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On 2025年12月8日 下午3:29:22 [+0800], ncblab7041 朱彥煒:

  • Updated description of RGB轉多光譜水稻田模型 from

    ### RGB-to-Pseudo-Multispectral Reconstruction Model 本模型旨在利用一般 RGB 影像推估 12 個可見光窄波段反射值，生成 **pseudo-multispectral 影像**以取代昂貴多光譜感測設備的部分功能。輸出為基於深度學習迴歸方式重建之類多光譜資訊，**並非真正的高光譜重建**。目前資料來源僅含水稻遮罩影像，因此模型適用範圍以 **水稻田場景為主**，不建議直接外推至其他作物或場域。 模型架構屬 **監督式回歸網路**，透過 encoder–decoder 模組與多層殘差特徵融合將三通道 RGB 特徵映射至十二波段空間，輸入影像大小與光譜標記一致，使像素反射值能逐波段對齊。此過程可視為由 3 個觀察波段推估 12 個窄波段反射值的近似問題，強調光譜趨勢與能量分布重建，而非物理量測替代。 模型輸出格式為 `[12, H, W]` pseudo-multispectral tensor，可供後續植生資訊提取與指數計算使用，但需理解其 **屬推估值**，結果會受到光照、鏡頭響應與資料來源差異影響。為強化穩定性，訓練資料均採 ENVI 影像格式並保留波長資訊： 模型評估以 **PSNR 為核心指標**，並輔以 RMSE、UIQI 與 Spectral-PSNR，衡量亮度誤差與光譜一致性。訓練結果顯示： - PSNR 由 19–20 dB 提升至約 **28–29 dB（收斂）** - Spectral-PSNR 約 **33–34 dB** - RMSE 自約 0.11 降至 **約 0.04** - UIQI 逐步提升至 **約 0.9** 結果顯示模型能有效逼近 12 波段能量分布，推估影像具有可解析的光譜差異，可支援後續水稻病蟲害偵測、水分觀測與時序變化分析，但仍建議搭配 **少量實測樣本做誤差校正**以提升跨田區泛化能力。 > **特性摘要** > - Task：RGB → 12-band pseudo-multispectral reconstruction > - 性質：近似重建、非高光譜還原 > - 限制：限定水稻田影像，域轉移需校正 > - 評估方式：PSNR 為主，RMSE/UIQI/PSNR-Spectral 輔助 > - 可用於：植生指數推估、稻作監測、田間趨勢分析 附圖可用（示意）： ![北溝田區多光譜生成圖](https://i.meee.com.tw/V8ZgNqB.png)
    to
    ### 🌾 RGB-to-Pseudo-Multispectral Reconstruction Model 本模型以一般 RGB 影像推估 12 個可見光窄波段反射值，生成 **pseudo-multispectral 影像**，作為多光譜資料的替代性來源。輸出屬近似重建，**非真正高光譜影像還原**；資料來源為水稻影像並經遮罩處理，故模型適用範圍以 **水稻田場景為主**，不建議直接外推至其他作物或非農地場域。 --- ### 📐 模型設計概念 - 採 **監督式深度回歸架構**，非對抗式 GAN 模型 - Encoder–Decoder + 多層殘差特徵融合 - 以 RGB (3 bands) → 12 bands 映射方式推估反射趨勢 - 著重於光譜分布與能量結構之重建，而非物理量測替代 > 可理解為：**由三通道可見影像近似推回十二窄波段資訊** --- ### 🗂 輸出資料格式 - Output Tensor：`[12, H, W]` - 為 pseudo-multispectral 資料，可計算植生指數、特徵統計 - 結果為推估值，受光照、鏡頭響應、域差異影響 - 訓練資料採 ENVI 格式並含完整波長標註 ```text wavelength = {487.56, 489.64, 501.94, 513.75, 527.11, 539.70, 564.89, 577.97, 590.59, 602.14, 614.99, 624.77} fwhm = {12.91, 9.19, 11.24, 10.50, 8.45, 6.78, 7.15, 7.15, 8.82, 9.19, 10.87, 14.21} default bands (RGB view) = {9, 6, 3} 附圖（示意）： ![北溝田區多光譜生成圖](https://i.meee.com.tw/V8ZgNqB.png) ### 📊 模型量化評估與表現分析 模型訓練採 **PSNR (Peak Signal-to-Noise Ratio)** 作為主要評估指標，以衡量重建影像與真值之亮度誤差，同時輔以 **RMSE、UIQI** 以及 **Spectral-PSNR** 佐證光譜層級一致性與結構還原品質。整體訓練過程中，PSNR 隨 epoch 穩定提升，RMSE 持續下降，UIQI 在後期快速上升並逐漸收斂，顯示模型能逐步學習 RGB 與 12 波段之間的映射關係，重建性能具備穩定性與可預期性。 | 評估指標 (Metric) | 訓練趨勢 (Trend) | 最終表現 (Final Performance) | |-------------------|----------------|-------------------------------| | **PSNR** | 持續上升並收斂 | **約 28–29 dB** | | **Spectral-PSNR** | 光譜一致度良好 | **約 33–34 dB** | | **RMSE** | 緩步下降 | **約 0.04** | | **UIQI** | 結構相似度明顯提升 | **約 0.9** | 綜合上述結果，模型能 **有效逼近 12 波段反射分布**，輸出影像呈現合理光譜差異，具備可供下游植生分析使用之品質，可應用於 **水稻病蟲害早期偵測、水分監控、時序生長監測等場景**。然而，由於本研究資料來源集中於特定場域，若擬跨田區或跨季節部署，仍建議 **搭配少量實際量測樣本進行校正或重新微調模型**，以降低域轉移影響，提升泛化能力。


  • Changed value of field aifiles to [{"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": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"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": 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"note": "\u5408\u7406\u4f7f\u7528\u4e0d\u6703\u9020\u6210\u7121\u5bb3"}, {"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": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u76f8\u95dc\u5f71\u97ff\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-6", "question": 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"(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": 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"*\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": "\u4ee5Human-in-the-Loop(HITL)\u65b9\u5f0f\u76e3\u7763", "note": "\u4eba\u985e\u5728\u7cfb\u7d71\u6bcf\u500b\u6c7a\u7b56\u9031\u671f\u4e2d\u5e72\u9810\u7684\u80fd\u529b\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Environmental Well-being", "serial": "6-1-1", "question": "\u60a8\u662f\u5426\u80fd\u8b58\u5225\u51fa\u54ea\u4e9b\u6f5b\u5728\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-3-1", "question": "\u7a3d\u6838\u7b2c\u4e09\u65b9\u7684\u53c3\u8207\uff0c\u662f\u5426\u4e0d\u53ea\u9650\u65bc\u7cfb\u7d71\u958b\u767c\u968e\u6bb5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"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": "\u662f", "note": "\u5408\u7406\u4f7f\u7528\u4e0d\u6703\u5f71\u97ff\u4ed6\u4eba"}, {"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": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-4", "question": "\u60a8\u662f\u5426\u6703\u70ba\u4e86\u5f15\u9032AI\u7cfb\u7d71\uff0c\u5728\u60a8\u7684\u7d44\u7e54\u4e2d\u505a\u6e96\u5099\uff0c\u4e14\u4e8b\u524d\u901a\u77e5\u53d7\u5f71\u97ff\u7684\u54e1\u5de5\u8207\u4ed6\u5011\u7684\u4ee3\u8868(\u5de5\u6703\u6216\u54e1\u5de5\u59d4\u54e1\u6703)\uff0c\u4e26\u8207\u4e4b\u5354\u5546\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accuracy", "serial": "2-13", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u7684\u8cc7\u6599(\u5305\u62ec\u8a13\u7df4\u8cc7\u6599)\u662f\u6700\u65b0\u7684\u3001\u9ad8\u54c1\u8cea\u7684\u3001\u5b8c\u6574\u7684\uff0c\u4e26\u80fd\u4ee3\u8868\u6240\u90e8\u7f72\u7684\u7cfb\u7d71\u74b0\u5883\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Privacy", "serial": "3-2", "question": "\u6839\u64da\u4f7f\u7528\u6848\u4f8b\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u5141\u8a31\u6a19\u8a18AI\u7cfb\u7d71\u7684\u96b1\u79c1\u76f8\u95dc\u554f\u984c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u8907\u9078^\u8cc7\u6599\u4fdd\u8b77\u5f71\u97ff\u8a55\u4f30\uff08DPIA\uff09|\u6307\u5b9a\u4e00\u540d\u8cc7\u6599\u4fdd\u8b77\u4eba\u54e1\uff08DPO\uff09\uff0c\u4e26\u5728AI\u7684\u958b\u767c\u3001\u63a1\u8cfc\u6216\u4f7f\u7528\u968e\u6bb5\u5118\u65e9\u5c07\u5176\u7d0d\u5165|\u8cc7\u6599\u8655\u7406\u76e3\u7763\u6a5f\u5236\uff08\u5305\u62ec\u9650\u5236\u5408\u683c\u4eba\u54e1\u9032\u5165\u3001\u8a18\u9304\u8cc7\u6599\u5b58\u53d6\u8207\u4fee\u6539\u6a5f\u5236\uff09|\u5be6\u73fe\u96b1\u79c1\u8a2d\u8a08\u8207\u9810\u8a2d\u7684\u63aa\u65bd\uff08\u4f8b\u5982\u52a0\u5bc6\u3001\u5047\u540d\u3001\u532f\u96c6\u3001\u533f\u540d\uff09|\u8cc7\u6599\u6700\u5c0f\u5316\uff0c\u7279\u5225\u662f\u500b\u4eba\u8cc7\u6599(\u5305\u542b\u7279\u7a2e\u8cc7\u6599)|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u8cc7\u6599\u8207\u6a21\u578b\u6cbb\u7406\u59d4\u54e1\u6703\u8981\u6c42\u6a21\u578b\u4e0a\u67b6\u524d\u8a55\u4f30\uff1a\u96b1\u79c1\u885d\u64ca\u3001\u500b"}, {"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": "\u662f", "note": "\u843d\u5be6\u8cc7\u6599\u54c1\u8cea\u76e3\u63a7"}, {"cat": "Human Agency and Autonomy", "serial": "1-1-1", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u4f7f\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4 \uff0c\u5c0d\u65bc\u300c\u6c7a\u7b56\u3001\u5167\u5bb9\u3001\u5efa\u8b70\u6216\u7d50\u679c\u300d\uff0c\u662f\u6e90\u81eaAI\u6f14\u7b97\u6cd5\u7684\u6c7a\u7b56\uff0c\u7522\u751f\u6df7\u6dc6\uff1f(\u4f7f\u7528\u8005\u5c0d\u6c7a\u7b56\u7d50\u679c\u662f\u6e90\u81eaAI\uff0c\u53ef\u80fd\u4e0d\u77e5\u9053\u6216\u611f\u5230\u56f0\u60d1)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41"}, {"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": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-7-2", "question": "*\u60a8\u662f\u5426\u6703\u544a\u77e5\u7d42\u7aef\u4f7f\u7528\u8005\u8207\u4e3b\u9ad4\uff0cAI\u73fe\u6709\u6216\u6f5b\u5728\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8-2", "question": "*\u60a8\u662f\u5426\u5df2\u63a1\u53d6\u884c\u52d5\uff0c\u4ee5\u4f7fAI\u7cfb\u7d71\u7684\u6f5b\u5728\u793e\u6703\u5371\u5bb3\u964d\u5230\u6700\u4f4e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u76f8\u95dc\u5f71\u97ff\u3002"}, {"cat": "Data Governance", "serial": "3-4-1", "question": "*\u60a8\u662f\u5426\u6703\u628a\u300c\u64a4\u56de\u540c\u610f\u3001\u7570\u8b70\u6b0a\u53ca\u88ab\u907a\u5fd8\u6b0a\u300d\u7d0d\u5165AI\u7cfb\u7d71\u7684\u958b\u767c\u4e2d\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u904e\u7a0b\u4e2d\u82e5\u6709\u8490\u96c6\u500b\u8cc7\uff0c\u5ba3\u544a\u4e8b\u9805\u5305\u542b\u7576\u4e8b\u4eba\u53ef\u64a4\u56de\u540c\u610f\u3001\u9078\u64c7\u9000\u51fa\u3001\u8cc7\u6599\u522a\u9664\u3002"}, {"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": "\u662f", "note": "\u5e73\u53f0\u516c\u958b\u8cc7\u8a0a\u4e26\u5df2\u78ba\u8a8d\u53ef\u91cd\u73fe\u6027"}, {"cat": "Traceability", "serial": "4-1-2", "question": "*\u60a8\u662f\u5426\u80fd\u8ffd\u6eafAI\u7cfb\u7d71\u66fe\u4f7f\u7528\u54ea\u4e9b\u8cc7\u6599\uff0c\u4ee5\u505a\u51fa\u7279\u5b9a\u6c7a\u7b56\u6216\u5efa\u8b70\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accuracy", "serial": "2-14", "question": "*\u4f60\u662f\u5426\u5df2\u5efa\u7acb\u76e3\u63a7\u53ca\u8a18\u9304AI\u7cfb\u7d71\u6e96\u78ba\u6027\u4e4b\u6b65\u9a5f\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5efa\u7acb\u5728\u7a0b\u5f0f\u78bc\u4e2d"}, {"cat": "Human Agency and Autonomy", "serial": "1-1-2", "question": "*\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u5176\u4ed6\u4e3b\u9ad4\uff0c\u662f\u5426\u80fd\u5145\u5206\u610f\u8b58\u5230\u300c\u6c7a\u7b56\u3001\u5167\u5bb9\u3001\u5efa\u8b70\u6216\u7d50\u679c\u300d\uff0c\u662f\u6e90\u81eaAI\u6f14\u7b97\u6cd5\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0\uff0c\u6a19\u8a3b\u6a21\u578b\u662f\u900f\u904e\u8cc7\u6599\u9a45\u52d5\u7684\u65b9\u5f0f\uff0c\u6c7a\u7b56\u5167\u5bb9\u7686\u70baAI\u6f14\u7b97\u5f8c\u7684\u7d50\u679c\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-5", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u5c0d\u4eba\u985e\u5de5\u4f5c\u7684\u5f71\u97ff\uff0c\u88ab\u5145\u5206\u77ad\u89e3\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-3", "question": "\u60a8\u7684AI\u53d7\u5230\u7db2\u8def\u653b\u64ca\u7684\u98a8\u96aa\u6709\u591a\u5927\uff1f", "answer": "\u55ae\u9078^\u5f88\u5927|\u5927|\u4e2d|\u5c0f|\u5f88\u5c0f|\u4e0d\u9069\u7528", "pkg_answer": "\u5f88\u5c0f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Environmental Well-being", "serial": "6-2", "question": "\u5728\u53ef\u80fd\u7684\u60c5\u6cc1\u4e0b\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u4ee5\u8a55\u4f30AI\u7cfb\u7d71\u958b\u767c\u3001\u90e8\u7f72\u8207/\u6216\u4f7f\u7528(\u4f8b\u5982\u80fd\u6e90\u4f7f\u7528\u91cf\u8207\u78b3\u6392\u653e\u91cf)\u5c0d\u74b0\u5883\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"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": "\u5426", "note": "()\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u76f8\u95dc\u5f71\u97ff\u3002"}, {"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": "\u662f", "note": "\u5df2\u8b58\u5225\u96b1\u79c1\u53ca\u500b\u8cc7\uff0c\u8207\u6a21\u578b\u57f7\u884c\u7121\u95dc"}, {"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": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0\uff0c\u6a19\u8a3b\u6a21\u578b\u662f\u900f\u904e\u8cc7\u6599\u9a45\u52d5\u7684\u65b9\u5f0f\uff0c\u6c7a\u7b56\u5167\u5bb9\u7686\u70baAI\u6f14\u7b97\u5f8c\u7684\u7d50\u679c\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-3", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\u53ca\u5236\u5b9a\u6d41\u7a0b\uff0c\u4ee5\u6e2c\u8a66\u53ca\u76e3\u63a7AI\u7cfb\u7d71\u5728\u6574\u500b\u751f\u547d\u9031\u671f\u7684\u6f5b\u5728\u504f\u898b\uff1f\u4f8b\u5982\uff0c\u4f7f\u7528\u8cc7\u6599\u96c6\u7d44\u6210\u53ef\u80fd\u53d7\u9650(\u7f3a\u4e4f\u591a\u6a23\u6027\u3001\u975e\u4ee3\u8868\u6027)\u800c\u5c0e\u81f4\u7684\u504f\u898b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u6a21\u578b\u9006\u5411\u653b\u64ca\uff08Model inversion, \u63a8\u65b7\u6a21\u578b\u53c3\u6578\uff09", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "Risk Management", "serial": "7-5", "question": "*\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u8a2d\u7acbAI\u502b\u7406\u5be9\u67e5\u59d4\u54e1\u6703\u6216\u985e\u4f3c\u6a5f\u5236\uff0c\u5168\u9762\u6027\u63a2\u8a0e\u554f\u8cac\u8207\u502b\u7406\u5be6\u8e10\uff0c\u5305\u62ec\u6f5b\u5728\u4e0d\u660e\u78ba\u7684\u7070\u8272\u5730\u5e36\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Communication", "serial": "4-5-3", "question": "*\u6709\u95dc\u5982\u4f55\u9069\u7576\u4f7f\u7528AI\u7cfb\u7d71\uff0c\u60a8\u662f\u5426\u6703\u63d0\u4f9b\u4f7f\u7528\u8005\u5408\u9069\u7684\u57f9\u8a13\u8cc7\u6599\u8207\u514d\u8cac\u8072\u660e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"cat": "Human Agency and Autonomy", "serial": "1-2-1", "question": "\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u662f\u5426\u6703\u88ab\u544a\u77e5\u4ed6\u5011\u6b63\u5728\u8207AI\u7cfb\u7d71\u4e92\u52d5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u843d\u5be6\u8cc7\u6599\u54c1\u8cea\u76e3\u63a7"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accuracy", "serial": "2-16", "question": "*\u4f60\u662f\u5426\u5df2\u5236\u5b9a\u6d41\u7a0b\uff0c\u4ee5\u78ba\u4fdd\u80fd\u5411\u7d42\u7aef\u4f7f\u7528\u8005\u59a5\u9069\u6e9d\u901a\u3001\u50b3\u9054\u5176\u6240\u671f\u5f85\u7684AI\u6e96\u78ba\u6027\u7a0b\u5ea6\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41\u4e2d)"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-19", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6545\u969c\u5b89\u5168\u5099\u7528\u8a08\u756b\uff0c\u4ee5\u89e3\u6c7a\u4efb\u4f55\u4f86\u6e90\u7684AI \u7cfb\u7d71\u932f\u8aa4\uff0c\u4e26\u5df2\u5236\u5b9a\u6cbb\u7406\u7a0b\u5e8f\u4f86\u89f8\u767c\u5b83\u5011\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-3", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u6703\u56e0\u70ba\u7d42\u7aef\u4f7f\u7528\u8005\u904e\u5ea6\u4f9d\u8cf4\uff0c\u800c\u5f71\u97ff\u4eba\u985e\u7684\u81ea\u4e3b\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-4", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u5728\u5176\u751f\u547d\u9031\u671f\u5167\uff0c\u5c0d\u6297\u6f5b\u5728\u653b\u64ca\u6642\u7684\u5b8c\u6574\u6027\u3001\u7a69\u5065\u6027\u53ca\u6574\u9ad4\u5b89\u5168\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "General Safety", "serial": "2-8-2", "question": "\u91dd\u5c0d\u932f\u8aa4\u6216\u6feb\u7528AI\u7cfb\u7d71\u7684\u53ef\u80fd\u5f8c\u679c\uff0c\u60a8\u662f\u5426\u5df2\u5b9a\u7fa9\u81e8\u754c\u5b89\u5168\u7d1a\u5225(\u4f8b\u5982\u8207\u4eba\u7684\u4eba\u683c\u5b8c\u6574\u6027\u76f8\u95dc)\uff1f(\u4eba\u683c\u5b8c\u6574\u6027\uff1a\u8eab\u5fc3\u5b8c\u6574\u6027)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Data Governance", "serial": "3-6", "question": "\u60a8\u662f\u5426\u5df2\u78ba\u4fddAI\u7cfb\u7d71\u7b26\u5408\u76f8\u95dc\u6a19\u6e96(\u4f8b\u5982 ISO\u3001IEEE)\u3001\u6216\u5ee3\u6cdb\u63a1\u7528\u7684(\u65e5\u5e38)\u8cc7\u6599\u7ba1\u7406\u53ca\u6cbb\u7406\u5354\u5b9a\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Traceability", "serial": "4-1-5", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u9069\u7576\u7684\u65e5\u8a8c\u7d00\u9304\uff0c\u4ee5\u8a18\u9304AI\u7cfb\u7d71\u7684\u6c7a\u7b56\u6216\u5efa\u8b70\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-4", "question": "\u5728\u76f8\u95dc\u60c5\u6cc1\u4e0b\uff0c\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u8cc7\u6599\u4e2d\u7d42\u7aef\u4f7f\u7528\u8005\u53ca/\u6216\u4e3b\u9ad4\u7684\u591a\u6a23\u6027\u8207\u4ee3\u8868\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-9", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0cAI\u7cfb\u7d71\u5c0d\u6f5b\u5728\u7d42\u7aef\u4f7f\u7528\u8005\u53ca/\u6216\u4e3b\u9ad4\u7684\u5404\u7a2e\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-6-1", "question": "\u60a8\u662f\u5426\u5df2\u6709\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u7de9\u89e3\u53bb\u6280\u8853\u5316\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-6", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6d41\u7a0b\uff0c\u4ee5\u4f9b\u8a0e\u8ad6\u3001\u6301\u7e8c\u76e3\u63a7\u53ca\u8a55\u4f30AI\u7cfb\u7d71\u662f\u5426\u9075\u5b88\u672c\u53ef\u4fe1\u4efbAI\u81ea\u6211\u8a55\u4f30\u8868\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u8cc7\u6599\u8207\u6a21\u578b\u6cbb\u7406\u59d4\u54e1\u6703\u8981\u6c42\u6301\u7e8c\u843d\u5be6\u8a55\u4f30AI\u502b\u74067\u5927\u539f\u5247\uff1a1.\u61c9\u7531\u4eba\u985e\u76e3\u7763AI\u30012.AI\u61c9\u7a69\u5065\u8207\u5b89\u5168\u4e26\u503c\u5f97\u4fe1\u8cf4\u30013.\u91cd\u8996\u96b1\u79c1\u548c\u6578\u64da\u7ba1\u5236\u30014.\u4f7fAI\u5177\u6709\u900f\u660e\u53ca\u53ef\u8ffd\u6eaf\u6027\u30015.AI\u61c9\u78ba\u4fdd\u591a\u5143\u548c\u516c\u5e73\u30016.\u5c0a\u91cd\u793e\u6703\u548c\u74b0\u5883\u7dad\u8b77\u30017.\u5efa\u7acb\u5b8c\u5584\u7a76\u8cac\u5236\u5ea6\u3002"}, {"cat": "Risk Management", "serial": "7-6-1", "question": "*\u6b64\u6d41\u7a0b\u662f\u5426\u5305\u62ec\u8b58\u5225\u8207\u8a18\u9304\u4e0a\u8ff0\u7b2c1\u81f3\u7b2c6\u90e8\u5206\u5404\u8981\u6c42\u9593\u7684\u885d\u7a81\uff0c\u6216\u4e0d\u540c\u502b\u7406\u539f\u5247\u9593\u7684\u885d\u7a81\uff0c\u4ee5\u53ca\u5c0d\u6b64\u885d\u7a81\u4f5c\u51fa\u300c\u6b0a\u8861\u6c7a\u5b9a\u300d(\"trade-off\" decisions)\u7684\u89e3\u91cb\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-3", "question": "*\u60a8\u662f\u5426\u5df2\u63d0\u51fa\u6559\u80b2\u6027\u53ca\u63d0\u9ad8\u8a8d\u8b58\u7684\u5021\u8b70\uff0c\u4ee5\u5354\u52a9AI\u8a2d\u8a08\u53caAI\u958b\u767c\u4eba\u54e1\uff0c\u66f4\u52a0\u4e86\u89e3\u4ed6\u5011\u5728\u8a2d\u8a08\u8207\u958b\u767cAI\u7cfb\u7d71\u6642\uff0c\u53ef\u80fd\u6ce8\u5165\u7684\u504f\u898b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-20", "question": "*\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u9069\u7576\u7684\u7a0b\u5e8f\uff0c\u4ee5\u8655\u7406AI\u7cfb\u7d71\u7522\u751f\u7684\u7d50\u679c\uff0c\u4fe1\u4efb\u5ea6\u4f4e\u7684\u60c5\u6cc1\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6aa2\u8a0e\u76f8\u95dc\u554f\u984c\u4e26\u8abf\u6574\u6a21\u578b\u518d\u66f4\u65b0\u5e73\u53f0\u8cc7\u8a0a"}, {"cat": "Resilience to Attack and Security", "serial": "2-5", "question": "*\u60a8\u662f\u5426\u5df2\u5c0d\u7cfb\u7d71\u9032\u884c\u7d05\u968a / \u6e2c\u8a66\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "Accessibility and Universal Design", "serial": "5-9-1", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0c\u8b93\u5efa\u7acbAI\u7cfb\u7d71\u7684\u5718\u968a\uff0c\u8207\u53ef\u80fd\u4e4b\u76ee\u6a19\u7d42\u7aef\u4f7f\u7528\u8005\u8207/\u6216\u4e3b\u9ad4\u9032\u884c\u63a5\u89f8\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-3-1", "question": "\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u7a0b\u5e8f\uff0c\u4ee5\u907f\u514d\u7d42\u7aef\u4f7f\u7528\u8005\u904e\u5ea6\u4f9d\u8cf4AI\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"cat": "Impact on Work and Skills", "serial": "6-7", "question": "*\u60a8\u7684\u7cfb\u7d71\u662f\u5426\u589e\u9032\u6216\u9700\u6c42\u65b0\u7684(\u6578\u4f4d)\u6280\u80fd\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-9", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\u95dc\u9375AI\u6c7a\u7b56\uff0c\u5c0d\u5176\u7a69\u5b9a\u53ca\u53ef\u4fe1\u8cf4\u884c\u70ba\u7684\u4f9d\u8cf4\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-4", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u4ee5\u5176\u4ed6\u975e\u9810\u671f\u53ca\u4e0d\u53d7\u6b61\u8fce\u7684\u65b9\u5f0f\uff0c\u5e72\u64fe\u7d42\u7aef\u4f7f\u7528\u8005\u7684\u6c7a\u7b56\u904e\u7a0b\uff0c\u5f9e\u800c\u5f71\u97ff\u4eba\u985e\u7684\u81ea\u4e3b\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-9-2", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0c\u53ef\u80fd\u5b58\u5728\u4e00\u500b\u65cf\u7fa4\uff0c\u5c07\u6703\u53d7\u5230AI\u7cfb\u7d71\u7684\u7d50\u679c\uff0c\u4e0d\u6210\u6bd4\u4f8b\u5730\u5f71\u97ff\uff1f(\u4e0d\u6210\u6bd4\u4f8b\u5730\u5f71\u97ff\uff1a\u904e\u5ea6\u5730\u5f71\u97ff)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-9-1", "question": "\u60a8\u662f\u5426\u6703\u4f7f\u53ef\u4fe1\u8cf4\u6027/\u6e2c\u8a66\u7684\u8981\u6c42\uff0c\u4fdd\u6301\u9069\u7576\u7684\u7a69\u5b9a\u6027\u8207\u53ef\u4fe1\u8cf4\u6027\u6c34\u5e73\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-7-1", "question": "\u60a8\u662f\u5426\u70ba\u6280\u80fd\u518d\u9020\u8207\u5347\u7d1a\uff0c\u63d0\u4f9b\u57f9\u8a13\u6a5f\u6703\u8207\u6750\u6599\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-6", "question": "\u60a8\u662f\u5426\u6703\u544a\u77e5\u7d42\u7aef\u4f7f\u7528\u8005\u5b89\u5168\u64d4\u4fdd\u53ca\u66f4\u65b0\u671f\u9593\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-6-2", "question": "\u60a8\u662f\u5426\u70ba\u53c3\u8207\u6b64\u6d41\u7a0b\u4e4b\u4eba\uff0c\u63d0\u4f9b\u9069\u7576\u57f9\u8a13\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-4-1", "question": "*\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": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"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": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u516c\u5e73\u6027\u98a8\u96aa\u3002"}, {"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": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-11", "question": "*\u60a8\u662f\u5426\u5df2\u958b\u767c\u4e00\u7a2e\u6a5f\u5236\uff0c\u4f86\u8a55\u4f30AI\u7cfb\u7d71\u4f55\u6642\u767c\u751f\u8b8a\u5316\uff0c\u4ee5\u5c0d\u5176\u6280\u8853\u7a69\u5065\u6027\u53ca\u5b89\u5168\u6027\u9032\u884c\u5be9\u67e5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-7", "question": "\u60a8\u662f\u5426\u5df2\u70ba\u7b2c\u4e09\u65b9(\u4f8b\u5982\uff1asuppliers\u4f9b\u61c9\u5546\u3001\u7d42\u7aef\u4f7f\u7528\u8005\u3001\u4e3b\u9ad4\u3001\u5206\u92b7\u5546/vendors\u5ee0\u5546\uff0c\u6216\u54e1\u5de5)\u5efa\u7acb\u901a\u5831AI\u7cfb\u7d71\u6f5b\u5728\u5f31\u9ede\u3001\u98a8\u96aa\u6216\u504f\u898b\u7684\u6d41\u7a0b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-6", "question": "*\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": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u516c\u5e73\u6027\u98a8\u96aa\u3002"}, {"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": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"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": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u516c\u5e73\u6027\u98a8\u96aa\u3002"}, {"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": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}] in RGB轉多光譜水稻田模型