[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-public-com-ai-agents-investing-zh":3,"article-related-public-com-ai-agents-investing-zh":31,"series-ai-agent-692d97b1-e976-4a38-9ce8-170f2e61c8e7":81},{"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},"692d97b1-e976-4a38-9ce8-170f2e61c8e7","public-com-ai-agents-investing-zh","Public.com 推出 AI 投資代理","\u003Cp data-speakable=\"summary\">\u003Ca href=\"https:\u002F\u002Fpublic.com\u002Fai-agents\" target=\"_blank\" rel=\"noopener\">Public.com\u003C\u002Fa> 推出免寫程式的 AI 投資\u003Ca href=\"\u002Fnews\u002Ffigma-ai-agent-collaborative-canvas-zh\">代理\u003C\u002Fa>，能在券商帳戶內監控市場、調度現金並直接下單。\u003C\u002Fp>\u003Cp>這次更新把自然語言策略、風控規則與交易執行放進同一個介面，使用者先描述想法，再審核 AI 生成的計畫，最後才啟用代理。Public 把它包裝成內建在平台裡的「agentic brokerage」，不需要 \u003Ca href=\"\u002Ftag\u002Fapi\">API\u003C\u002Fa> key，也不必接第三方\u003Ca href=\"\u002Fnews\u002Fanthropic-buys-stainless-sdk-deal-zh\">工具\u003C\u002Fa>。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>數值\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>支援股票\u003C\u002Ftd>\u003Ctd>9,000+\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>支援加密資產\u003C\u002Ftd>\u003Ctd>40+\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>債券篩選池\u003C\u002Ftd>\u003Ctd>10,000+\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>高收益現金 APY\u003C\u002Ftd>\u003Ctd>3.30%\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Treasury ladder 殖利率\u003C\u002Ftd>\u003Ctd>3.76%\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>IRA 供款配對\u003C\u002Ftd>\u003Ctd>1%\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>發生了什麼\u003C\u002Fh2>\u003Cp>\u003Ca href=\"https:\u002F\u002Fpublic.com\u002Fai-agents\" target=\"_blank\" rel=\"noopener\">AI Agents for Investing\u003C\u002Fa> 讓用戶用一句話建立交易代理。Public 提供的範例包含 covered calls、CPI 對沖、閒置現金自動轉入，以及依技術指標觸發的定期買幣。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779484555718-tw8c.png\" alt=\"Public.com 推出 AI 投資代理\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>操作流程很直接：輸入提示詞，檢視 AI 產生的策略，再決定是否啟用。代理可讀取即時市場資料，在條件成立時執行訂單，並維持在使用者已授權的券商環境內。\u003C\u002Fp>\u003Cp>官方頁面列出的能力範圍很廣，涵蓋股票、ETF、期權、加密貨幣、債券與現金工作流。這代表它不是單一交易機器人，而是把資產配置、進出場與資金調度包成同一套規則引擎。\u003C\u002Fp>\u003Cul>\u003Cli>支援市價單、限價單、單腿與多腿期權、放空\u003C\u002Fli>\u003Cli>可使用 EMA、SMA、RSI、MACD、Bollinger Bands、ATR 等指標\u003C\u002Fli>\u003Cli>可在券商帳戶、債券帳戶與銀行連結餘額間移動現金\u003C\u002Fli>\u003Cli>所有動作都會顯示在 Activity Feed 與 Transaction History\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Public 也先把限制講明，像是 assignment、expiration、tax lots，以及部分資料源仍在補齊。頁面中的一些代理只被標成示意，不一定已經是完整可用流程，這點對想拿來實盤的人很重要。\u003C\u002Fp>\u003Ch2>為什麼重要\u003C\u002Fh2>\u003Cp>對散戶來說，這不是聊天機器人而已，而是把規則交易自動化。你不必自己寫程式，也不必盯盤到深夜，更不用把多個工具串起來才能執行固定策略。\u003C\u002Fp>\u003Cp>這會直接影響平台競爭。當券商 app 從下單工具變成可編程的投資層，產品差異就不再只看手續費，而是看誰能把策略、風控與執行整合得更順。\u003C\u002Fp>\u003Cp>對開發者與量化使用者來說，Public 的做法像是把傳統 API 工作流改寫成自然語言工作流。好處是門檻下降，但代價是可控性、除錯與責任歸屬會更受檢驗，尤其是涉及期權與現金調度時。\u003C\u002Fp>\u003Cp>Public 強調使用者要先審核、再啟用，之後也能暫停或修改代理。問題是，當 AI 真的開始替人跑實盤，大家要信任的是介面上的確認按鈕，還是背後那套執行邏輯？\u003C\u002Fp>\u003Cp>這次\u003Ca href=\"\u002Fnews\u002Fgemini-code-assist-free-standard-enterprise-overview-zh\">上線\u003C\u002Fa>也反映一個方向：券商正在從「幫你成交」走向「幫你決策」。真正的分水嶺，不是 AI 會不會下單，而是投資人願不願意把規則交給它。\u003C\u002Fp>\u003Ch2>補充觀察\u003C\u002Fh2>\u003Cp>Public 的產品設計明顯在對標兩條路線：一條是傳統券商的半自動工具，另一條是 AI 原生的代理式工作流。前者重視功能堆疊，後者重視意圖輸入與自動執行，兩者差距會越來越大。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779484563608-6iel.png\" alt=\"Public.com 推出 AI 投資代理\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>如果這套功能跑得穩，受影響的不只是零售投資產品，還包括理財顧問、機器人投顧與部分量化 SaaS。因為當策略建立成本下降，使用者會更期待「能直接做」而不是「只能提醒你做」。\u003C\u002Fp>\u003Cp>但風險也很清楚：市場波動、資料延遲、錯誤提示詞、以及期權與稅務處理，都可能讓自動化從省時變成踩雷。Public 接下來要證明的，不是 AI 會不會說得像交易員，而是它能不能長期守住交易紀律。\u003C\u002Fp>","Public.com 推出免寫程式的 AI 投資代理，可在券商帳戶內監控市場、調度現金並下單交易，支援股票、ETF、期權、加密貨幣與債券。","public.com","https:\u002F\u002Fpublic.com\u002Fai-agents",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779484555718-tw8c.png","ai-agent","zh","f73d111e-1c5d-4769-b82e-e6d192338fd8",[17,18,19,20,21,22],"Public.com","AI agents","投資","券商","自動交易","散戶",[24,25,26],"Public.com 把自然語言、風控與交易執行整合到券商帳戶內。","這套 AI 代理支援股票、ETF、期權、加密貨幣與債券，並可處理現金調度。","真正的考驗不是功能展示，而是實盤時的穩定性、透明度與責任歸屬。",8,"2026-05-22T21:15:30.502636+00:00","2026-05-22T21:15:30.483+00:00","e3b68196-9e64-4c18-a3b6-a73e73bfb367",{"tags":32,"relatedLang":40,"relatedPosts":44},[33,34,35,37,38],{"name":21,"slug":21},{"name":19,"slug":19},{"name":17,"slug":36},"publiccom",{"name":20,"slug":20},{"name":18,"slug":39},"ai-agents",{"id":15,"slug":41,"title":42,"language":43},"public-com-ai-agents-investing-en","Public.com launches AI agents for investing","en",[45,51,57,63,69,75],{"id":46,"slug":47,"title":48,"cover_image":49,"image_url":49,"created_at":50,"category":13},"45c6e678-8ac7-4881-8096-34703d7db136","yong-langgraph-zuo-chu-dai-li-shi-rag-xi-tong-zh","用 LangGraph 做出代理式 RAG 系統","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781485382723-k7xk.png","2026-06-15T01:02:29.343467+00:00",{"id":52,"slug":53,"title":54,"cover_image":55,"image_url":55,"created_at":56,"category":13},"5478bdd3-1241-4185-858f-345b365b24a8","manus-ai-proves-agents-are-ready-for-real-work-zh","Manus AI 證明代理人已能上工，但定價會決定它的命運","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781444874515-g9dg.png","2026-06-14T13:47:21.276926+00:00",{"id":58,"slug":59,"title":60,"cover_image":61,"image_url":61,"created_at":62,"category":13},"7ea0ef5b-d12c-4b18-b8fd-6ae3de67c296","coinbase-ai-agent-accounts-strict-limits-zh","Coinbase 讓 AI 代理代交易與代支付是對的，但前提是嚴格限權","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781409758550-mjql.png","2026-06-14T04:02:15.334232+00:00",{"id":64,"slug":65,"title":66,"cover_image":67,"image_url":67,"created_at":68,"category":13},"7315dc1e-d3c0-4888-8466-1328e8819be0","peft-llm-fine-tuning-without-full-retraining-zh","PEFT LoRA 微調 LLM 實作指南","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781403475967-xlpz.png","2026-06-14T02:17:26.268208+00:00",{"id":70,"slug":71,"title":72,"cover_image":73,"image_url":73,"created_at":74,"category":13},"5e2ed9f7-4240-429b-97c7-ffd31e4a45ee","llm-research-engineers-post-training-services-zh","LLM研究工程師把後訓練做成服務","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781402598646-2jzs.png","2026-06-14T02:02:46.765352+00:00",{"id":76,"slug":77,"title":78,"cover_image":79,"image_url":79,"created_at":80,"category":13},"09e34016-bbc0-4313-b090-2dbfdd6cf96a","fine-tuning-slms-turns-enterprise-ai-practical-zh","SLM 微調把企業 AI 變可用","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781359406320-5jrq.png","2026-06-13T14:02:55.242488+00:00",[82,87,92,97,102,107,112,117,122,127],{"id":83,"slug":84,"title":85,"created_at":86},"4ae1e197-1d3d-4233-8733-eafe9cb6438b","claude-now-uses-your-pc-to-finish-tasks-zh","Claude 開始幫你操作電腦","2026-03-26T07:20:48.457387+00:00",{"id":88,"slug":89,"title":90,"created_at":91},"5bede67f-e21c-413d-9ab8-54a3c3d26227","googles-2026-ai-agent-report-decoded-zh","Google 2026 AI Agent 報告解讀","2026-03-26T11:15:22.651956+00:00",{"id":93,"slug":94,"title":95,"created_at":96},"2987d097-563f-46c7-b76f-b558d8ef7c2b","kimi-k25-review-stronger-still-not-legend-zh","Kimi K2.5 評測：更強，但還不是神作","2026-03-27T07:15:55.277513+00:00",{"id":98,"slug":99,"title":100,"created_at":101},"95c9053b-e3f4-4cb5-aace-5c54f4c9e044","claude-code-controls-mac-desktop-zh","Claude Code 也能操控 Mac 了","2026-03-28T03:01:58.58121+00:00",{"id":103,"slug":104,"title":105,"created_at":106},"dc58e153-e3a8-4c06-9b96-1aa64eabbf5f","cloudflare-100x-faster-ai-agent-sandbox-zh","Cloudflare 的 AI 沙箱跑超快","2026-03-28T03:09:44.142236+00:00",{"id":108,"slug":109,"title":110,"created_at":111},"1c8afc56-253f-47a2-979f-1065ff072f2a","openai-backs-isara-agent-swarm-bet-zh","OpenAI 挺 Isara 的 agent swarm …","2026-03-28T03:15:27.513155+00:00",{"id":113,"slug":114,"title":115,"created_at":116},"7379b422-576e-45df-ad5a-d57a0d9dd467","openai-plan-automated-ai-researcher-zh","OpenAI 想做自動化 AI 研究員","2026-03-28T03:17:42.090548+00:00",{"id":118,"slug":119,"title":120,"created_at":121},"48c9889e-86df-450b-a356-e4a4b7c83c5b","harness-engineering-ai-agent-reliability-2026-zh","駕馭工程：從「馬具」到「作業系統」，AI Agent 可靠性的終極密碼","2026-03-31T06:42:53.556721+00:00",{"id":123,"slug":124,"title":125,"created_at":126},"96d8e8c8-1edd-475d-9145-b1e7a1b02b65","mcp-explained-from-prompts-to-production-zh","MCP 怎麼把提示詞變工作流","2026-04-01T09:24:39.321274+00:00",{"id":128,"slug":129,"title":130,"created_at":131},"f2ca7720-b471-4ce5-9336-2a9ac2a876fd","amazon-bedrock-agents-multi-agent-workflows-zh","Amazon Bedrock Agents 進入多代理工作流","2026-04-01T09:30:29.945429+00:00"]