[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-pentagon-should-not-use-grok-wartime-targeting-zh":3,"article-related-pentagon-should-not-use-grok-wartime-targeting-zh":31,"series-industry-5a410687-834e-4767-8bac-11251400de18":76},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":23,"views":27,"created_at":28,"published_at":29,"topic_cluster_id":30},"5a410687-834e-4767-8bac-11251400de18","pentagon-should-not-use-grok-wartime-targeting-zh","五角大廈不該用 Grok 做戰時打擊決策","\u003Cp data-speakable=\"summary\">五角大廈不該把戰時目標鎖定與打擊執行交給 \u003Ca href=\"\u002Fnews\u002Fgrok-latest-controversies-regulation-story-zh\">Grok\u003C\u002Fa>，因為這會削弱責任歸屬、放大資安與基礎設施風險，也把速度誤當成判斷力。\u003C\u002Fp>\u003Cp>五角大廈不該用 Elon Musk 的 Grok 參與戰時目標鎖定或打擊執行。把致命決策放進私人聊天機器人的生態系，不只是技術選型問題，而是把責任、資安與國安主權一起外包出去。最近外界提到 Grok 可能協助一場在 96 小時內動用 2,000 枚彈藥的行動，這不是 AI 強大的證明，而是軍方正在依賴自己無法完全掌控的系統，從\u003Ca href=\"\u002Fnews\u002Fthree-multimodal-models-work-in-claude-code-zh\">模型\u003C\u002Fa>行為到雲端基礎設施，再到背後公司本身。\u003C\u002Fp>\u003Ch2>第一個論點\u003C\u002Fh2>\u003Cp>致命決策最怕的不是慢，而是說不清楚誰負責。指揮官可以被追責，規劃人員可以被審計，武器官可以被懲處，但模型無法像人一樣在法律程序中交代自己的推理鏈。只要 Grok 參與目標篩選、優先排序或縮短「分析到開火」的時間，每一次失誤都會同時變成道德問題與法律問題。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781903867710-wz9f.png\" alt=\"五角大廈不該用 Grok 做戰時打擊決策\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這不是抽象風險。若一套系統在 96 小時內支援 2,000 枚彈藥的作戰節奏，代表它已經不只是輔助工具，而是進入作戰節點。當模型的行為受訓練資料、隱藏提示詞與供應商更新影響時，五角大廈就不能一邊宣稱有人類控制，一邊把關鍵判斷交給外部產品。\u003C\u002Fp>\u003Ch2>第二個論點\u003C\u002Fh2>\u003Cp>更大的問題是基礎設施依賴。軍方依賴的不只是模型本身，還包括\u003Ca href=\"\u002Ftag\u002F資料中心\">資料中心\u003C\u002Fa>、電力供應、雲端堆疊與公司持續營運能力。這已經不是單純採購\u003Ca href=\"\u002Fnews\u002Faibox-ax8850-hardware-first-integration-zh\">軟體\u003C\u002Fa>，而是把任務關鍵能力綁在一家私營公司的營運穩定性上。當供應商掌握這些節點，它就對國安有了實質槓桿。\u003C\u002Fp>\u003Cp>現實裡，這種依賴已經出現摩擦。\u003Ca href=\"\u002Ftag\u002Fxai\">xAI\u003C\u002Fa> 的渦輪機排放爭議，正讓其設施與監管、社區衝突綁在一起，而五角大廈卻又主張這些設施對國安至關重要。這不是健康的採購關係，而是把核心能力建立在爭議基礎設施上，再要求法院與監管機關把供應商擴張視為必要條件。\u003C\u002Fp>\u003Ch2>反方可能怎麼說\u003C\u002Fh2>\u003Cp>支持者的論點其實不弱。現代戰爭速度極快、資料量極大、戰場極分散，傳統人工流程已經跟不上。AI 可以更快整合影像、融合情報、找出目標；在勝負取決於反應速度的衝突裡，拒絕高階軟體看起來像是在自我削弱。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781903873760-85q6.png\" alt=\"五角大廈不該用 Grok 做戰時打擊決策\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>他們也會說，問題不在 AI，而在治理。只要每次打擊都由人批准、系統經過測試、指揮鏈完整，AI 就只是決策支援層，和衛星影像、加密通訊沒有本質差別。\u003C\u002Fp>\u003Cp>但這個論點忽略了最重要的一點：五角大廈使用的不是中立工具，而是受商業、政治與營運不穩定因素驅動的供應商。即使名義上由人簽核，只要模型影響了目標選擇、時間判斷或信心評估，它就已經在簽字前改變結果。答案不是全面禁止軍事 AI，而是拒絕任何無法獨立稽核、無法持續驗證、也無法在政府掌控基礎設施上運作的系統。\u003C\u002Fp>\u003Ch2>你能做什麼\u003C\u002Fh2>\u003Cp>如果你是工程師，請把模型推論、紀錄與審批流程設計成可稽核、可移轉、可移除，且不會在供應商抽身時整個崩潰。如果你是 PM 或創辦人，在賣進國防時就把人類授權、紅隊測試、基礎設施獨立性列為產品要求，而不是合規話術。如果你是政策制定者，就對致命決策畫出硬線，並要求公開揭露 AI 用在何處、由誰使用、在什麼安全條件下使用。標準很簡單：AI 可以協助作戰規劃，但不能成為讓戰爭更容易被發動的那個系統。\u003C\u002Fp>","五角大廈不該把戰時目標鎖定與打擊執行交給 Grok，因為這會削弱責任歸屬、放大資安與基礎設施風險，也把速度誤當成判斷力。","www.independent.co.uk","https:\u002F\u002Fwww.independent.co.uk\u002Fnews\u002Fworld\u002Famericas\u002Fus-politics\u002Felon-musk-grok-ai-iran-missiles-pentagon-b2997321.html",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781903867710-wz9f.png","industry","zh","455ece0f-8d88-452a-9efc-5fb6647a8a5f",[17,18,19,20,21,22],"Pentagon","Grok","軍事 AI","戰時打擊","責任歸屬","基礎設施依賴",[24,25,26],"戰時打擊決策不能交給私人聊天機器人，因為責任無法被有效追溯。","軍方依賴的不只是模型，也包括供應商雲端與電力等基礎設施，這會形成國安槓桿。","可接受的軍事 AI 必須可稽核、可驗證、可移除，而且不能碰觸致命決策。",0,"2026-06-19T21:17:18.215115+00:00","2026-06-19T21:17:18.196+00:00","934dbacd-9bb0-45c6-8e73-084b26489646",{"tags":32,"relatedLang":35,"relatedPosts":39},[33],{"name":17,"slug":34},"pentagon",{"id":15,"slug":36,"title":37,"language":38},"pentagon-should-not-use-grok-wartime-targeting-en","The Pentagon should not use Grok for wartime targeting","en",[40,46,52,58,64,70],{"id":41,"slug":42,"title":43,"cover_image":44,"image_url":44,"created_at":45,"category":13},"74ba2476-552e-41cc-be3a-e0a7eef0ff88","2026-msi-daejeon-format-teams-dates-zh","2026 MSI落地大田，格式更新更緊湊","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781911081161-llyh.png","2026-06-19T23:17:36.419773+00:00",{"id":47,"slug":48,"title":49,"cover_image":50,"image_url":50,"created_at":51,"category":13},"517f41ce-15fc-4e6a-ada2-7c44cc2debce","midjourney-medical-scanner-spa-not-clinic-zh","5 個 Midjourney Medical 反轉掃描體驗","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781907472566-njvh.png","2026-06-19T22:17:21.909164+00:00",{"id":53,"slug":54,"title":55,"cover_image":56,"image_url":56,"created_at":57,"category":13},"b40ebccb-7ef1-4cd7-8031-33d6d558f983","midjourney-body-scanner-bad-pivot-ai-brand-zh","Midjourney 的身體掃描器是個糟糕的品牌轉向","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781906564881-fwno.png","2026-06-19T22:02:21.604869+00:00",{"id":59,"slug":60,"title":61,"cover_image":62,"image_url":62,"created_at":63,"category":13},"1570bfba-1886-43c4-a0c6-5ef97b5da551","grok-latest-controversies-regulation-story-zh","5 則 Grok 爭議，已變成監管問題","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781902971533-q3fy.png","2026-06-19T21:02:21.155982+00:00",{"id":65,"slug":66,"title":67,"cover_image":68,"image_url":68,"created_at":69,"category":13},"82982d74-02ac-4638-adf7-fc28d119c252","aibox-ax8850-hardware-first-integration-zh","AIBOX 不是拼軟體，關鍵在把 AX8850 的硬體吃滿","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781900274678-ladh.png","2026-06-19T20:17:23.586922+00:00",{"id":71,"slug":72,"title":73,"cover_image":74,"image_url":74,"created_at":75,"category":13},"d8a73bff-aaa0-45c4-a8e3-a1764a5c01ce","ai-coding-assistant-roi-measured-zh","AI 寫碼助手有 ROI，但前提是你真的去量","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781893067880-82y2.png","2026-06-19T18:17:19.809941+00:00",[77,82,87,92,97,102,107,112,117,122],{"id":78,"slug":79,"title":80,"created_at":81},"ee073da7-28b3-4752-a319-5a501459fb87","ai-in-2026-what-actually-matters-now-zh","2026 AI 真正重要的事","2026-03-26T07:09:12.008134+00:00",{"id":83,"slug":84,"title":85,"created_at":86},"83bd1795-8548-44c9-9a7e-de50a0923f71","trump-ai-framework-power-speech-state-preemption-zh","川普 AI 框架瞄準電力、言論與州權","2026-03-26T07:12:18.695466+00:00",{"id":88,"slug":89,"title":90,"created_at":91},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","2026-03-26T07:14:26.62638+00:00",{"id":93,"slug":94,"title":95,"created_at":96},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 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