[{"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":38,"series-industry-9bccc50e-d1d5-4d39-8946-b67ae010a010":91},{"id":4,"title":5,"content":6,"summary":7,"source":8,"source_url":9,"author":10,"image_url":11,"keywords":12,"language":21,"translated_content":10,"views":22,"is_premium":23,"created_at":24,"updated_at":24,"cover_image":11,"published_at":25,"rewrite_status":26,"rewrite_error":10,"rewritten_from_id":27,"slug":28,"category":29,"related_article_id":30,"status":31,"google_indexed_at":10,"x_posted_at":10,"tweet_text":10,"title_rewritten_at":10,"title_original":10,"key_takeaways":32,"topic_cluster_id":36,"embedding":37,"is_canonical_seed":23},"9bccc50e-d1d5-4d39-8946-b67ae010a010","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",[13,14,15,16,17,18,19,20],"Solana","AI 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