[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-5-signs-solana-ai-agents-producing-output-zh":3,"article-related-5-signs-solana-ai-agents-producing-output-zh":33,"series-industry-9bccc50e-d1d5-4d39-8946-b67ae010a010":86},{"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":25,"views":29,"created_at":30,"published_at":31,"topic_cluster_id":32},"9bccc50e-d1d5-4d39-8946-b67ae010a010","5-signs-solana-ai-agents-producing-output-zh","5 個 Solana AI Agents 輸出訊號","\u003Cp data-speakable=\"summary\">這篇整理 5 個訊號，幫你判斷 \u003Ca href=\"\u002Ftag\u002Fsolana\">Solana\u003C\u002Fa> AI agents 是否已從測試走向可量化輸出。\u003C\u002Fp>\u003Cp>Messari 的 Q1 2026 報告指出，Solana 上的 \u003Ca href=\"\u002Ftag\u002Fai-agent\">AI agent\u003C\u002Fa> 活動已不只是試驗，而是開始留下可量化成果。看完這 5 項，你可以更快判斷哪些訊號代表真實使用，哪些只是概念展示。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>規格 A\u003C\u002Fth>\u003Cth>規格 B\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fplaybabylon.xyz\">PlayBabylon\u003C\u002Fa>\u003C\u002Ftd>\u003Ctd>490,000 trades \u002F 5 天\u003C\u002Ftd>\u003Ctd>1,171 autonomous agents\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fstormrae.ai\">StormRae AI\u003C\u002Fa>\u003C\u002Ftd>\u003Ctd>約 15,000 參與者\u003C\u002Ftd>\u003Ctd>公開 red-team 活動\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fsolana.com\">Solana\u003C\u002Fa> x402 \u002F Stripe MPP\u003C\u002Ftd>\u003Ctd>支付協議相容性\u003C\u002Ftd>\u003Ctd>機器支付基礎設施\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fquantu.ai\">Quantu AI\u003C\u002Fa> \u002F Agent Registry\u003C\u002Ftd>\u003Ctd>鏈上身份系統\u003C\u002Ftd>\u003Ctd>可驗證 agent 身分\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fanagram.xyz\">Anagram\u003C\u002Fa> SolanaClaw Agent\u003C\u002Ftd>\u003Ctd>WhatsApp \u002F Telegram\u003C\u002Ftd>\u003Ctd>聊天介面交易工具\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>1. PlayBabylon 的交易量\u003C\u002Fh2>\u003Cp>Messari 把 PlayBabylon 視為最直接的證據。這款多人遊戲在\u003Ca href=\"\u002Fnews\u002Fvibe-coding-turns-app-ideas-into-crowded-markets-zh\">上線\u003C\u002Fa>後 5 天內，累積 490,000 筆交易，背後有 1,171 個自主 AI agents 參與。這種數字不像測試環境，更像已經開始運轉的使用場景。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779196435559-fdla.png\" alt=\"5 個 Solana AI Agents 輸出訊號\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>它的重要性在於，輸出可以被明確計算：交易數、活躍 agents、達標時間。對一條公鏈來說，這比口號或路線圖更能說明問題。\u003C\u002Fp>\u003Cul>\u003Cli>490,000 筆交易\u003C\u002Fli>\u003Cli>1,171 個自主 agents\u003C\u002Fli>\u003Cli>5 天內達成\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>2. StormRae AI 的公開紅隊測試\u003C\u002Fh2>\u003Cp>StormRae AI 在 Solana 上舉辦公開 red-team 活動，吸引約 15,000 人參與。這不等於交易量，但代表 \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> 生態開始進入更大的公共場域，接受真實互動與壓力測試。\u003C\u002Fp>\u003Cp>對 agent 系統來說，光有\u003Ca href=\"\u002Fnews\u002Fibm-vibe-coding-guide-turns-prompts-into-code-zh\">程式碼\u003C\u002Fa>不夠，還需要回饋、關注與驗證。公開活動能提早暴露弱點，也能測出使用者是否真的願意參與。\u003C\u002Fp>\u003Cul>\u003Cli>公開 red-team 形式\u003C\u002Fli>\u003Cli>約 15,000 名參與者\u003C\u002Fli>\u003Cli>在 Solana 上進行\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>3. SolanaClaw Agent 進入聊天應用\u003C\u002Fh2>\u003Cp>Anagram 團隊推出 SolanaClaw Agent，讓使用者可透過 WhatsApp 與 Telegram 處理 Solana 交易。這代表 agent 不再只存在於加密原生介面，而是進到一般人每天都在用的聊天軟體。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779196430739-htgx.png\" alt=\"5 個 Solana AI Agents 輸出訊號\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這類\u003Ca href=\"\u002Fnews\u002Fanthropic-buys-stainless-sdk-tool-rivals-zh\">工具\u003C\u002Fa>的價值在於降低門檻。當 agent 可以在聊天視窗裡收發交易，工作流程就會從技術操作變成日常操作。\u003C\u002Fp>\u003Ccode>使用範例：\u003Cbr>- 使用者在 Telegram 發出指令\u003Cbr>- Agent 準備 Solana 交易\u003Cbr>- 交易在不離開聊天介面的情況下完成\u003C\u002Fcode>\u003Ch2>4. x402 與 Stripe MPP 支援\u003C\u002Fh2>\u003Cp>Messari 指出，Solana 在 Q1 成為少數同時相容 Stripe Machine Payments Protocol 與 x402 的主要鏈。x402 是為自主 AI agents 設計的開放支付標準，最初由 Coinbase 推出。這讓 Solana 更像機器對機器支付的底層網路。\u003C\u002Fp>\u003Cp>這件事重要，是因為 agents 需要在不經過人類每次批准的情況下，持續支付 \u003Ca href=\"\u002Ftag\u002Fapi\">API\u003C\u002Fa>、服務與存取權限。支付基礎設施，決定了 agent 能不能長時間運作。\u003C\u002Fp>\u003Cul>\u003Cli>Q1 新增 Stripe MPP 相容性\u003C\u002Fli>\u003Cli>x402 生態擴展到多家供應商\u003C\u002Fli>\u003Cli>QuickNode 推出開源 USDC 套件\u003C\u002Fli>\u003Cli>Alchemy 在 API 中加入 x402 類功能\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>5. Agent Registry 的可驗證身分\u003C\u002Fh2>\u003Cp>Solana Foundation 在 3 月與 Quantu AI 推出鏈上 Agent Registry，目標是替 AI agents 建立標準化、可驗證的身分。當其他系統要辨識鏈上行為時，就能知道是誰在執行。\u003C\u002Fp>\u003Cp>身分是自動化商務的基本條件。沒有身分，agents 就更難被信任、追蹤，也更難接進需要權限或聲譽機制的流程。\u003C\u002Fp>\u003Cul>\u003Cli>3 月推出\u003C\u002Fli>\u003Cli>與 Quantu AI 合作\u003C\u002Fli>\u003Cli>提供標準化鏈上身分\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>怎麼挑\u003C\u002Fh2>\u003Cp>如果你要找最強的輸出證據，先看 PlayBabylon 的交易數。若你更在意生態是否成熟，則應該看支付標準與 Agent Registry，因為這些是讓 agent 活動從單一應用擴張到更大系統的關鍵。\u003C\u002Fp>\u003Cp>若要判斷 Solana AI agents 是否真的進入實用階段，最值得追的不是單一案例，而是同一季裡同時出現使用量、工具與基礎設施。這表示它們已經開始產生可比較、可追蹤、可擴散的輸出。\u003C\u002Fp>","5 個 Q1 訊號顯示 Solana AI agents 已從測試走向可量化輸出，包括 49 萬筆交易與新支付基礎設施。","beincrypto.com","https:\u002F\u002Fbeincrypto.com\u002Fsolana-ai-agents-messari-q1-report\u002F",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779196435559-fdla.png","industry","zh","c6414dbc-1369-450d-96bb-c5146e73920e",[17,18,19,20,21,22,23,24],"Solana","AI agents","Messari","Q1 2026","PlayBabylon","x402","Stripe MPP","Agent Registry",[26,27,28],"490,000 筆交易是最直接的輸出證據。","支付標準與身份系統代表 agent 開始具備可擴張的基礎設施。","聊天應用與公開紅隊活動顯示 agent 正進入更真實的使用場景。",3,"2026-05-19T13:13:23.064517+00:00","2026-05-19T13:13:22.99+00:00","0d414536-6cd5-43c2-937a-4aea05b80237",{"tags":34,"relatedLang":45,"relatedPosts":49},[35,37,39,41,43],{"name":19,"slug":36},"messari",{"name":17,"slug":38},"solana",{"name":21,"slug":40},"playbabylon",{"name":20,"slug":42},"q1-2026",{"name":18,"slug":44},"ai-agents",{"id":15,"slug":46,"title":47,"language":48},"5-signs-solana-ai-agents-producing-output-en","5 signs Solana AI agents are producing output","en",[50,56,62,68,74,80],{"id":51,"slug":52,"title":53,"cover_image":54,"image_url":54,"created_at":55,"category":13},"a1119341-06e2-47ed-95f0-192f89c277a7","sec-draft-plan-puts-crypto-rules-first-zh","SEC草案把加密規則排第一","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780534108464-yi2d.png","2026-06-04T00:48:00.749142+00:00",{"id":57,"slug":58,"title":59,"cover_image":60,"image_url":60,"created_at":61,"category":13},"87a8a5d1-7284-4c58-aa53-9f353d5a2800","why-jensen-huang-keynote-bigger-than-nvidia-zh","為什麼 Jensen Huang 的 keynote 比 Nvidia 更重要","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780530468418-zi6e.png","2026-06-03T23:47:22.014083+00:00",{"id":63,"slug":64,"title":65,"cover_image":66,"image_url":66,"created_at":67,"category":13},"b5d4728c-ee2a-4df6-93c2-42e814d51ea1","why-smci-rally-is-about-supply-not-just-ai-zh","為什麼 SMCI 的漲勢主要是供給故事，不只是 Agentic AI","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780529579886-q16r.png","2026-06-03T23:32:28.626882+00:00",{"id":69,"slug":70,"title":71,"cover_image":72,"image_url":72,"created_at":73,"category":13},"6321e31d-d862-4666-b105-cd24c26d6f5a","nvidia-huang-ai-boom-agent-demand-zh","黃仁勳：AI 代理需求撐起晶片行情","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780528669292-jtux.png","2026-06-03T23:17:26.844843+00:00",{"id":75,"slug":76,"title":77,"cover_image":78,"image_url":78,"created_at":79,"category":13},"c15e2bff-fceb-4990-bb15-197233a20c5c","arms-windows-on-arm-pitch-turns-into-a-playbook-zh","Arm 的 Windows on Arm 變成轉場模板","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780527800667-z8yc.png","2026-06-03T23:02:51.413117+00:00",{"id":81,"slug":82,"title":83,"cover_image":84,"image_url":84,"created_at":85,"category":13},"944aacaa-7f1b-4a11-8390-768b2a89c607","anthropic-partner-network-enterprise-ready-zh","Anthropic 讓夥伴網路變企業級","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780524191103-89dy.png","2026-06-03T22:02:45.952347+00:00",[87,92,97,102,107,112,117,122,127,132],{"id":88,"slug":89,"title":90,"created_at":91},"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":93,"slug":94,"title":95,"created_at":96},"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":98,"slug":99,"title":100,"created_at":101},"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":103,"slug":104,"title":105,"created_at":106},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","2026-03-26T07:22:52.325888+00:00",{"id":108,"slug":109,"title":110,"created_at":111},"bd903b15-2473-4178-9789-b7557816e535","openclaw-raises-hard-question-for-ai-models-zh","OpenClaw 逼問 AI 模型價值","2026-03-26T07:24:54.707486+00:00",{"id":113,"slug":114,"title":115,"created_at":116},"eeac6b9e-ad9d-4831-8eec-8bba3f9bca6a","gap-google-gemini-checkout-fashion-search-zh","Gap 把結帳搬進 Gemini","2026-03-26T07:28:23.937768+00:00",{"id":118,"slug":119,"title":120,"created_at":121},"0740e53f-605d-4d57-8601-c10beb126f3c","google-pushes-gemini-transition-to-march-2026-zh","Google 把 Gemini 轉換延到 2026 年 3…","2026-03-26T07:30:12.825269+00:00",{"id":123,"slug":124,"title":125,"created_at":126},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":128,"slug":129,"title":130,"created_at":131},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 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