{"id":4894,"date":"2026-05-16T15:01:07","date_gmt":"2026-05-16T07:01:07","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/05\/16\/%e9%87%8d%e7%94%9f%e4%b9%8b%e6%88%91%e5%9c%a8ai%e6%97%b6%e4%bb%a3%e5%bd%93%e8%80%81%e6%9d%bf%ef%bc%9a%e8%ae%a9%e4%b8%80%e7%be%a4agent%e4%ba%92%e7%9b%b8pua\/"},"modified":"2026-05-16T15:01:07","modified_gmt":"2026-05-16T07:01:07","slug":"%e9%87%8d%e7%94%9f%e4%b9%8b%e6%88%91%e5%9c%a8ai%e6%97%b6%e4%bb%a3%e5%bd%93%e8%80%81%e6%9d%bf%ef%bc%9a%e8%ae%a9%e4%b8%80%e7%be%a4agent%e4%ba%92%e7%9b%b8pua","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/05\/16\/%e9%87%8d%e7%94%9f%e4%b9%8b%e6%88%91%e5%9c%a8ai%e6%97%b6%e4%bb%a3%e5%bd%93%e8%80%81%e6%9d%bf%ef%bc%9a%e8%ae%a9%e4%b8%80%e7%be%a4agent%e4%ba%92%e7%9b%b8pua\/","title":{"rendered":"\u91cd\u751f\u4e4b\u6211\u5728AI\u65f6\u4ee3\u5f53\u8001\u677f\uff1a\u8ba9\u4e00\u7fa4Agent\u4e92\u76f8PUA"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/0f77cc71a2cf15d45f27e35022d6e580.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/0f77cc71a2cf15d45f27e35022d6e580.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u91cd\u751f\u4e4b\u6211\u5728AI\u65f6\u4ee3\u5f53\u8001\u677f\uff1a\u8ba9\u4e00\u7fa4Agent\u4e92\u76f8PUA\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/9f01142d80e670173ca8897211910570.jpeg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/9f01142d80e670173ca8897211910570.jpeg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u91cd\u751f\u4e4b\u6211\u5728AI\u65f6\u4ee3\u5f53\u8001\u677f\uff1a\u8ba9\u4e00\u7fa4Agent\u4e92\u76f8PUA\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/e6ff3e14eaa1e89ce57b2a90ce8ff504.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/e6ff3e14eaa1e89ce57b2a90ce8ff504.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u91cd\u751f\u4e4b\u6211\u5728AI\u65f6\u4ee3\u5f53\u8001\u677f\uff1a\u8ba9\u4e00\u7fa4Agent\u4e92\u76f8PUA\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/7993121ec544c952ae2b7469dd7bdda2.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/05\/7993121ec544c952ae2b7469dd7bdda2.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u91cd\u751f\u4e4b\u6211\u5728AI\u65f6\u4ee3\u5f53\u8001\u677f\uff1a\u8ba9\u4e00\u7fa4Agent\u4e92\u76f8PUA\"\/><\/div><\/figure>\n<p>Jay \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>\u7ec8\u4e8e\uff0c\u4e0d\u7528\u4e00\u76f4\u5bf9AI\u8bf4\u300c\u7ee7\u7eed\u300d\u4e86\u2026\u2026<\/p>\n<p>\u521a\u521a\uff0cMiniMax\u63a8\u51fa\u4e86\u65b0Agent\u3002<\/p>\n<p>Mavis\uff0cMiniMax as a Jarvis\u3002<\/p>\n<p>\u6709\u610f\u601d\u7684\u540d\u5b57\u3002<\/p>\n<p>\u60f3\u4e86\u89e3\u4e00\u4e0b\uff0c\u4f46\u6709\u70b9\u61d2\uff0c\u4e0d\u592a\u60f3\u770b\u6280\u672fblog\u3002<\/p>\n<p>\u6b63\u597d\u6700\u8fd1\u4e0d\u662f\u6d41\u884c\u7528AI\u505aHTML\u5417\uff0c\u6211\u5c31\u7ed9\u5b83\u4e22\u4e86\u8fd9\u4e48\u4e00\u4e2a\u4efb\u52a1\uff1a<\/p>\n<p>\u57fa\u4e8eMavis\u7684blog\uff0c\u505a\u4e00\u4e2a\u80fd\u653e\u8fdb\u6587\u7ae0\u5c55\u793a\u7684HTML\u4e13\u9898\u9875\u3002<\/p>\n<p>\u5bf9\uff0c\u5c31\u8fd9\u4e48\u4e00\u53e5\u8bdd\uff0c\u6ca1\u548b\u8ba4\u771f\u60f3prompt\u3002<\/p>\n<p>\u7136\u540e\u8d81\u5b83\u5728\u601d\u8003\uff0c\u6211\u53bb\u5348\u7761\u4e86\u3002\u60f3\u7740\u7761\u9192\u518d\u7ed9feedback\u3002<\/p>\n<p>\u7ed3\u679c\u6211\u8d77\u6765\uff0c\u6253\u5f00\u4e00\u770b\uff0c\u53d1\u73b0\u5b83\u7adf\u7136\u56de\u4e86\u4e00\u53e5\uff1a<\/p>\n<p>\u5b8c\u6210\u4e86\u3002<\/p>\n<p>\u4e0d\u662f\uff1f\uff1f<\/p>\n<p>\u4ece\u6536\u5230Prompt\u5230\u4ea4\u4ed8\uff0c\u5b8c\u5168\u6ca1\u505c\uff0c\u4e00\u53e3\u6c14\u8dd1\u4e86\u6574\u657428\u5206\u949f\u3002<\/p>\n<p>\u771f\u5c31\u4ea4\u4ed8\u7684HTML\uff0c\u56fe\u6587\u5e76\u8302\u80fd\u4ea4\u4e92\u7684\u90a3\u79cd\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u6211\u4e00\u779f\u4fa7\u8fb9\u680f\uff0c\u4e0d\u5bf9\u52b2\u3002<\/p>\n<p>\u600e\u4e48\u5192\u51fa\u6765\u8fd9\u4e48\u591a\u5bf9\u8bdd\u6846\uff1f\uff1f<\/p>\n<p>\u6211\u8bb0\u5f97\u6211\u5c31\u5f00\u4e86\u4e00\u4e2a\u554a\uff1f\uff1f\uff1f<\/p>\n<p>\u70b9\u8fdb\u53bb\u770b\u624d\u53d1\u73b0\uff0c\u539f\u6765\u8fd9\u90fd\u662fMavis\u81ea\u5df1\u7ec4\u7684\u56e2\u961f\u3002\u5b83\u4eec\u4e00\u76f4\u5728\u5185\u90e8\u4ea4\u6d41\u3001\u5f00\u4f1a\u3001\u5206\u914d\u4efb\u52a1\u2026\u2026<\/p>\n<p>\u8bf4\u771f\u7684\uff0c\u8fd9\u4e00\u4e0b\uff0c\u7ec8\u4e8e\u4f53\u4f1a\u5230\u4e86\u5f53\u8001\u677f\u7684\u611f\u89c9\u3002<\/p>\n<p>\u4f7f\u5524\u4eba\u592a\u723d\u4e86\u3002\u66f4\u522b\u8bf4\u4f7f\u5524\u8fd9\u4e48\u591a\u4eba\uff0c\u8fd8\u53ef\u4ee5\u8ba9Mavis\u5531\u7ea2\u8138\uff0c\u5e2e\u6211PUA\u3002<\/p>\n<p>\uff08bushi\uff09<\/p>\n<p>\u8fd9\u662fMiniMax\u5168\u65b0\u7684Agent\u4ea7\u54c1\u3002<\/p>\n<p>\u4e25\u8c28\u70b9\u8bf4\uff0c\u662f\u4e00\u7fa4Agent\u3002<\/p>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u6211\u81ea\u5df1\u90fd\u89c9\u5f97\u6700\u5f00\u59cb\u7ed9\u7684\u8fd9\u4e2aprompt\uff0c\u6709\u70b9\u300c\u4e0d\u8d1f\u8d23\u4efb\u300d\u3002<\/p>\n<p>\u53ea\u7ed9\u4e86\u4e00\u4e2a\u76ee\u6807\uff0c\u6ca1\u6709\u7ed9\u6bcf\u4e00\u6b65\u7684\u5177\u4f53\u6307\u4ee4\u3002<\/p>\n<p>\u5982\u679c\u6309\u7167\u6b63\u5e38\u7684\u4e60\u60ef\uff0c\u6211\u4e00\u822c\u4f1a\u8ddfAI\u53cd\u590d\u6c9f\u901a\u5f88\u591a\u6b21\uff0c\u7cbe\u7814\u7ec6\u7422\uff0c\u6700\u540e\u8ba9\u5b83\u751f\u6210\u4e00\u4efd\u5b8c\u6574\u7684Plan\u3002<\/p>\n<p>\u4f46\u51fa\u4e4e\u610f\u6599\u7684\u662f\uff0c\u8fd9\u6b21\u771f\u5c31One Take\uff0c\u5565\u989d\u5916\u7684\u6307\u793a\u90fd\u6ca1\u6709\u7ed9\uff0c\u6700\u540e\u5c31\u62ff\u5230\u7ed3\u679c\u4e86\u3002<\/p>\n<p>\u6211\u53bb\u770b\u4e86\u770b\u535a\u5ba2\uff0c\u53d1\u73b0\u5176\u4e2d\u7684\u79d8\u8bc0\u5728\u4e8eAgent Team\u3002<\/p>\n<p>\u5565\u662fAgent Team\uff1f<\/p>\n<p>\u5176\u5b9e\u5c31\u662f\u56e2\u961f\u5206\u5de5\uff0cMavis\u8fd9\u6709\u4e09\u4e2a\u89d2\u8272\uff1aLeader\u8d1f\u8d23\u7edf\u7b79\u5168\u5c40\uff0cWorker\u8d1f\u8d23\u5177\u4f53\u6267\u884c\uff0cVerifier\u8d1f\u8d23\u9a8c\u6536\u8d28\u91cf\u3002<\/p>\n<p>\u6bd4\u5982\u8fd9\u4e2a\u53ebMavis\u7684\uff0c\u5c31\u662fLeader\uff0c\u5b83\u662f\u6211\u7684\u7b2c\u4e00\u8bdd\u4e8b\u4eba\uff0c\u4f1a\u6307\u6325\u5176\u4ed6Agent\u5e72\u6d3b\u3002<\/p>\n<p>\u6ca1\u60f3\u5230\u554a\u6ca1\u60f3\u5230\uff0c\u7845\u57fa\u751f\u7269\u4e5f\u73a9\u8d77\u300c\u4e0a\u4e0b\u7ea7\u300d\u8fd9\u4e00\u5957\u4e86\u3002<\/p>\n<p>\u8fd9\u6837\u6700\u5927\u7684\u4e00\u4e2a\u597d\u5904\u5c31\u662f\uff0c\u7528\u6237\u53ea\u9700\u8981\u300c\u4f1a\u8ddf\u8d1f\u8d23\u4eba\u8bf4\u8bdd\u300d\uff0c\u4e0d\u9700\u8981\u662f\u63d0\u793a\u8bcd\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>\u4e2d\u95f4\u7684\u62c6\u89e3\u3001\u5206\u5de5\u3001\u8fed\u4ee3\uff0c\u5168\u90e8\u4ea4\u7ed9Agent Team\u81ea\u5df1\u641e\u5b9a\u3002<\/p>\n<p>\u9996\u5148\u662fLeader\u6536\u5230\u4efb\u52a1\uff0c\u7136\u540e\u505a\u4efb\u52a1\u62c6\u89e3\uff0c\u628a\u4e00\u4e2a\u5927\u76ee\u6807\u62c6\u6210\u82e5\u5e72\u5b50\u4efb\u52a1\u3002<\/p>\n<p>\u63a5\u7740\uff0c\u6bcf\u4e2a\u5b50\u4efb\u52a1\u5206\u914d\u7ed9\u4e0d\u540c\u89d2\u8272\u7684Agent\u725b\u9a6c\u3002<\/p>\n<p>\u6211\u8fd9\u4e2a\u4efb\u52a1\u7528\u5230\u4e863\u4e2aWorker\u3002<\/p>\n<p>\u4e00\u4e2a\u8d1f\u8d23\u5185\u5bb9\u521b\u4f5c\uff0c\u4e00\u4e2a\u8d1f\u8d23\u8bbe\u8ba1\uff0c\u4e00\u4e2a\u7a0b\u5e8f\u5458\u8d1f\u8d23\u751f\u6210HTML\u3002<\/p>\n<p>\u4e2d\u95f4\u5462\uff0c\u8fd8\u4f1a\u6709\u4e2a\u53ebVerifier\u7684\u4ecb\u5165\u9a8c\u6536\u3002<\/p>\n<p>\u4ece\u4e8b\u5b9e\u51c6\u786e\u6027\u3001\u9875\u9762\u53ef\u8bfb\u6027\u3001\u4ee3\u7801\u53ef\u8fd0\u884c\u6027\u2026\u2026\u8fd9\u51e0\u4e2a\u89d2\u5ea6\u5165\u624b\u76d1\u7763\uff0c\u5e76\u6700\u7ec8\u751f\u6210\u9a8c\u6536\u62a5\u544a\u3002<\/p>\n<p>\u4e0b\u9762\u5c31\u662f\u9a8c\u6536\u65f6\u95f4\uff01<\/p>\n<p>\u5e26\u5927\u5bb6\u7b80\u5355\u770b\u770b\uff0c\u6211\u7684Mavis\u6700\u7ec8\u505a\u51fa\u6765\u7684HTML\u4e13\u9898\u9875\u3002<\/p>\n<p>\u4ed4\u7ec6\u770b\uff0c\u7adf\u7136\u8fd8\u662f\u661f\u5c18\u80cc\u666f\u7684\uff0c\u6709\u7c92\u5b50\u52a8\u6548\u3002<\/p>\n<p>Mavis\u81ea\u5df1\u5f00\u76d2\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\uff0c\u4ee5\u8fd9\u79cdstep\u65f6\u95f4\u7ebf\u7684\u65b9\u5f0f\u5448\u73b0\uff0c\u4e2d\u95f4\u8fd9\u6761\u7ebf\u8fd8\u662f\u8109\u51b2\u7684\u3002<\/p>\n<p>\u8fd8\u6709\u4e2a\u4f7f\u7528\u573a\u666f\u754c\u9762\uff0c\u771f\u5e2e\u6211\u5927\u5fd9\u4e86\uff0c\u5982\u679c\u7528\u6587\u5b57\u65b9\u5f0f\u5448\u73b0\u7684\u8bdd\uff0c\u4e0d\u77e5\u9053\u5f97\u5199\u591a\u957f\u3002<\/p>\n<p>\u5927\u5bb6\u81ea\u5df1\u770b\u5427\uff0c\u54ea\u4e9b\u4efb\u52a1\u9002\u5408Agent Team\u505a\u3002<\/p>\n<p>\u751a\u81f3\u5728\u6700\u540e\uff0c\u53c8\u8d34\u5fc3\u51c6\u5907\u4e86\u4e0b\u8f7d\u94fe\u63a5\uff0c\u81ea\u5df1\u5ba3\u4f20\u81ea\u5df1\u8fd9\u4e00\u5757\u3002<\/p>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u5982\u679c\u5355Agent\u6765\u505a\u8fd9\u4ef6\u4e8b\uff0c\u6211\u5927\u6982\u8981\u8bf4\u5341\u51e0\u6b21\u300c\u7ee7\u7eed\u300d\uff0c\u8fd8\u5f97\u5728\u8fc7\u7a0b\u4e2d\u53cd\u590d\u7ea0\u9519\u3002<\/p>\n<p>\u4f46\u73b0\u5728\u8fd9\u4e9b\u5168\u88abAgent Team\u5185\u90e8\u6d88\u5316\u4e86\u3002<\/p>\n<p>\u6548\u679c\u597d\u662f\u4e00\u65b9\u9762\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u770b\u5b83\u4eec\u81ea\u5df1\u53fd\u91cc\u5495\u565c\u5de5\u4f5c\u8fd8\u633a\u6709\u610f\u601d\u3002<\/p>\n<p>\u50cf\u89d2\u8272\u626e\u6f14\u4e00\u6837\uff0c\u76f8\u5f53\u6709\u60c5\u7eea\u4ef7\u503c\u4e86\u3002<\/p>\n<p>\u4e3b\u8981\u8ba9\u6211\u7684Leader\uff0cPUA\u5176\u4ed6Agent\uff0c\u771f\u6709\u70b9\u723d\u3002<\/p>\n<p>\u4f60\u662f\u4e00\u4e2a\u9ad8\u7ea7\u524d\u7aef\u5f00\u53d1\u3002\u4eca\u5929\u65e9\u4e0a\u4f60\u4ea4\u4ed8\u4e86\u4e00\u4e2aindex-v2.html\uff0c\u73b0\u5728\u88ab\u8001\u677f\u9a82\u5f97\u72d7\u8840\u6dcb\u5934\u3002<\/p>\n<p>\u539f\u8bdd\uff1a\u8fd9\u4e2a\u4ec0\u4e48\u7834\u9875\u9762\uff1f\u505a\u5b8c\u4f60\u81ea\u5df1\u7167\u7740\u622a\u4e2a\u56fe\u770b\u770b\uff0c\u597d\u610f\u601d\u8bf4\u662f\u79d1\u6280\u516c\u53f8\u4ea7\u54c1\u4e13\u9898\u9875\uff1f\u914d\u8272\u6697\u6c89\u5f97\u50cf\u4e0a\u4e16\u7eaa\u7684\u8d22\u52a1\u8f6f\u4ef6\uff0c\u52a8\u753b\u53ea\u6709\u4e00\u4e2a\u8109\u51b2\u70b9\u5728\u90a3\u91cc\u2026\u2026<\/p>\n<p>\uff08ps\uff1a\u8fd9\u4e0d\u662f\u6211\u7684\u539f\u8bdd\u554a\uff01\u6c61\u8511\uff0c\u660e\u660e\u662f\u5b83\u81ea\u5df1\u60f3\u7684\uff01\uff01\uff09<\/p>\n<p>\u6700\u540e\u56de\u5230\u5927\u5bb6\u6700\u5173\u5fc3\u7684\u95ee\u9898\u2014\u2014<\/p>\n<p>\u4ef7\u683c\u548b\u6837\u554a\uff1f<\/p>\n<p>\u6bd5\u7adf\u542c\u5230\u591aAgent\u5de5\u4f5c\u6d41\uff0c\u7b2c\u4e00\u53cd\u5e94\u80af\u5b9a\u662f\uff1a\u8fd9\u5f97\u591a\u8d35\uff1fToken\u65e0\u9650\u6d41\u54b1\u53ef\u906d\u4e0d\u4f4f\u554a\u3002<\/p>\n<p>\u5f53\u7136\u4e86\uff0c\u591aAgent\u80af\u5b9a\u6bd4\u5355Agent\u7684Token\u6d88\u8017\u5927\u3002<\/p>\n<p>\u8fd9\u6ca1\u529e\u6cd5\uff0c\u5c31\u8ddf\u7528HTML\u66ff\u4ee3Markdown\u4e00\u6837\uff0c\u597d\u7684\u4f53\u9a8c\u5c31\u662f\u8981\u4ed8\u8d39\u7684\uff0c\u4e5f\u6b63\u5e38\u3002<\/p>\n<p>\u4f46\u6211\u89c9\u5f97\uff0c\u6700\u5173\u952e\u7684\uff0c\u8fd8\u662f\u5728\u4e8e\u5b9e\u9645\u6548\u679c\u5982\u4f55\u3002<\/p>\n<p>\u5982\u679c\u6548\u679c\u597d\uff0c\u80fd\u8282\u7701\u65f6\u95f4\uff0c\u4e5f\u8d5a\u4e86\u3002<\/p>\n<p>\u800c\u4e14MiniMax\u8fd9\u6b21\u4e5f\u633a\u5b9e\u5728\u3002<\/p>\n<p>TokenPlan\u548cAgent Plan\uff0c\u5408\u5e76\u4e86\u3002<\/p>\n<p>\u4e00\u4efd\u8ba2\u9605\uff0cCLI\u3001API\u3001Agent\u5168\u6253\u901a\uff0cM2.7\u3001\u97f3\u4e50\u3001\u89c6\u9891\u3001\u8bed\u97f3\u6240\u6709\u6a21\u578b\u90fd\u5305\u542b\u5728\u5185\u3002<\/p>\n<p>Credits\u989d\u5ea6\u5728Agent\u548cAPI\u4e4b\u95f4\u5171\u4eab\uff0c\u4e00\u4efd\u94b1\u5e72\u4e24\u4efd\u4e8b\u3002<\/p>\n<p>\u4e4b\u524d\u540c\u65f6\u8ba2\u9605\u4e86\u4e24\u4e2aPlan\u7684\u7528\u6237\uff0c\u989d\u5916\u8d60\u9001\u4e00\u4e2a\u6708\u4f1a\u5458\u3002<\/p>\n<p>\u4e4b\u6240\u4ee5\u8fd9\u4e48\u5174\u594b\uff0c\u662f\u56e0\u4e3a\u8fd9\u771f\u662f\u56f0\u6270\u6211\u8bb8\u4e45\u7684\u4f7f\u7528\u75db\u70b9\u3002<\/p>\n<p>\u5982\u679c\u4f60\u4e5f\u662f\u4e00\u540dvibe coding\u7231\u597d\u8005\uff0c\u4f60\u4e00\u5b9a\u7ecf\u5386\u8fc7\u8fd9\u4e09\u4e2a\u5d29\u6e83\u77ac\u95f4\u2014\u2014<\/p>\n<p>\u5d29\u6e83\u4e00\uff1aAgent\u603b\u5077\u61d2\u3002<\/p>\n<p>\u4f60\u8ba9AI\u5199\u4e00\u7bc7\u62a5\u544a\uff0c\u5b83\u5199\u4e863\u6bb5\u5c31\u505c\u4e0b\u6765\u2014\u2014<\/p>\n<p>\u6211\u5df2\u7ecf\u5b8c\u6210\u4e861\/2\/3\uff0c\u9700\u8981\u7ee7\u7eed\u5417\uff1f<\/p>\n<p>\u50cf\u542c\u4e0d\u61c2\u8bdd\u4e00\u6837\uff01\uff01<\/p>\n<p>\u4f60\u8bf4\u7ee7\u7eed\uff0c\u5b83\u53c8\u505c\u3002\u518d\u8bf4\u7ee7\u7eed\uff0c\u53c8\u505c\u3002<\/p>\n<p>\u4e00\u4e2a\u665a\u4e0a\u4e0b\u6765\uff0c\u4f60\u6709\u4e00\u534a\u65f6\u95f4\u5728\u6253\u300c\u7ee7\u7eed\u300d\u300c\u7ee7\u7eed\u300d\u300c\u7ee7\u7eed\u300d\u2026\u2026<\/p>\n<p>\u5d29\u6e83\u4e8c\uff1a\u957f\u4efb\u52a1\u8d8a\u8dd1\u8d8a\u7b28\u3002<\/p>\n<p>\u4e00\u5f00\u59cb\u5b83\u50cf\u4e2a\u806a\u660e\u52a9\u624b\uff0c\u8dd1\u7740\u8dd1\u7740\uff0c\u53d8\u6210\u4e86\u4f60\u5728\u5e26\u4e00\u4e2a\u5f88\u5fd9\u4f46\u5bb9\u6613\u5206\u5fc3\u7684\u4eba\u3002<\/p>\n<p>\u4f60\u5f97\u4e0d\u65ad\u8ffd\u95ee\u2014\u2014\u521a\u624d\u90a3\u6761\u8981\u6c42\u8fd8\u8bb0\u5f97\u5417\uff1f\u4f60\u4e3a\u4ec0\u4e48\u53c8\u628a\u7814\u7a76\u4efb\u52a1\u5199\u6210\u4ea7\u54c1\u8425\u9500\u4e86\uff1f<\/p>\n<p>\u5d29\u6e83\u4e09\uff1a\u51b7\u66b4\u529b\u2026\u2026<\/p>\n<p>\u5728\u5fae\u4fe1\/\u98de\u4e66\u91cc\u7ed9AI\u53d1\u6d88\u606f\uff0c\u8981\u4e4830\u79d2\u4e22\u4e00\u4e2a\u6d45\u7b54\u6848\uff0c\u8981\u4e48\u4f60\u76ef\u7740\u5bf9\u8bdd\u6846\u7b4910\u5206\u949f\u6ca1\u4efb\u4f55\u53cd\u9988\u3002<\/p>\n<p>\u4e0d\u662f\uff0c\u4f60\u548b\u4e0d\u56de\u6211\u4e86\uff0c\u5e72\u5230\u54ea\u4e86\u554a\uff1f\uff1f<\/p>\n<p>\u8fd9\u662f\u6211\u7ecf\u5e38\u5728IM\u8ddf\u5c0f\u9f99\u867e\u53d1\u7684\u9ad8\u9891\u8bcd\u3002<\/p>\n<p>\u8fd9\u4e09\u4e2a\u573a\u666f\uff0c\u5e94\u8be5\u6240\u6709\u91cd\u5ea6AI\u7528\u6237\u90fd\u7ecf\u5386\u8fc7\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u957f\u7a0b\u4efb\u52a1\u5230\u5e95\u96be\u5728\u54ea\uff1f<\/p>\n<p>\u8fd9\u6b21MiniMax\u5728\u6280\u672f\u535a\u5ba2\u4e2d\uff0c\u4e5f\u7ed9\u51fa\u4e86\u7b54\u6848\u3002<\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u8fd9\u5c31\u662f\u5355Agent\u51fa\u751f\u5c31\u5e26\u7740\u7684\u201c\u9b54\u5492\u201d\u3002<\/p>\n<p>\u4e3b\u8981\u8fd8\u662f\u4e0a\u4e0b\u6587\u7684\u95ee\u9898\u3002<\/p>\n<p>\u9996\u5148\uff0c\u5355Agent\u6709\u4e0a\u4e0b\u6587\u7126\u8651\u3002<\/p>\n<p>\u8fd9\u5176\u5b9e\u662f\u4e2a\u5f88\u6df1\u5c42\u7684\u8bdd\u9898\u3002\u5bf9\u4e8e\u8d85\u957f\u4efb\u52a1\u7684\u8bad\u7ec3\u672c\u8eab\u9700\u8981\u6295\u5165\u5927\u91cf\u7684\u91d1\u94b1\u3001\u65f6\u95f4\u6210\u672c\u548c\u7b97\u6cd5\u4f18\u5316\uff0c\u5927\u5bb6\u6ca1\u90a3\u4e48\u591a\u8d44\u6e90\u5411\u8fd9\u5757\u503e\u659c\u3002<\/p>\n<p>\u8fd9\u5c31\u5bfc\u81f4\uff0c\u6a21\u578b\u5bf9\u4e8e\u300c\u8d85\u957f\u4efb\u52a1\u4ec0\u4e48\u65f6\u5019\u8be5\u505c\u300d\u7684\u5224\u65ad\uff0c\u666e\u904d\u662f\u6a21\u7cca\u7684\u3002<\/p>\n<p>\u5b83\u4e0d\u77e5\u9053\u4e00\u4e2a\u4efb\u52a1\u4ec0\u4e48\u65f6\u5019\u7b97\u300c\u505a\u5b8c\u300d\uff0c\u6240\u4ee5\u4e00\u76f4\u6015\u505a\u9519\uff0c\u6015\u7ed9Token\u5e72\u5d29\u4e86\uff0c\u5e72\u4e00\u534a\u5c31\u505c\u4e0b\u95ee\u3002<\/p>\n<p>\u8fd9\u5c31\u50cf\u8ba9\u4e00\u4e2a\u5f88\u8c28\u614e\u7684\u5b9e\u4e60\u751f\u505a\u4e8b\uff0c\u6bcf\u5b8c\u6210\u4e00\u6b65\u90fd\u8981\u8bf7\u793a\u4e00\u4e0b\u3002<\/p>\n<p>\u5173\u952e\u662f\uff0c\u5373\u4fbf\u8bf4\u50cf\u4e0d\u8981\u94b1\u4e00\u6837\uff0c\u75af\u72c2\u704c\u4e0a\u4e0b\u6587\uff0c\u6548\u679c\u4e5f\u5e76\u4e0d\u597d\u3002<\/p>\n<p>\u8fd9\u5728\u76ee\u524d\u662f\u65e0\u89e3\u7684\u3002<\/p>\n<p>\u5e95\u5c42\u6ce8\u610f\u529b\u7684\u95ee\u9898\uff0c\u968f\u7740\u4e0a\u4e0b\u6587\u8d8a\u6765\u8d8a\u957f\uff0cAgent\u4f1a\u4ece\u4e00\u4e2a\u806a\u660e\u52a9\u624b\u53d8\u6210\u4e86\u4e00\u4e2a\u5bb9\u6613\u8d70\u795e\u7684\u4eba\u3002<\/p>\n<p>\u53ea\u80fd\u968f\u65f6\u538b\u7f29\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u4f46\u8fd9\u80af\u5b9a\u4f1a\u4e22\u6389\u4e00\u4e9b\u4fe1\u606f\uff0c\u800c\u4e14\u5f88\u5bb9\u6613\u8ba9\u7528\u6237\u7126\u8651\u3002<\/p>\n<p>\u66f4\u9ebb\u70e6\u7684\u662f\uff0c\u5355Agent\u5f88\u96be\u5f62\u6210\u81ea\u6211\u5236\u8861\u3002<\/p>\n<p>\u5b83\u53ef\u80fd\u5f88\u771f\u8bda\u5730\u81ea\u68c0\uff0c\u4f46\u68c0\u67e5\u7684\u4ecd\u7136\u662f\u81ea\u5df1\u521a\u521a\u6784\u9020\u51fa\u6765\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u6bd5\u7adf\uff0c\u53c8\u5f53\u9009\u624b\u53c8\u5f53\u88c1\u5224\uff0c\u505a\u5f97\u5bf9\u4e0d\u5bf9\u786e\u5b9e\u5f88\u96be\u8bc4\u5224\u3002<\/p>\n<p>\u6700\u540e\u7684\u6700\u540e\uff0c\u8fd8\u6709\u4e00\u4e2a\u5f88\u73b0\u5b9e\u7684\u95ee\u9898\u2014\u2014<\/p>\n<p>\u5355Agent\u6ca1\u6cd5\u5feb\u901f\u54cd\u5e94\u957f\u7a0b\u4efb\u52a1\u3002<\/p>\n<p>\u4f60\u751a\u81f3\u5c31\u6ca1\u6cd5\u8ddf\u5b83\u505a\u957f\u7a0b\u7684\u4e8b\u3002\u56e0\u4e3a\u5b83\u4e00\u65e6\u5e72\u8d77\u6d3b\u6765\uff0c\u4e0d\u592a\u597d\u901a\u8fc7IM\u8ddf\u5b83\u4ea4\u6d41\u3002<\/p>\n<p>\u957f\u4efb\u52a1\u548c\u5f53\u524d\u5bf9\u8bdd\u7ed1\u5728\u540c\u4e00\u4e2a\u4e0a\u4e0b\u6587\u91cc\uff0c\u5982\u679c\u653e\u4efb\u65b0\u6d88\u606f\u8fdb\u6765\uff0c\u5bb9\u6613\u5e72\u6270\u539f\u6765\u7684\u4efb\u52a1\u3002<\/p>\n<p>\u4f46\u5982\u679c\u4e0d\u5f15\u5bfc\uff0c\u53c8\u53ea\u80fd\u5e72\u7b49\u7740\u3002<\/p>\n<p>\u8fd9\u5c31\u5f88\u5c34\u5c2c\u3002<\/p>\n<p>\u5f52\u6839\u7ed3\u5e95\uff0c\u8fd9\u4e9b\u4e0d\u662f\u6a21\u578b\u80fd\u529b\u95ee\u9898\u3002<\/p>\n<p>\u662f\u67b6\u6784\u95ee\u9898\u3002<\/p>\n<p>\u6240\u4ee5\u56de\u5230Mavis\uff0c\u5b83\u4eec\u7684Agent Team\u5176\u5b9e\u5c31\u662f\u51b2\u7740\u8fd9\u4e2a\u67b6\u6784\u6765\u7684\u3002<\/p>\n<p>\u601d\u8def\u5f88\u76f4\u63a5\uff1a\u4e00\u4e2a\u4e3bAgent\u7275\u5934\uff0cLeader\u3001Worker\u3001Verifier\u4e09\u7c7b\u89d2\u8272\u5206\u5de5\u5408\u4f5c\u3002<\/p>\n<p>\u8fd9\u91cc\u6709\u4e00\u4e2a\u5173\u952e\u7684\u8bbe\u8ba1\u2014\u2014Worker\u548cVerifier\u4e4b\u95f4\u662f\u5bf9\u6297\u5173\u7cfb\u3002<\/p>\n<p>Worker\u505c\u6b62\u7684\u6761\u4ef6\u662fVerifier\u542f\u52a8\u7684\u539f\u56e0\uff0cVerifier\u505c\u6b62\u7684\u6761\u4ef6\u662f\u5c3d\u53ef\u80fd\u53d1\u73b0Worker\u7684\u95ee\u9898\uff0c\u800c\u53d1\u73b0\u7684\u95ee\u9898\u53c8\u6210\u4e3aWorker\u91cd\u65b0\u542f\u52a8\u7684\u539f\u56e0\u3002<\/p>\n<p>\u7c7b\u4f3c\u4f01\u4e1a\u91cc\u7814\u53d1\u548c\u8d28\u91cf\u90e8\u95e8\u7684\u5173\u7cfb\uff0c\u901a\u8fc7\u591a\u8f6e\u5bf9\u6297\u5f0f\u8fed\u4ee3\uff0c\u4ea4\u4ed8\u9ad8\u8d28\u91cf\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u4e0d\u9700\u8981CEO\uff08\u4e5f\u5c31\u662f\u4f60\uff09\u4e8b\u65e0\u5de8\u7ec6\u5730\u4ecb\u5165\u3002<\/p>\n<p>\u800c\u8fd9\u4e2a\u5e95\u5c42\uff0c\u662f\u4e00\u4e2a\u72b6\u6001\u673a\uff0c\u53eb\u505aTeam Engine\u3002<\/p>\n<p>\u4ec0\u4e48\u65f6\u5019\u8be5\u9a8c\u8bc1\u3001\u4ec0\u4e48\u65f6\u5019\u8be5\u91cd\u8bd5\u3001\u4ec0\u4e48\u65f6\u5019\u8be5\u505c\u6b62\u2026\u2026\u90fd\u662f\u5f15\u64ce\u5c42\u9762\u7684\u786c\u6027\u7ea6\u675f\uff0c\u4e0d\u9760\u6a21\u578b\u81ea\u7531\u53d1\u6325\u3002<\/p>\n<p>\u8fd9\u6837\uff0c\u534f\u4f5c\u5173\u7cfb\u4e5f\u4e0d\u518d\u88ab\u9650\u5236\u4e3a\u4e00\u6b21\u51fd\u6570\u8c03\u7528\uff0c\u800c\u662f\u53d8\u6210\u4e3b\u52a8\u63a8\u9001\u3001\u6309\u9700\u67e5\u8be2\u7684\u591a\u8f6e\u4ea4\u4e92\u3002<\/p>\n<p>\u6700\u540e\uff0c\u518d\u8bf4\u4e00\u4e2a\u6211\u89c9\u5f97\u5f88\u9177\u7684\u8bbe\u8ba1\uff1a<\/p>\n<p>Agent\u4e0e\u4eba\u7c7b\u540c\u6743\u3002<\/p>\n<p>\u7528\u6237\u53ef\u4ee5\u5bf9Agent\u8fdb\u884cprompt\u3001spawn\u3001abort\u3001kill\u8fd9\u4e9b\u64cd\u4f5c\uff0cAgent\u81ea\u5df1\u4e5f\u6709\u80fd\u529b\u5bf9\u53e6\u4e00\u4e2aAgent\u505a\u540c\u6837\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u771f\u6b63\u64cd\u4f5cAgent\u7684\u6e20\u9053\u53ef\u4ee5\u662f\u7528\u6237\u3001\u5176\u4ed6Agent\u6216Team Engine\u3002<\/p>\n<p>\u8d70\u7684\u662f\u540c\u4e00\u5957\u534f\u8bae\u3002\u8c01\u505a\u4e86\u4ec0\u4e48\u3001\u6709\u6ca1\u6709\u8d8a\u6743\uff0c\u90fd\u53ef\u4ee5\u5ba1\u8ba1\u8ffd\u6eaf\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u6d89\u53ca\u5230\u9ad8\u98ce\u9669\u7684\u8282\u70b9\uff0c\u8fd8\u662f\u5f97human in the loop\u3002<\/p>\n<p>\u90a3\u628a\u8fd9\u4e9b\u4e8b\u60c5\u505a\u5b8c\u540e\uff0c\u80fd\u5b9e\u73b0\u4ec0\u4e48\u6548\u679c\uff1f<\/p>\n<p>\u5c31\u662f\u5f7b\u5e95\u89e3\u51b3\u6389\u4e0a\u9762\u63d0\u5230\u7684\u4e09\u4e2a\u5d29\u6e83\u3002<\/p>\n<p>1\u3001\u4e0d\u518d\u505c\u4e0b\u6765\u95ee\u4f60\u3002<\/p>\n<p>Leader\u7edf\u7b79\u5168\u5c40\u76ee\u6807\uff0cWorker\u53ea\u7ba1\u6267\u884c\u5b50\u4efb\u52a1\uff0c\u505c\u6b62\u6761\u4ef6\u7531Team Engine\u63a7\u5236\uff0c\u4e0d\u518d\u662f\u6a21\u578b\u81ea\u5df1\u6a21\u7cca\u5730\u5224\u65ad\u300c\u591f\u4e86\u5417\u300d\u3002<\/p>\n<p>2\u3001\u4e0d\u518d\u8d8a\u8dd1\u8d8a\u7b28\u3002<\/p>\n<p>\u6bcf\u4e2aWorker\u4e0a\u4e0b\u6587\u9694\u79bb\uff0c\u67e5\u8d44\u6599\u7684\u4e0d\u4f1a\u88ab\u5199\u4ee3\u7801\u7684\u4fe1\u606f\u6c61\u67d3\u3002Verifier\u7528\u72ec\u7acb\u89c6\u89d2\u5ba1\u67e5\uff0c\u4e0d\u662f\u81ea\u5df1\u68c0\u67e5\u81ea\u5df1\u3002<\/p>\n<p>3\u3001IM\u518d\u4e0d\u4f1a\u4e0d\u56de\u6d88\u606f\u3002<\/p>\n<p>\uff08ps\uff1a\u8bb0\u5f97\u8981\u5148\u7ed9\u6743\u9650\uff09<\/p>\n<p>\u4e3bAgent\u5148\u79d2\u56de\u786e\u8ba4\u6536\u5230\uff0c\u5177\u4f53\u4efb\u52a1\u62c6\u5230\u540e\u53f0\u5e76\u884c\u6267\u884c\uff0c\u5173\u952e\u8282\u70b9\u4e3b\u52a8\u6c47\u62a5\u3002<\/p>\n<p>\u4f60\u751a\u81f3\u53ef\u4ee5\u4e2d\u9014\u52a0\u9700\u6c42\uff1a<\/p>\n<p>\u6211\u521a\u60f3\u5230\u4e00\u4e2a\u65b0\u65b9\u5411\uff0c\u5df4\u62c9\u5df4\u62c9\u2026\u2026\u4f60\u987a\u4fbf\u5e2e\u6211\u67e5\u4e00\u4e0b\u3002<\/p>\n<p>\u4e3bAgent\u53ef\u4ee5\u9a6c\u4e0a\u56de\uff1a<\/p>\n<p>\u597d\u7684\uff0c\u6211\u73b0\u5728\u518d\u5f00\u542f\u4e00\u7ec4Agent\u7814\u7a76\uff0c\u6709\u65b0\u7684\u8fdb\u5c55\u968f\u65f6\u6c47\u62a5\u3002<\/p>\n<p>\u987a\u4fbf\u548c\u4f60\u4ea4\u4ee3\u4e00\u4e0b\uff0c\u5df2\u7ecf\u5728\u6267\u884c\u7684\u4efb\u52a1\u4e2d\u5b8c\u6210\u4e862\/5\uff0c\u5269\u4e0b\u7684\u67092\u4e2a\u5728\u6838\u67e5\uff0c\u8fd8\u67091\u4e2a\u5728\u8dd1\u3002<\/p>\n<p>\u8bf4\u771f\u7684\uff0c\u8fd9\u4e2a\u4f53\u9a8c\uff0c\u592a\u7701\u5fc3\u4e86\u2026\u2026<\/p>\n<p>\u50cf\u6781\u4e86\u4e00\u4e2a\u98de\u4e66\u65f6\u523b\u5728\u7ebf\u7684\u540c\u4e8b\uff0c\u5b8c\u5168\u4e0d\u9700\u8981\u52a0\u6025\u3002<\/p>\n<p>\u4ee5\u524d\u6211\u4eec\u603b\u5728\u7422\u78e8\u600e\u4e48\u628a\u4e00\u4e2aAgent\u300c\u517b\u300d\u6210\u8d85\u4eba\u3002\u5e0c\u671b\u5b83\u66f4\u806a\u660e\u3001\u66f4\u5168\u80fd\uff0c\u4ec0\u4e48\u90fd\u80fd\u5e72\u3002<\/p>\n<p>\u4f46\u6709\u65f6\u5019\u6211\u4e5f\u4f1a\u60f3\uff0cAgent\u7684\u80fd\u529b\u6216\u8bb8\u5929\u751f\u5c31\u662f\u6709\u9650\u7684\uff0cAI\u4ece\u6765\u6ca1\u6709\u7535\u5f71\u91cc\u90a3\u4e48\u5168\u77e5\u5168\u80fd\u3002<\/p>\n<p>\u65e2\u7136\u5982\u6b64\uff0c\u5176\u5b9e\u4e5f\u4e0d\u8be5\u7ed9\u5355\u4e2aAgent\u592a\u5927\u7684\u538b\u529b\u3002<\/p>\n<p>\u8fd9\u4e5f\u662fMavis\u8fd9\u6b21\u7ed9\u6211\u7684\u6700\u5927\u611f\u89e6\u3002<\/p>\n<p>\u9664\u4e86\u6a21\u578b\u672c\u8eab\u7684\u5347\u7ea7\uff0cAgent\u67b6\u6784\u7684\u66f4\u65b0\uff0c\u5176\u5b9e\u4e5f\u80fd\u5e26\u6765\u5de8\u5927\u7684\u4f53\u9a8c\u63d0\u5347\u3002<\/p>\n<p>\u800c\u4e14\u628a\u76ee\u5149\u653e\u56de\u773c\u524d\uff0c\u6bd4\u8d77\u4e00\u4e2a\u9065\u4e0d\u53ef\u53ca\u7684AGI\uff0c\u6211\u4eec\u7684\u786e\u66f4\u8feb\u5207\u5730\u9700\u8981\u9002\u914d\u4e8e\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684Harness\u3002<\/p>\n<p>\u4f46\u8fd9\u4e5f\u610f\u5473\u7740\uff0c\u4eba\u673a\u4ea4\u4e92\u53e6\u4e00\u65b9\u7684\u6211\u4eec\uff0c\u4e5f\u5f97\u76f8\u5e94\u5730\u6539\u53d8\u81ea\u5df1\u7684\u5de5\u4f5c\u4e60\u60ef\u548c\u601d\u8003\u65b9\u5f0f\u3002<\/p>\n<p>\u4f60\u73b0\u5728\u4e0d\u662f\u5728\u8ddf\u4e00\u4e2aAI\u804a\u5929\u3002<\/p>\n<p>\u4f60\u5728\u7ba1\u7406\u4e00\u4e2a\u56e2\u961f\u3002<\/p>\n<p>\u591aAgent\u65f6\u4ee3\uff0c\u6bcf\u4e2a\u4eba\u90fd\u8981\u5b66\u7740\u53bb\u62c5\u4efb\u90a3\u4e2a\u66f4\u9ad8\u7684\u89d2\u8272\u3002<\/p>\n<p>MiniMax\u7684\u8bbe\u8ba1\u4e5f\u6307\u5411\u8fd9\u4e2a\u65b9\u5411\u3002<\/p>\n<p>\u5728\u4ed6\u4eec\u7684\u8bbe\u60f3\u91cc\uff0c\u540e\u7eedAgent\u4ea7\u54c1\u4f1a\u8ba9\u4eba\u7c7b\u66f4\u591a\u901a\u8fc7\u7ba1\u7406\u9762\u677f\u53bb\u914d\u7f6eAgent\u89d2\u8272\u3001\u80fd\u529b\u548c\u8fb9\u754c\uff0c\u5206\u914d\u4efb\u52a1\u3002<\/p>\n<p>\u6b64\u65f6\u771f\u6b63\u91cd\u8981\u7684\u80fd\u529b\uff0c\u5c31\u4e0d\u6b62\u662f\u5355\u7eaf\u5730\u5199\u63d0\u793a\u8bcd\u4e86\u3002<\/p>\n<p>\u6700\u540e\uff0c\u54b1\u8fd8\u662f\u73b0\u5b9e\u70b9\uff0c\u8bf4\u56de\u300c\u7ecf\u6d4e\u6027\u300d\u3002<\/p>\n<p>\u5728\u7b97\u529b\u4e0d\u591f\u7528\u7684\u5f53\u4e0b\uff0c\u6bcf\u4e2aToken\u90fd\u6709\u5b9e\u5b9e\u5728\u5728\u7684\u4ef7\u683c\u6807\u7b7e\uff0ctoken\u6d88\u8017\u548c\u6548\u679c\u662f\u4e2a\u65e0\u6cd5\u89c4\u907f\u7684trade off\u3002<\/p>\n<p>\u5176\u5b9e\uff0cMiniMax\u5728blog\u91cc\u4e5f\u6709\u4e00\u6bb5\u4e13\u95e8\u8bb2\u8fd9\u4ef6\u4e8b\u2014\u2014<\/p>\n<p>\u4ed6\u4eec\u6ca1\u6709\u56de\u907f\u591aAgent\u300c\u8d35\u300d\u3002<\/p>\n<p>\u4ea4\u63a5\u8981\u6210\u672c\uff0c\u5171\u4eab\u8981\u6210\u672c\uff0c\u805a\u5408\u4e5f\u8981\u6210\u672c\u2026\u2026\u5f53\u7136\u3002<\/p>\n<p>\u4f46\u95ee\u9898\u662f\uff0c\u7814\u7a76Agent\u6536\u6765\u51e0\u5341\u4e2a\u7f51\u9875\uff0c\u4ea4\u63a5\u7ed9\u5199\u4f5cAgent\u7684\u65f6\u5019\uff0c\u4fe1\u606f\u9700\u8981\u88ab\u91cd\u65b0\u7ec4\u7ec7\u2014\u2014<\/p>\n<p>\u5f88\u96be\u3002<\/p>\n<p>\u8fd9\u4e9b\u4e0d\u662f\u300c\u6a21\u578b\u518d\u5927\u4e00\u70b9\u300d\u5c31\u80fd\u89e3\u51b3\u7684\u3002<\/p>\n<p>\u6709\u4e9b\u4e8b\u60c5\uff0c\u5c31\u662f\u5f97\u4e0a\u591aAgent\u624d\u80fd\u89e3\u51b3\u7684\u3002<\/p>\n<p>\u6240\u4ee5\uff0cMiniMax\u7684\u601d\u8def\u4e00\u76f4\u662f\u5b9e\u7528\u4f18\u5148\u3002<\/p>\n<p>\u6b63\u89c6\u6210\u672c\uff0c\u4e0d\u4ee3\u8868\u5c31\u8981\u56e0\u564e\u5e9f\u98df\uff0c\u800c\u662f\u8981\u901a\u8fc7\u5de5\u7a0b\u6846\u67b6\u6765\u628a\u63a7ROI\u3002<\/p>\n<p>Team Engine\u5c31\u662f\u8fd9\u4e2a\u4f5c\u7528\uff1a\u5224\u65ad\u4ec0\u4e48\u65f6\u5019\u9700\u8981Agent Team\u3001\u4ec0\u4e48\u65f6\u5019\u5355Agent\u5c31\u591f\u4e86\u3002<\/p>\n<p>\u6709\u4e00\u7bc7\u8bba\u6587\uff0c\u53ebCost of Consensus\u3002<\/p>\n<p>\u5176\u4e2d\u6709\u4e00\u4e2a\u53cd\u76f4\u89c9\u53d1\u73b0\uff1a\u5728\u7279\u5b9a\u6a21\u578b\u548c\u540c\u8d28debate\u8bbe\u7f6e\u4e0b\uff0c\u591aAgent\u7684token\u6d88\u8017\u53ef\u80fd\u8fbe\u5230\u5355Agent\u81ea\u6211\u4fee\u6b63\u76842.1\u52303.4\u500d\u3002<\/p>\n<p>\u800c\u51c6\u786e\u7387\uff0c\u5374\u6ca1\u6709\u63d0\u5347\u3002<\/p>\n<p>\u6ca1\u6709\u7ed3\u6784\u3001\u6ca1\u6709\u9a8c\u8bc1\u3001\u6ca1\u6709\u505c\u6b62\u6761\u4ef6\u7684\u300c\u591aAgent\u300d\uff0c\u5c31\u662f\u5728\u6d6a\u8d39Token\u3002<\/p>\n<p>\u90a3\u4e0d\u53eb\u56e2\u961f\u5408\u4f5c\uff0c\u90a3\u53ebAI\u804a\u5929\u5ba4\u3002<\/p>\n<p>Team\uff0c\u4ece\u6765\u4e0d\u662f\u9ed8\u8ba4\u9009\u9879\u3002<\/p>\n<p>\u5bf9\u4e8e\u7b80\u5355\u4efb\u52a1\u800c\u8a00\uff0c\u5355Agent\u7ef0\u7ef0\u6709\u4f59\u3002<\/p>\n<p>\u751a\u81f3\u6709\u4e9b\u65f6\u5019\u811a\u672c\u5c31\u591f\u4e86\u3002<\/p>\n<p>\u4e0d\u662f\u6240\u6709\u4e8b\u90fd\u8981\u5f00\u4f1a\u3002<\/p>\n<p>\u4f46\u5f53\u4f60\u771f\u7684\u9700\u8981\u5f00\u4f1a\u7684\u65f6\u5019\uff0c\u6709\u4e00\u4e2a\u9760\u8c31\u7684\u56e2\u961f\uff0c\u80af\u5b9a\u6bd4\u4e00\u4e2a\u4eba\u95ed\u95e8\u9020\u8f66\u5f3a\u3002<\/p>\n<p>\u5bf9\u4e86\u3002<\/p>\n<p>MiniMax\u8bf4\u4f1a\u5f00\u6e90\u8fd9\u4e2aAgent Team\uff0c\u9884\u8ba1\u4f1a\u548cMiniMax M3\u4e00\u8d77\u653e\u51fa\u6765\u3002<\/p>\n<p>\u684c\u9762\u7aef\u4e0b\u8f7d\uff1aagent.minimaxi.com\/download<\/p>\n<blockquote>\n<p><strong>\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n<p>\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n<p>\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n<p>\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Jay \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>\u7ec8\u4e8e\uff0c\u4e0d\u7528\u4e00\u76f4\u5bf9AI\u8bf4\u300c\u7ee7\u7eed\u300d\u4e86\u2026\u2026<\/p>\n<p>\u521a\u521a\uff0cMiniMax\u63a8\u51fa\u4e86\u65b0Agent\u3002<\/p>\n<p>Mavis\uff0cMiniMax as a Jarvis\u3002<\/p>\n<p>\u6709\u610f\u601d\u7684\u540d\u5b57\u3002<\/p>\n<p>\u60f3\u4e86\u89e3\u4e00\u4e0b\uff0c\u4f46\u6709\u70b9\u61d2\uff0c\u4e0d\u592a\u60f3\u770b\u6280\u672fblog\u3002<\/p>\n<p>\u6b63\u597d\u6700\u8fd1\u4e0d\u662f\u6d41\u884c\u7528AI\u505aHTML\u5417\uff0c\u6211\u5c31\u7ed9\u5b83\u4e22\u4e86\u8fd9\u4e48\u4e00\u4e2a\u4efb\u52a1\uff1a<\/p>\n<p>\u57fa\u4e8eMavis\u7684blog\uff0c\u505a\u4e00\u4e2a\u80fd\u653e\u8fdb\u6587\u7ae0\u5c55\u793a\u7684HTML\u4e13\u9898\u9875\u3002<\/p>\n<p>\u5bf9\uff0c\u5c31\u8fd9\u4e48\u4e00\u53e5\u8bdd\uff0c\u6ca1\u548b\u8ba4\u771f\u60f3prom<\/p>\n","protected":false},"author":1,"featured_media":4890,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/4894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=4894"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/4894\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/4890"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=4894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=4894"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=4894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}