[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-prompt-injection":3},{"tag":4,"articles":11,"peer_article_count":87},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"de1cb540-8187-411e-8658-339ee4cd5fcf","prompt injection","prompt-injection",5,"提示注入是指把惡意指令藏進文件、網頁、日誌或工具回傳內容，誘使 LLM 或代理偏離原本任務。它和 MCP、桌面操控、外掛與 agent traces 都相關，重點在權限邊界、資料隔離與可觀測性。","Prompt injection is the class of attacks where hidden instructions in documents, web pages, logs, or tool outputs steer an LLM or agent away from its intended task. It matters for MCP, desktop control, plugins, and trace analysis because trust boundaries, isolation, and monitoring decide what an agent can safely do.",[12,21,29,36,43,51,58,65,72,79],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"637c3016-e364-4bfe-904e-5e60a18ed678","prompt-injection-ai-security-problem-zh","Prompt injection 已是 AI 資安問題","Prompt injection 會用隱藏文字操控 LLM。近期測試顯示，像 DeepSeek-R1 這類模型，仍可能在注入攻擊下失手。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782716580916-m1nm.png","zh","2026-06-29T07:02:36.173749+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"caea04da-9e30-4eb8-bb08-2ac3afc4f09e","gemini-35-flash-computer-use-safeguards-zh","Gemini 3.5 Flash 讓你寫電腦操作腳本","拆 Gemini 3.5 Flash 的 computer use、prompt injection 防護，最後給你可直接套用的工作流模板。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782681504454-c1ly.png","2026-06-28T21:17:56.883563+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":26,"image_url":34,"cover_image":34,"language":19,"created_at":35},"e5736736-5521-417d-a5fe-5781a683612d","openclaw-fixes-block-agent-phishing-zh","OpenClaw 修補讓代理別再被釣魚","拆解 OpenClaw 怎麼被釣到執行程式與外洩資料，並整理我會直接上線的防線與模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781890402962-y5vh.png","2026-06-19T17:32:54.039643+00:00",{"id":37,"slug":38,"title":39,"summary":40,"category":26,"image_url":41,"cover_image":41,"language":19,"created_at":42},"2cec5115-00ba-4406-bdce-8510151060e5","openclaw-247000-stars-47700-forks-zh","OpenClaw 24.7萬星爆紅","OpenClaw 以 24.7 萬 GitHub stars、4.77 萬 forks 竄紅，從訊息機器人變成熱門 AI agent，也把權限、安全與治理問題推上檯面。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779413149174-svvn.png","2026-05-22T01:25:25.792918+00:00",{"id":44,"slug":45,"title":46,"summary":47,"category":48,"image_url":49,"cover_image":49,"language":19,"created_at":50},"b853a25a-5039-4591-9b0e-be17cc540ab7","prompt-engineering-vague-asks-usable-outputs-zh","Prompt engineering 讓模糊需求變可用輸出","我把 prompt engineering 拆成可直接抄的幾個寫法：怎麼寫約束、塞例子、控上下文，還有一份可貼進工作流的模板。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779340603269-p7eo.png","2026-05-21T05:15:54.226005+00:00",{"id":52,"slug":53,"title":54,"summary":55,"category":17,"image_url":56,"cover_image":56,"language":19,"created_at":57},"23a3d4c7-5cb7-40ae-a05b-1542364e786f","ibm-prompt-guide-turns-ai-guesses-into-outputs-zh","IBM 提示指南把猜答案變輸出","我把 IBM 的 prompt guide 拆成可直接上手的寫法，重點是怎麼把模糊提問改成可控輸出。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779132863293-etob.png","2026-05-18T19:33:55.711767+00:00",{"id":59,"slug":60,"title":61,"summary":62,"category":17,"image_url":63,"cover_image":63,"language":19,"created_at":64},"ee5ca32b-f4b7-4034-946b-6dad7e99795c","llm-overview-manipulation-biases-zh","LLM 搜尋摘要也會被操弄","這篇研究指出，LLM 搜尋摘要的選源是相對比較，不是看單一來源好壞；一旦上下文被污染，結果就可能偏掉，甚至變得有害。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778052652671-v5zs.png","2026-05-06T07:30:30.465812+00:00",{"id":66,"slug":67,"title":68,"summary":69,"category":17,"image_url":70,"cover_image":70,"language":19,"created_at":71},"11436f62-9a94-43ce-82ed-2f1fec5d79ee","cloudflare-ai-code-review-prompt-injection-zh","Cloudflare 揭露 AI 程式碼審查可被騙","Cloudflare 測試 7 個 AI 模型後發現，隱藏註解可讓程式碼審查誤判，大片檔案的偵測率甚至掉到 12%。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777873854563-nb4y.png","2026-05-04T05:50:32.359808+00:00",{"id":73,"slug":74,"title":75,"summary":76,"category":48,"image_url":77,"cover_image":77,"language":19,"created_at":78},"b8d8ec05-dd94-4c90-bd64-fe0653227ed6","supabase-mcp-ai-projects-zh","Supabase MCP 讓 AI 直連專案","Supabase MCP 讓 AI 透過標準協定連到專案、資料庫、日誌與 Edge Functions，還能用 read-only 與專案範圍控管權限。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775093536774-5myr.png","2026-04-02T01:30:33.683508+00:00",{"id":80,"slug":81,"title":82,"summary":83,"category":26,"image_url":84,"cover_image":85,"language":19,"created_at":86},"95c9053b-e3f4-4cb5-aace-5c54f4c9e044","claude-code-controls-mac-desktop-zh","Claude Code 也能操控 Mac 了","Claude Code 進入 Mac 桌面操控模式。它能點擊、捲動、開啟 App，先給 Claude Pro 與 Max 用戶測試，但 Anthropic 也坦白說，這功能慢、也更容易出錯。",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774499901905-7pof.png","2026-03-28T03:01:58.58121+00:00",10]