c\u964d\u5230\u6700\u4f4e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-2", "question": "*\u60a8\u662f\u5426\u6703\u5c31\u516c\u5e73\u7684\u6b63\u78ba\u5b9a\u7fa9\uff0c\u8aee\u8a62\u53d7\u5f71\u97ff\u7684\u7fa4\u9ad4\uff0c\u4f8b\u5982\u8001\u5e74\u4eba\u6216\u5931\u80fd\u8005\u7684\u4ee3\u8868\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-3", "question": "*\u60a8\u662f\u5426\u4ee5\u5b9a\u91cf\u5206\u6790\u6216\u6307\u6a19\uff0c\u8861\u91cf\u53ca\u6e2c\u8a66\u6240\u9069\u7528\u7684\u516c\u5e73\u5b9a\u7fa9\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Human Agency and Autonomy", "serial": "1-6-3", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u964d\u4f4e\u64cd\u63a7(\u4f7f\u7528\u8005)\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-4", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u78ba\u4fddAI\u7cfb\u7d71\u516c\u5e73\u7684\u6a5f\u5236\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u5df2\u4e0a\u50b3"}] in 液珠影像辨識排序模型