{"id":800629,"date":"2026-06-17T14:08:18","date_gmt":"2026-06-17T06:08:18","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=800629"},"modified":"2026-06-17T14:08:18","modified_gmt":"2026-06-17T06:08:18","slug":"%e6%9e%97%e4%bf%8a%e6%97%b8%e7%9a%84%e6%96%b0%e5%85%ac%e5%8f%b8%ef%bc%8c%e5%8d%96%e7%9a%84%e5%8f%af%e8%83%bd%e4%b8%8d%e6%98%af%e6%a8%a1%e5%9e%8b%ef%bc%8c%e8%80%8c%e6%98%af%e6%83%b3%e8%b1%a1","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=800629","title":{"rendered":"\u6797\u4fca\u65f8\u7684\u65b0\u516c\u53f8\uff0c\u5356\u7684\u53ef\u80fd\u4e0d\u662f\u6a21\u578b\uff0c\u800c\u662f\u201c\u60f3\u8c61\u529b\u201d"},"content":{"rendered":"<blockquote>\n<p>\u6587 | \u5b57\u6bcdAI<\/p>\n<\/blockquote>\n<p>\u524d\u901a\u4e49\u5343\u95ee\u8d1f\u8d23\u4eba\u6797\u4fca\u65f8\u57285\u6708\u6210\u7acb\u7684\u65b0\u516c\u53f8\uff0c\u8fde\u540d\u5b57\u90fd\u8fd8\u6ca1\u8d77\uff0c\u53ea\u77e5\u9053\u7814\u7a76\u7684\u662f\u4e16\u754c\u6a21\u578b\u548c\u5177\u8eab\u667a\u80fd\uff0c\u4f30\u503c\u5c31\u5df2\u7ecf\u523020\u4ebf\u7f8e\u5143\u4e86\uff0c\u8fd8\u62ff\u5230\u4e86<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>2000\u4e07\u7f8e\u5143\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%8a%95%e8%b5%84\" title=\"View all posts in \u6295\u8d44\" target=\"_blank\" class=\"tag_link\">\u6295\u8d44<\/a>\u3002<\/p>\n<p>\u6b64\u524d\u6709\u4eba\u6839\u636e\u6797\u4fca\u65f8\u7684\u63a8\u6587\u63a8\u65ad\uff0c\u8bf4\u4ed6\u73b0\u5728\u505a\u7684\u662f&ldquo;\u9884\u6d4b&rdquo;\uff0cNext State Prediction\uff0c\u4e5f\u5c31\u662f\u9884\u6d4b\u4e0b\u4e00\u5e27\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/p>\n<p>\u8fd9\u53e5\u8bdd\u6ca1\u8bf4\u9519\uff0c\u7136\u800c\u8bf4\u4e86\u7b49\u4e8e\u6ca1\u8bf4\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u5462\uff1f\u56e0\u4e3a\u73b0\u5728\u6240\u6709\u5927\u6a21\u578b\u90fd\u662f\u5728\u9884\u6d4b\uff0c\u9884\u6d4b\u4e0b\u4e00\u4e2atoken\u7684\u5185\u5bb9\u662f\u4ec0\u4e48\u3002<\/p>\n<p>\u800c\u4e14\u5982\u679c\u53ea\u662f\u72b6\u6001\u7684\u9884\u6d4b\uff0c\u90a3<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u7684\u89c6\u9891\u751f\u6210\u6a21\u578bSora\uff0c\u5b83\u5176\u5b9e\u5e72\u7684\u4e5f\u662f\u9884\u6d4b\u5404\u4e2a\u4e8b\u7269\u7684\u7269\u7406\u72b6\u6001\uff0c\u4f60\u518d\u5f00\u4e00\u5bb6\u516c\u53f8\u53bb\u5e72\u76f8\u540c\u7684\u4e8b\u60c5\uff0c\u5b8c\u5168\u6ca1\u6709\u610f\u4e49\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\uff0c\u6797\u4fca\u65f8\u60f3\u8981\u5356\u7684\u662f\u4e00\u5957\u66f4\u6df1\u7684\u4e1c\u897f&mdash;&mdash;\u60f3\u8c61\u529b\u3002<\/p>\n<p>AI\u5728\u884c\u52a8\u4e4b\u524d\uff0c\u628a\u4e8b\u60c5\u5728\u8111\u5b50\u91cc\u8fc7\u4e00\u904d\u3002<\/p>\n<p>\u6211\u7ed9\u4f60\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6211\u8ba9\u673a\u5668\u4eba\u53bb\u4e3e\u8d77\u4e00\u4e2a\u6c34\u676f\uff0c\u5b83\u4f1a\u5728\u8111\u5b50\u91cc\u60f3&ldquo;\u8fd9\u6c34\u676f\u7684\u6469\u64e6\u529b\u662f\u5982\u4f55\uff0c\u6211\u7684\u673a\u5668\u624b\u81c2\u4f1a\u4e0d\u4f1a\u6253\u6ed1\uff1f&rdquo;\u3001&ldquo;\u8fd9\u5c0f\u5b50\u662f\u4e0d\u662f\u5751\u6211\uff0c\u6c34\u676f\u6709\u53ef\u80fd\u662f\u5e26\u7535\u7684\uff0c\u6211\u78b0\u4e00\u4e0b\u628a\u6211\u7ed9\u7535\u574f\u4e86\u548b\u529e&rdquo;\u3001&ldquo;\u4e07\u4e00\u6211\u628a\u6c34\u676f\u7ed9\u6454\u4e86\uff0c\u628a\u6211\u5356\u4e86\u591f\u4e0d\u591f\u8d54\u7684\uff1f&rdquo;<\/p>\n<p>\u628a\u6240\u6709\u53ef\u80fd\u90fd\u60f3\u597d\uff0c\u518d\u53bb\u884c\u52a8\uff0c\u6574\u4e2a\u8fc7\u7a0b\uff0c\u5c31\u53eb\u505a&ldquo;\u60f3\u8c61\u529b&rdquo;\u3002<\/p>\n<p>\u4f60\u522b\u4e0d\u4fe1\uff0c\u542c\u6211\u6162\u6162\u7ed9\u4f60\u8bb2\u3002<\/p>\n<h2><strong>\u6797\u4fca\u65f8\u7684\u62fc\u56fe<\/strong><\/h2>\n<p>\u6211\u4eec\u5148\u4ece\u6700\u57fa\u672c\u7684\u5f00\u59cb\u8bf4\u8d77\u3002<\/p>\n<p>\u6797\u4fca\u65f8\u53c2\u4e0e\u8fc7\u7684\u7814\u7a76\u975e\u5e38\u591a\uff0c\u6700\u77e5\u540d\u7684\u80af\u5b9a\u662fM6\u3002<\/p>\n<p>M6\u7684\u5168\u79f0\u662fMulti-Modality to Multi-Modality Multitask Mega-transformer\uff0c\u7ffb\u8bd1\u8fc7\u6765\u662f\u4ece\u591a\u6a21\u6001\u5230\u591a\u6a21\u6001\uff0c\u591a\u4efb\u52a1\uff0c\u5de8\u578bTransformer\u3002<\/p>\n<p>M6\u7684\u6838\u5fc3\uff0c\u662f\u628a\u6240\u6709\u6a21\u6001\u3001\u6240\u6709\u4efb\u52a1\uff0c\u90fd\u585e\u8fdb\u540c\u4e00\u4e2a\u5927\u6a21\u578b\u6846\u67b6\u91cc\u3002\u8ba9\u6a21\u578b\u4e0d\u4ec5\u80fd\u5904\u7406\u7eaf\u6587\u672c\u3001\u7eaf\u56fe\u50cf\u7684\u5355\u6a21\u6001\u4efb\u52a1\uff0c\u4e5f\u80fd\u5904\u7406\u8de8\u6a21\u6001\u4efb\u52a1\uff0c\u8fd8\u80fd\u505a\u6587\u672c\u5f15\u5bfc\u7684\u56fe\u50cf\u751f\u6210\u3002<\/p>\n<p>M6\u662f&ldquo;\u60f3\u8c61\u529b&rdquo;\u7684\u8d77\u70b9\uff0c\u7269\u7406\u4e16\u754c\u672c\u8eab\u5f88\u590d\u6742\uff0c\u6709\u6587\u5b57\u3001\u56fe\u50cf\u3001\u58f0\u97f3\u3001\u7a7a\u95f4\u4f4d\u7f6e\u3001\u7269\u4f53\u72b6\u6001\u3001\u52a8\u4f5c\u8fc7\u7a0b\u548c\u7ed3\u679c\u53cd\u9988\u3002AI\u60f3\u8981\u53bb\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\uff0c\u7b2c\u4e00\u6b65\u5c31\u662f\u628a\u8fd9\u4e9b\u4e0d\u540c\u7c7b\u578b\u7684\u4fe1\u606f\u653e\u8fdb\u540c\u4e00\u4e2a\u6a21\u578b\u91cc\u5904\u7406\u3002<\/p>\n<p>\u6797\u4fca\u65f8\u5f88\u65e9\u5173\u5fc3\u7684\u5c31\u4e0d\u662f\u5355\u4e2a\u4efb\u52a1\uff0c\u800c\u662f\u5982\u4f55\u628a\u4e0d\u540c\u6765\u6e90\u3001\u4e0d\u540c\u5f62\u6001\u7684\u7ecf\u9a8c\u7edf\u4e00\u6210\u6a21\u578b\u53ef\u5b66\u4e60\u7684\u683c\u5f0f\u3002<\/p>\n<p><strong>\u5149\u6709\u6846\u67b6\u8fd8\u4e0d\u591f\uff0c\u4f60\u8fd8\u5f97\u8ba9\u6a21\u578b\u80fd\u660e\u767d\u3002\u6240\u4ee5\u5c31\u6709\u4e86Qwen\u548cQwen-VL\u3002<\/strong><\/p>\n<p>Qwen\u6211\u4eec\u90fd\u5f88\u719f\u6089\u4e86\uff0c\u5b83\u53ef\u4ee5\u5199\u4ee3\u7801\u3001\u8c03\u7528API\u3001\u4f7f\u7528\u5de5\u5177\uff0c\u628a\u4e00\u4e2a\u76ee\u6807\u62c6\u6210\u591a\u6b65\u884c\u52a8\uff0c\u5e76\u6839\u636e\u5de5\u5177\u8fd4\u56de\u7684\u7ed3\u679c\u7ee7\u7eed\u8c03\u6574\u4e0b\u4e00\u6b65\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0cQwen\u8ba9\u6a21\u578b\u6709\u4e86\u6bd4\u8f83\u6e05\u695a\u7684\u884c\u52a8\u6d41\u7a0b\uff1a\u5148\u7406\u89e3\u76ee\u6807\uff0c\u518d\u9009\u62e9\u624b\u6bb5\uff0c\u518d\u6267\u884c\uff0c\u518d\u770b\u53cd\u9988\u3002<\/p>\n<p>\u5230\u4e86\uff0cQwen-VL\uff0c\u5b83\u8ba9AI\u7684\u773c\u775b\u4e0d\u53ea\u662f\u770b\uff0c\u8fd8\u80fd\u6307\u3002\u770b\u56fe\u8bf4\u8bdd\u5927\u5bb6\u90fd\u4f1a\uff0c\u4f46Qwen-VL\u8fd8\u80fd\u505agrounding\uff0c\u628a\u56fe\u7247\u91cc\u7684\u7269\u4f53\u6846\u51fa\u6765\uff0c\u8bfb\u56fe\u4e0a\u7684\u6587\u5b57\uff0c\u56de\u7b54&ldquo;\u56fe\u4e2d\u53f3\u4e0b\u89d2\u7684\u7ea2\u8272\u676f\u5b50\u5728\u54ea\u4e2a\u4f4d\u7f6e&rdquo;\u8fd9\u79cd\u95ee\u9898\u3002<\/p>\n<p>\u8fd9\u4e24\u7bc7\u653e\u5728\u4e00\u8d77\u770b\uff0cQwen-VL\u8ba9\u6a21\u578b\u77e5\u9053\u7269\u4f53\u5728\u54ea\uff0cQwen\u8ba9\u6a21\u578b\u77e5\u9053\u600e\u4e48\u52a8\u624b\u3002<\/p>\n<p>\u76f8\u5f53\u4e8e\u662f\u8ba9\u6a21\u578b\u4ece\u89c2\u4f17\u5e2d\uff0c\u8d70\u5230\u4e86\u8d5b\u573a\u4e0a\u3002<\/p>\n<p>2026\u5e74\u6625\u8282\u524d\u540e\uff0c\u6797\u4fca\u65f8\u53c2\u4e0e\u4e86\u4e00\u7bc7\u8bba\u6587\uff0c\u540d\u4e3aWebWorld\u3002\u8fd9\u7bc7\u8bba\u6587\u8bb2\u7684\u662f\u9020\u4e00\u4e2a\u5047\u7684\u7f51\u9875\u4e16\u754c\uff0c\u8ba9Agent\u5728\u91cc\u9762\u7ec3\u624b\u3002<\/p>\n<p>\u5b83\u7528\u8d85\u8fc7\u4e00\u767e\u4e07\u6761\u771f\u5b9e\u7f51\u9875\u4ea4\u4e92\u6570\u636e\u8bad\u7ec3\u4e86\u4e00\u4e2a\u7f51\u9875\u6a21\u62df\u5668\uff0c\u80fd\u652f\u6491\u4e09\u5341\u6b65\u4ee5\u4e0a\u7684\u957f\u5e8f\u5217\u6a21\u62df\uff0c\u652f\u6301\u63a8\u7406\u3001\u591a\u683c\u5f0f\u6570\u636e\u3002<\/p>\n<p>\u5728\u5f53\u65f6\uff0cWebWorld\u7684\u6a21\u62df\u8d28\u91cf\u5df2\u7ecf\u80fd\u8ddfGemini-3-Pro\u6253\u5e73\u3002\u5e76\u4e14\u7528WebWorld\u5408\u6210\u6570\u636e\u8bad\u7ec3\u7684Qwen3-14B\uff0c\u5728WebArena\u4e0a\u76f4\u63a5\u6da8\u4e869.2%\uff0c\u6027\u80fd\u8ffd\u4e0a\u4e86GPT-4o\u3002<\/p>\n<p><strong>\u800c\u4e14\u8fd9\u5957\u6a21\u62df\u80fd\u529b\u8fd8\u80fd\u8de8\u9886\u57df\u6cdb\u5316\uff0c\u4ee3\u7801\u3001GUI\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\u73af\u5883\u90fd\u9002\u7528\u3002<\/strong><\/p>\n<p>\u4e3a\u4ec0\u4e48\u8981\u9020\u6a21\u62df\u4e16\u754c\uff1f\u56e0\u4e3a\u771f\u5b9e\u4e16\u754c\u592a\u6162\u4e86\u3002\u7f51\u9875\u6709\u52a0\u8f7d\u5ef6\u8fdf\u3001\u6709\u8bbf\u95ee\u9891\u7387\u9650\u5236\u3001\u6709\u98ce\u63a7\u62e6\u622a\u3002\u4f60\u8ba9Agent\u5728\u771f\u5b9e\u7f51\u9875\u4e0a\u8bd5\u9519\u4e00\u5343\u6b21\uff0c\u53ef\u80fd\u516b\u767e\u6b21\u90fd\u5361\u5728\u7f51\u7edc\u5ef6\u8fdf\u4e0a\uff0c\u5269\u4e0b\u4e24\u767e\u6b21\u8fd8\u6709\u4e00\u534a\u88ab\u5f53\u6210\u722c\u866b\u5c01\u4e86\u3002<\/p>\n<p>\u8bad\u7ec3\u672c\u8eab\u9700\u8981\u7684\u662f\u5927\u91cf\u591a\u6837\u5316\u7684\u4ea4\u4e92\u7ecf\u9a8c\u3002\u65e2\u7136\u5982\u6b64\u90a3\u5c31\u5728\u6a21\u578b\u5185\u90e8\u518d\u9020\u4e00\u4e2a\u4e16\u754c\u3002Agent\u5728\u8fd9\u4e2a\u865a\u5047\u4e16\u754c\u91cc\u600e\u4e48\u6454\u8ddf\u5934\u90fd\u884c\uff0c\u96f6\u6210\u672c\uff0c\u96f6<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%a3%8e%e9%99%a9\" title=\"View all posts in \u98ce\u9669\" target=\"_blank\" class=\"tag_link\">\u98ce\u9669<\/a>\u3002<\/p>\n<p>\u8fd9\u5c31\u662f&ldquo;\u60f3\u8c61\u529b&rdquo;\u7684\u672c\u8d28\uff0c\u6211\u662f\u4e3a\u4e86\u8981\u964d\u4f4e\u540e\u7eed\u7684\u98ce\u9669\u6210\u672c\uff0c\u6240\u4ee5\u6211\u73b0\u5728\u624d\u8ba9\u673a\u5668\u4eba&ldquo;\u5927\u8111&rdquo;\u5185\u8fdb\u884c\u6a21\u62df\u8bad\u7ec3\uff0c\u8bad\u7ec3\u597d\u4e86\u4ee5\u540e\u624d\u80fd\u5c11\u7ed9\u6211\u95ef\u7978\u3002<\/p>\n<p>\u6a21\u5f0f\u6709\u4e86\uff0c\u90a3\u6211\u8be5\u8ba9\u673a\u5668\u4eba\u5728\u8111\u5185\u8bad\u7ec3\u4ec0\u4e48\u5462\uff1fVideoAgentTrek\u3002\u5b83\u505a\u7684\u662f\u4ece\u4eba\u7c7b\u64cd\u4f5c\u89c6\u9891\u91cc\uff0c\u81ea\u52a8\u6316\u51faAgent\u53ef\u4ee5\u5b66\u4e60\u7684\u64cd\u4f5c\u8f68\u8ff9\u3002<\/p>\n<p>VideoAgentTrek\u4eceYouTube\u4e0a\u6252\u4e86\u4e09\u4e07\u4e5d\u5343\u4e2a\u5c4f\u5e55\u5f55\u5236\u7684\u6559\u7a0b\u89c6\u9891\uff0c\u5168\u662f\u65e0\u6807\u6ce8\u7684\u539f\u59cb\u89c6\u9891\uff0c\u7136\u540e\u81ea\u52a8\u89e3\u6790\u51fa\u4e86\u4e00\u767e\u4e94\u5341\u591a\u4e07\u6761GUI\u4ea4\u4e92\u6b65\u9aa4\u3002<\/p>\n<p>\u8fd9\u7bc7\u8bba\u6587\u98a0\u5012\u4e86\u6574\u4e2a\u8ba4\u77e5\u903b\u8f91\u3002\u4e00\u822c\u4eba\u770b\u5230\u6559\u7a0b\uff0c\u60f3\u5230\u7684\u662f&ldquo;\u6211\u8ddf\u7740\u5b66&rdquo;\u3002\u6797\u4fca\u65f8\u770b\u5230\u7684\u662f\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n<p>\u6559\u7a0b\u89c6\u9891\u91cc\u85cf\u7740\u6700\u7cbe\u51c6\u7684\u64cd\u4f5c\u8f68\u8ff9\uff0c\u9f20\u6807\u4ece\u54ea\u79fb\u5230\u54ea\u3001\u70b9\u4e86\u4ec0\u4e48\u6309\u94ae\u3001\u6253\u4e86\u4ec0\u4e48\u5b57\uff0c\u5168\u662f\u73b0\u6210\u7684\u6807\u6ce8\u3002\u4ed6\u60f3\u7684\u662f\u600e\u4e48\u628a\u8fd9\u79cd&ldquo;\u4eba\u6f14\u793a\u7ed9\u673a\u5668\u770b&rdquo;\u7684\u89c6\u9891\uff0c\u9006\u5411\u62c6\u6210&ldquo;\u673a\u5668\u80fd\u5b66\u7684\u7ecf\u9a8c&rdquo;\u3002<\/p>\n<p>\u8fd9\u4e2a\u601d\u8def\u4e00\u65e6\u6210\u7acb\uff0c\u6570\u636e\u5c31\u53d6\u4e4b\u4e0d\u7aed\u3002\u6bcf\u5929\u6709\u65e0\u6570\u4eba\u5728\u7f51\u4e0a\u5f55\u6559\u7a0b\uff0c\u6bcf\u4e00\u4e2a\u6559\u7a0b\u90fd\u662f\u4e00\u6761\u9690\u5f62\u7684\u8bad\u7ec3\u8f68\u8ff9\u3002<\/p>\n<p>\u8bf4\u53e5\u9898\u5916\u8bdd\uff0c\u8fd9\u7bc7\u8bba\u6587\u8fd8\u6709\u4e2a\u975e\u5e38\u6709\u610f\u601d\u7684\u5730\u65b9\uff0c\u90a3\u5c31\u662f\u6797\u4fca\u65f8\uff08Junyang 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