[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-ai-agents-web3-strict-controls-not-hype-zh":3,"article-related-ai-agents-web3-strict-controls-not-hype-zh":31,"series-blockchain-4c16eb0c-dea3-4182-b6c8-ca9dffa20afb":78},{"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},"4c16eb0c-dea3-4182-b6c8-ca9dffa20afb","ai-agents-web3-strict-controls-not-hype-zh","AI agents 在 Web3 需要嚴格控管，不該先追捧","\u003Cp data-speakable=\"summary\">\u003Ca href=\"\u002Ftag\u002Fai-agents\">AI agents\u003C\u002Fa> 在 \u003Ca href=\"\u002Fnews\u002Fai-web3-equal-rules-not-special-gates-zh\">Web3\u003C\u002Fa> 只有在花費、簽署與存取權限被嚴格控管時才有價值。\u003C\u002Fp>\u003Cp>我站在反對「全自動 \u003Ca href=\"\u002Ftag\u002Fweb3\">Web3\u003C\u002Fa> \u003Ca href=\"\u002Ftag\u002Fai-agent\">AI agent\u003C\u002Fa>」這邊。它可以做助理，但不能先被當成獨立經濟主體；一旦 agent 能直接簽交易、動用錢包、呼叫合約，它就不再只是介面，而是會立刻承擔真實財務風險的行為者。區塊鏈不會替你修正錯誤，反而會把錯誤永久記錄下來。\u003C\u002Fp>\u003Ch2>第一個論點：Web3 真的給了 agent 權力，所以必須先設硬限制\u003C\u002Fh2>\u003Cp>AI \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> 在 Web3 的吸引力很直接：它能讀鏈上狀態、呼叫智能合約、管理錢包、協調多步驟操作。這對 treasury 調度、\u003Ca href=\"\u002Ftag\u002Fdefi\">DeFi\u003C\u002Fa> 執行、合規檢查、資安監控都很有幫助。但權力一旦放大，風險也同步放大。只要一個錢包給了過寬授權，automation 就不再是效率工具，而是損失入口。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782581571987-rai5.png\" alt=\"AI agents 在 Web3 需要嚴格控管，不該先追捧\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>工程上的失敗模式也不是抽象概念。nonce 管理不當會造成交易替換錯誤，角色權限沒先配置好會讓合約呼叫 revert，chain ID 判斷錯誤甚至可能把價值送到錯的網路。這些都是 Web3 團隊很熟悉的問題，但 agent 會把它們放大，因為它提高了操作頻率，也提高了執行速度。正確做法不是禁止 agent，而是把 reasoning 和 signing 分開，並在任何交易送出前強制執行 chain 檢查、function allowlist、spend cap 與撤銷機制。\u003C\u002Fp>\u003Ch2>第二個論點：最好的場景是受監督自動化，不是完全自治\u003C\u002Fh2>\u003Cp>AI agent 真正有價值的地方，是在規則清楚、風險可分級的流程裡減少重複勞動。以 DeFi 投組再平衡為例，agent 可以比人更快比較路由、估算 EIP-1559 gas、監測流動性，並先產生建議動作。合規場景也一樣，agent 可以先標記可疑錢包、聚類地址、整理證據包，交給人做最後判斷。資安場景中，它可以盯住特權角色變更或 proxy upgrade，提早發出警報。\u003C\u002Fp>\u003Cp>這些案例之所以成立，是因為它們適合分層自治。低風險行為可以自動執行，高風險決策則留在人類核准之後。這比假設 LLM 能端到端安全管理一切更務實，也更符合 account abstraction 與 smart accounts 的方向。session key、spending limit、scoped permission 這些設計，本來就是為了讓委派執行變得可控。Web3 不需要更會聊天的 bot，它需要能在嚴格邊界內行動的軟體。\u003C\u002Fp>\u003Ch2>反方可能怎麼說\u003C\u002Fh2>\u003Cp>支持完全自治 agent 的人有一個很強的論點：Web3 本來就是可程式化資產、開放 API、可驗證狀態的\u003Ca href=\"\u002Fnews\u002Fworld-action-models-robotics-second-bet-zh\">世界\u003C\u002Fa>，所以它天然適合讓軟體自己行動。財庫 agent 可以比委員會更快完成穩定幣再平衡，交易 agent 可以在幾秒內回應市場變化，治理 agent 可以摘要提案、追蹤投票、執行已核准動作，不必等辦公時間。既然整個系統都是 code，加入 agent 看起來就是下一步。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782581566869-01e0.png\" alt=\"AI agents 在 Web3 需要嚴格控管，不該先追捧\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這個判斷有一半是對的：機會確實存在，而且 Web3 的結構也確實比傳統金融更適合機器操作。但結論錯在把「可程式化」等同於「可放手」。鏈上紀錄透明，不代表失誤可被抹平；它只代表失誤會永久存在。監管仍然要求交易、制裁篩查、資料處理與財庫控管的責任歸屬，資安也仍然依賴金鑰管理、prompt injection 防禦與最小授權。真正的答案不是拒絕自治，而是把自治限制在政策內，讓 agent 最多只能優化流程，不能自己改寫規則。\u003C\u002Fp>\u003Ch2>你能做什麼\u003C\u002Fh2>\u003Cp>如果你是工程師，把 agent 做成雙層架構：LLM 或 planner 只負責提出動作，deterministic policy engine 負責在簽署前檢查 chain、合約、金額、函式與權限。如果你是 PM 或創辦人，先從 read-only 流程開始，再往低金額動作推進，搭配 spend cap、allowlist、multisig review 與完整 log。先在失敗成本低的\u003Ca href=\"\u002Fnews\u002Fmidjourney-medical-spa-pivot-credibility-test-zh\">測試\u003C\u002Fa>網驗證，並把每一次 agent 決策都當成 audit event。Web3 裡真正會贏的產品，不是動作最快的，而是能安全地行動、解釋、停下來的那一個。\u003C\u002Fp>","AI agents 在 Web3 只有在花費、簽署與存取權限被嚴格控管時才有價值；把它們當成全自動經濟主體，風險會直接變成資產損失。","www.blockchain-council.org","https:\u002F\u002Fwww.blockchain-council.org\u002Fweb-3\u002Fai-agents-with-web3-transforming-decentralized-systems\u002F",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782581571987-rai5.png","blockchain","zh","de03413d-5dee-499a-9556-af97795ac685",[17,18,19,20,21,22],"Web3","AI agents","smart accounts","spending limits","access control","autonomy",[24,25,26],"AI agents 在 Web3 只能做受監督的執行者，不能先當成完全自治的經濟主體。","最重要的設計是把推理與簽署分離，並在送出交易前做嚴格政策檢查。","真正可落地的場景是分層自治：低風險自動化，高風險動作保留人工核准。",0,"2026-06-27T17:32:20.531918+00:00","2026-06-27T17:32:20.527+00:00","fa269aff-1e48-4a82-8296-03d51015ee08",{"tags":32,"relatedLang":37,"relatedPosts":41},[33,35],{"name":17,"slug":34},"web3",{"name":18,"slug":36},"ai-agents",{"id":15,"slug":38,"title":39,"language":40},"ai-agents-web3-strict-controls-not-hype-en","AI agents in Web3 need strict controls, not hype","en",[42,48,54,60,66,72],{"id":43,"slug":44,"title":45,"cover_image":46,"image_url":46,"created_at":47,"category":13},"b3c028fd-b47d-4a7c-9a1a-b599c0c7b638","defi-crash-problem-cleaner-fix-zh","DeFi 崩盤時的清算怎麼少一點","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782563598855-r9x2.png","2026-06-27T12:32:47.945515+00:00",{"id":49,"slug":50,"title":51,"cover_image":52,"image_url":52,"created_at":53,"category":13},"30c1ef52-0220-47c5-af1b-4648f18c1ec8","ai-agents-will-do-more-for-web3-than-wallets-ever-did-zh","AI 代理人會比錢包更能推動 Web3 普及","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782557272166-0hhu.png","2026-06-27T10:47:22.122076+00:00",{"id":55,"slug":56,"title":57,"cover_image":58,"image_url":58,"created_at":59,"category":13},"6125d1c1-cbf3-43ad-8a14-f04ae85ceaaf","spcx30b-press-release-theater-ai-crypto-product-zh","SPCX30B 看起來像發布會戲法，不像真的 AI-crypto 產品","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782556362281-hehl.png","2026-06-27T10:32:17.815927+00:00",{"id":61,"slug":62,"title":63,"cover_image":64,"image_url":64,"created_at":65,"category":13},"5809d055-27ea-472a-9e00-fceeade9a007","moneygram-solana-validator-infrastructure-not-marketing-zh","MoneyGram 的 Solana 驗證節點是基礎設施，不是行銷","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782442067875-tu4p.png","2026-06-26T02:47:19.874962+00:00",{"id":67,"slug":68,"title":69,"cover_image":70,"image_url":70,"created_at":71,"category":13},"1de337be-1a1b-46a0-b33e-03f4a9f5ed22","moneygram-on-solana-turns-payments-into-rails-zh","MoneyGram 讓支付變成 rails","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782441197952-8qk0.png","2026-06-26T02:32:48.256339+00:00",{"id":73,"slug":74,"title":75,"cover_image":76,"image_url":76,"created_at":77,"category":13},"abd0f5e4-45df-4e96-8e97-9ff15c84ddc2","cryptojobslist-remote-web3-jobs-guide-zh","CryptoJobsList 讓遠端職缺變成地圖","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782388113171-nbb3.png","2026-06-25T11:47:56.454726+00:00",[79,84,89,94,99,104,109,114,119,124],{"id":80,"slug":81,"title":82,"created_at":83},"e1b4b518-f86b-410c-8c82-8cfb787ff2ef","moonpay-open-wallet-standard-ai-payments-zh","MoonPay 推 OWS，瞄準 AI 付款","2026-03-28T03:08:33.379969+00:00",{"id":85,"slug":86,"title":87,"created_at":88},"e72bae29-ddbd-437b-aaa4-cd662605394b","next-gen-crypto-simulators-ai-web3-training-zh","新一代加密模擬器更聰明了","2026-04-01T09:36:33.917023+00:00",{"id":90,"slug":91,"title":92,"created_at":93},"b8e39b58-6b9d-4714-92d3-26df18a3e0f4","rtk-cuts-claude-code-token-spend-zh","RTK 讓 Claude Code 少燒 Token","2026-04-01T10:24:29.259497+00:00",{"id":95,"slug":96,"title":97,"created_at":98},"7ff10146-4ca0-4670-a02c-384dde04f610","trm-labs-ai-agents-crypto-investigations-zh","TRM Labs 將 AI agent 帶進加密調查","2026-04-01T10:33:30.166266+00:00",{"id":100,"slug":101,"title":102,"created_at":103},"00668dea-9f0e-4019-b861-03817d5a8877","how-web3-marketing-changed-in-2026-zh","2026 Web3 行銷怎麼變了","2026-04-02T01:36:34.973322+00:00",{"id":105,"slug":106,"title":107,"created_at":108},"e7992274-42ee-40bc-bb05-97250098c56c","ai-agentic-defi-web3-grants-march-2026-zh","AI、Agentic DeFi 與 Web3 補助案","2026-04-02T05:51:36.857954+00:00",{"id":110,"slug":111,"title":112,"created_at":113},"5cef810b-af3d-467a-8b41-627769eca895","why-crypto-is-fixated-on-ai-agents-zh","為何加密圈盯上 AI Agent","2026-04-02T05:54:28.919864+00:00",{"id":115,"slug":116,"title":117,"created_at":118},"d30e6203-d522-41a1-b529-fcf4499cd985","web3-explained-what-it-is-why-it-matters-zh","Web3 是什麼，為何重要","2026-04-02T06:15:32.580114+00:00",{"id":120,"slug":121,"title":122,"created_at":123},"f29e65ae-64df-463b-ba22-afd9dcbd0f8f","trust-wallet-agent-kit-ai-trade-25-chains-zh","Trust Wallet 讓 AI 幫你交易","2026-04-02T06:27:33.183404+00:00",{"id":125,"slug":126,"title":127,"created_at":128},"91022b4c-b53e-4c18-abfe-914a8eca6e28","blockchain-in-ai-real-use-cases-zh","區塊鏈加 AI，真實落地在哪裡","2026-04-02T06:30:44.026286+00:00"]