{"id":801287,"date":"2026-06-18T10:45:50","date_gmt":"2026-06-18T02:45:50","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=801287"},"modified":"2026-06-18T10:45:50","modified_gmt":"2026-06-18T02:45:50","slug":"%e5%85%b7%e8%ba%ab%e6%99%ba%e8%83%bd%e7%9a%84%e5%a4%a7%e5%b9%b3%e8%a1%8c%e7%90%86%e8%ae%ba%e4%bc%9a%e6%88%90%e7%9c%9f%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=801287","title":{"rendered":"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/215E8E862BED48FE797CB0A87FE10623C63036F9_size1307_w1080_h1080.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u8fc7\u53bb\u4e00\u5e74\uff0c\u4e16\u754c\u6a21\u578b\u548c\u5177\u8eab\u667a\u80fd\u51e0\u4e4e\u6210\u4e86 AI \u5708\u6700\u70ed\u7684\u4e24\u4e2a\u5173\u952e\u8bcd\u3002\u4f46\u771f\u6b63\u7684\u95ee\u9898\u662f\uff1a\u673a\u5668\u4eba\u4f1a\u4e0d\u4f1a\u50cf\u5927\u8bed\u8a00\u6a21\u578b\u4e00\u6837\uff0c\u8d70\u51fa\u4e00\u6761\u7a81\u7136\u6536\u655b\u3001\u5feb\u901f\u89c4\u6a21\u5316\u7684\u6280\u672f\u8def\u7ebf\uff1f<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u6765\u81ea Fusion Fund \u7684\u4e24\u4f4d<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>\u4eba Charlotte Xia \u548c Matt Wong\u3002\u4ed6\u4eec\u4ee5\u82f1\u4f1f\u8fbe\u79d1\u5b66\u5bb6 Jim Fan \u63d0\u51fa\u7684 \u201cThe Great Parallel\u201d \u4e3a\u5207\u53e3\uff0c\u8ba8\u8bba\u5177\u8eab\u667a\u80fd\u662f\u5426\u53ef\u80fd\u590d\u523b LLM \u7684\u53d1\u5c55\u8def\u5f84\uff1a\u5148\u901a\u8fc7\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u5efa\u7acb\u4e16\u754c\u7406\u89e3\uff0c\u518d\u901a\u8fc7\u884c\u52a8\u548c\u7269\u7406\u73af\u5883\u5b8c\u6210\u5bf9\u9f50\u3002<\/p>\n<p>\u6587\u7ae0\u6ca1\u6709\u6025\u7740\u7ed9\u51fa\u7ed3\u8bba\uff0c\u800c\u662f\u628a\u5f53\u4e0b\u5177\u8eab\u667a\u80fd\u7684\u51e0\u4e2a\u5173\u952e\u5206\u6b67\u6446\u4e86\u51fa\u6765\uff1a\u4e16\u754c\u6a21\u578b\u5230\u5e95\u662f\u4e0d\u662f\u7b54\u6848\uff1f\u673a\u5668\u4eba\u6570\u636e\u8be5\u600e\u4e48\u79ef\u7d2f\uff1f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\u516c\u53f8\u7684\u673a\u4f1a\u53c8\u4f1a\u843d\u5728\u54ea\u91cc\uff1f<\/p>\n<p><strong>\u4ee5\u4e0b\u662f\u5b8c\u6574\u7f16\u8bd1\u3002<\/strong><\/p>\n<p>\u5728\u6df1\u5165\u8ba8\u8bba\u4e4b\u524d\uff0c\u8ba9\u6211\u4eec\u5148\u660e\u786e\u672c\u6587\u4e2d\u201c\u4e16\u754c\u6a21\u578b\u201d\u7684\u5b9a\u4e49\u3002\u6211\u4eec\u501f\u9274\u4e86\u6e05\u534e\u5927\u5b66 Jingtao Ding \u7b49\u4eba\u6700\u8fd1\u7684\u4e16\u754c\u6a21\u578b\u7efc\u8ff0\uff0c\u5176\u4e2d\u63d0\u4f9b\u7684\u5b9a\u4e49\u4e0e\u672c\u6587\u8bed\u5883\u5951\u5408\uff1a<\/p>\n<p>\u4e16\u754c\u6a21\u578b\u56f4\u7ed5\u4e24\u4e2a\u6838\u5fc3\u529f\u80fd\u6784\u5efa\uff1a\uff081\uff09\u6784\u5efa\u5185\u90e8\u8868\u793a\u4ee5\u7406\u89e3\u4e16\u754c\u7684\u8fd0\u4f5c\u673a\u5236\uff0c\uff082\uff09\u9884\u6d4b\u672a\u6765\u72b6\u6001\u4ee5\u6a21\u62df\u548c\u6307\u5bfc\u51b3\u7b56\u3002<\/p>\n<p>\u5728\u5177\u8eab AI \u7684\u8bed\u5883\u4e0b\uff0c\u51b3\u7b56\u6307\u7684\u662f\u7269\u7406\u667a\u80fd\u4f53\uff08\u5982\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u8f66\u7b49\u7cfb\u7edf\uff09\u5982\u4f55\u9009\u62e9\u52a8\u4f5c\u4ee5\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u5b8c\u6210\u76ee\u6807\u3002<\/p>\n<p><strong>\u6a21\u578b\u5206\u6b67\uff1aVLA vs. \u4e16\u754c\u6a21\u578b vs. \u5176\u4ed6<\/strong><\/p>\n<p>\u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\uff08VLA\uff09\u6a21\u578b\u5c06\u89c2\u6d4b\uff08\u56fe\u50cf\u3001\u8bed\u8a00\u6307\u4ee4\u548c\u673a\u5668\u4eba\u72b6\u6001\uff09\u76f4\u63a5\u6620\u5c04\u5230\u673a\u5668\u4eba\u52a8\u4f5c\u3002\u5177\u4f53\u800c\u8a00\uff0c\u5b83\u627f\u8bfa\u4e86\u53ef\u6cdb\u5316\u7684\u5177\u8eab\u63a7\u5236\uff1a\u9884\u8bad\u7ec3\u7684\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\u9aa8\u5e72\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u89c6\u89c9-\u8bed\u4e49\u5148\u9a8c\u77e5\u8bc6\uff0c\u52a8\u4f5c\u89e3\u7801\u5668\u5c06\u8fd9\u79cd\u8bed\u4e49\u7406\u89e3\u8f6c\u5316\u4e3a\u8fde\u7eed\u7684\u8fd0\u52a8\u6307\u4ee4\u3002\u7136\u800c\uff0cVLM \u901a\u5e38\u5728\u9759\u6001\u56fe\u50cf-\u6587\u672c\u6570\u636e\u96c6\u4e0a\u9884\u8bad\u7ec3\uff0c\u7ee7\u627f\u7684\u65f6\u7a7a\u5148\u9a8c\u6709\u9650\u3002\u4ece\u6839\u672c\u4e0a\u8bf4\uff0cVLA \u5728\u6587\u672c\u7a7a\u95f4\u4e2d\u8fd0\u4f5c\u2014\u2014\u8fd9\u662f\u4e00\u79cd\u7b26\u53f7\u5316\u7684\u3001\u4e0e\u52a8\u4f5c\u65e0\u5173\u7684\u62bd\u8c61\uff0c\u53ef\u80fd\u7f3a\u4e4f\u7269\u7406\u4e16\u754c\u7684\u5173\u952e\u4fe1\u606f\uff0c\u4f8b\u5982\u65f6\u7a7a\u7406\u89e3\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/107F8F0DAFF94B3E22E670D17808633B1674B917_size12_w750_h157.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u8fd1\u671f\uff0c\u4e16\u754c\u5efa\u6a21\u88ab\u5e7f\u6cdb\u8ba8\u8bba\u4e3a\u673a\u5668\u4eba\u5b66\u4e60\u4e2d\u8131\u79bb VLA \u8303\u5f0f\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u5982\u4e0a\u6240\u8ff0\uff0c\u8bb8\u591a\u73b0\u4ee3\u4e16\u754c\u6a21\u578b\u662f\u57fa\u4e8e\u89c6\u9891\u6a21\u578b\u7684\u673a\u5668\u4eba<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\uff0c\u5c06\u7ee7\u627f\u4e86\u4e30\u5bcc\u591a\u6837\u65f6\u7a7a\u5148\u9a8c\u7684\u6269\u6563\u9aa8\u5e72\u4e0e\u9006\u52a8\u529b\u5b66\u6a21\u578b\u914d\u5bf9\uff0c\u4ece\u751f\u6210\u7684\u89c6\u9891\u4e2d\u63d0\u53d6\u63a7\u5236\u52a8\u4f5c\u2014\u2014\u8fd9\u4e00\u65b9\u6cd5\u7531 Yilun Du \u7b49\u4eba\u5728 UniPi \u4e2d\u5f00\u521b\u3002\u66f4\u65b0\u7684\u7814\u7a76\u66f4\u8fdb\u4e00\u6b65\uff0c\u8054\u5408\u9884\u6d4b\u52a8\u4f5c\u548c\u672a\u6765\u4e16\u754c\u72b6\u6001\uff0c\u5982 NVIDIA \u6700\u8fd1\u7684 DreamZero \u8bba\u6587\u3002\u66f4\u6df1\u5c42\u7684\u8f6c\u53d8\u5728\u4e8e\u673a\u5668\u4eba\u5b66\u5230\u4e86\u4ec0\u4e48\uff1a\u4e0d\u518d\u662f\u67d0\u4e2a\u7279\u5b9a\u673a\u5668\u4eba\u5e94\u8be5\u5982\u4f55\u79fb\u52a8\uff0c\u800c\u662f\u4e16\u754c\u672c\u8eab\u7684\u7269\u7406\u52a8\u6001\uff0c\u8fd9\u53ef\u4ee5\u8de8\u5f62\u6001\u8fc1\u79fb\u3002\u7531\u4e8e\u4e16\u754c\u6a21\u578b\u662f\u4ee5\u52a8\u4f5c\u4e3a\u6761\u4ef6\u7684\uff0c\u5b83\u8fd8\u53ef\u4ee5\u88ab\u4ea4\u4e92\u5f0f\u67e5\u8be2\uff0c\u8ba9\u673a\u5668\u4eba\u901a\u8fc7\u53cd\u4e8b\u5b9e\u63a8\u7406\uff08\u201c\u5982\u679c\u6211\u8fd9\u6837\u505a\u4f1a\u600e\u6837\uff1f\u201d\uff09\u5e76\u5b9e\u65f6\u89c4\u5212\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cVLA \u5f80\u5f80\u4ee5\u5355\u6b21\u65b9\u5f0f\u5c06\u8bb0\u5fc6\u7684\u573a\u666f\u6620\u5c04\u4e3a\u52a8\u4f5c\uff0c\u56e0\u6b64\u5728\u8bad\u7ec3\u4e2d\u4ece\u672a\u5c55\u793a\u8fc7\u7684\u672a\u89c1\u3001\u975e\u7ed3\u6784\u5316\u73af\u5883\u4e2d\u4f1a\u9677\u5165\u56f0\u5883\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5728\u50cf\u7d20\u7a7a\u95f4\u4e2d\u8fdb\u884c\u63a8\u7406\u4ecd\u7136\u662f\u5f00\u653e\u7814\u7a76\u95ee\u9898\uff0c\u56e0\u6b64\u5927\u591a\u6570\u4e16\u754c\u6a21\u578b\u76ee\u524d\u7f3a\u4e4f\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/FA43C461B15ECC7EA374BAB34ACBA0A0C4F4C05E_size7_w373_h258.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u6700\u8fd1\u7684\u51e0\u7bc7\u8bba\u6587\u5df2\u8bc1\u660e\u4e16\u754c\u6a21\u578b\u5728\u6837\u672c\u6548\u7387\u548c\u6cdb\u5316\u80fd\u529b\u4e0a\u4f18\u4e8e VLA\u3002NVIDIA \u7684 DreamZero \u5728\u672a\u89c1\u4efb\u52a1\u548c\u73af\u5883\u4e0a\u5b9e\u73b0\u4e86\u76f8\u5bf9\u4e8e\u6700\u5148\u8fdb\u5f00\u6e90 VLA \u7684 2 \u500d\u63d0\u5347\u3002\u5b83\u8fd8\u89e3\u9501\u4e86 VLA \u65e0\u6cd5\u9ad8\u6548\u5229\u7528\u7684\u8bad\u7ec3\u6570\u636e\u7ed3\u6784\uff1aVLA \u9700\u8981\u91cd\u590d\u7684\u6f14\u793a\uff08\u4f8b\u5982\u201c\u62fe\u53d6\u676f\u5b50\u201d\u6267\u884c 50 \u6b21\uff09\uff0c\u800c DreamZero \u7684\u4e00\u4e2a\u5355\u96c6\u662f\u4e00\u6bb5\u8fde\u7eed 5 \u5206\u949f\u7684\u9065\u64cd\u4f5c\u5e8f\u5217\uff0c\u6db5\u76d6\u5927\u7ea6 42 \u4e2a\u4e0d\u540c\u7684\u5b50\u4efb\u52a1\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/325762B3F5C039F3CE1DBFB892F16C4AEB528E9C_size26_w750_h413.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>DreamZero \u5c55\u793a\u4e86\u5bf9\u672a\u89c1\u4efb\u52a1\u7684\u96f6\u6837\u672c\u6cdb\u5316\u3002\u5b83\u5728\u8bad\u7ec3\u4e2d\u7f3a\u5931\u7684 10 \u4e2a\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86\u53ef\u89c2\u7684\u4efb\u52a1\u8fdb\u5c55\uff0c\u800c VLA \u5728\u4e24\u79cd\u5f62\u6001\u4e0a\u90fd\u8868\u73b0\u6323\u636e\u3002\u5728 AgiBot G1 \u4e0a\uff0c\u4ece\u96f6\u8bad\u7ec3\u7684 VLA \u4efb\u52a1\u8fdb\u5ea6\u63a5\u8fd1\u96f6\uff08&lt;1%\uff09\uff0c\u800c DreamZero \u5e73\u5747\u8fbe\u5230 39.5%\u3002\u53c2\u89c1 Seonghyeon Ye \u7b49\u4eba\u7684\u8bba\u6587\u300aWorld Action Models are Zero-shot Policies\u300b\uff08arXiv, 2026\uff09\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8be5\u9886\u57df\u4ecd\u5904\u4e8e\u975e\u5e38\u65e9\u671f\u4e14\u4e0d\u65ad\u6f14\u8fdb\u7684\u9636\u6bb5\uff0c\u5c1a\u4e0d\u6e05\u695a\u54ea\u79cd\u6a21\u578b\u67b6\u6784\u5c06\u6210\u4e3a\u8d62\u5bb6\u3002Physical Intelligence \u516c\u5f00\u627f\u8ba4\uff0c\u4ed6\u4eec\u66fe\u7ecf\u82b1\u4e86\u4e00\u4e9b\u65f6\u95f4\u62bc\u6ce8\u4e16\u754c\u6a21\u578b\u5c06\u5728\u4efb\u52a1\u6cdb\u5316\u4e0a\u5927\u5e45\u51fb\u8d25 VLA\uff1b\u8fd9\u4e2a\u8d4c\u6ce8\u6700\u521d\u5f97\u5230\u4e86\u56de\u62a5\uff0c\u76f4\u5230\u4ed6\u4eec\u81ea\u5df1\u7684 VLA \u57fa\u7ebf\u968f\u7740\u66f4\u591a\u6570\u636e\u7684\u5f15\u5165\u8d76\u4e86\u4e0a\u6765\uff0c\u4e5f\u5f00\u59cb\u5c55\u793a\u6cdb\u5316\u80fd\u529b\u3002RoboArena \u6392\u884c\u699c\u5c55\u793a\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u52a8\u6001\u7684\u5c40\u9762\uff0c\u5176\u4e2d\u5728 VLA \u6a21\u578b\u548c\u65b0\u5174\u4e16\u754c\u6a21\u578b\u4e4b\u95f4\u6301\u7eed\u7684\u67b6\u6784\u8fa9\u8bba\u4e2d\uff0c\u5206\u6570\u4ecd\u5728\u663e\u8457\u53d8\u52a8\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/2EA651288FADC3BDAA265BED1102DB1C1288ACF4_size25_w750_h517.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u5c3d\u7ba1\u5982\u6b64\uff0c\u4e00\u4e9b\u7814\u7a76\u4eba\u5458\u8ba4\u4e3a\uff0c\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u89c6\u9891\u751f\u6210\u9aa8\u5e72\u4ecd\u662f\u6b21\u4f18\u7684\uff0c\u65e0\u6cd5\u5355\u72ec\u5b9e\u73b0\u7269\u7406\u667a\u80fd\u3002\u4ed6\u4eec\u7684\u8bba\u70b9\u662f\uff0c\u673a\u5668\u4eba\u5b66\u4e0d\u9700\u8981\u50cf\u7d20\u7ea7\u522b\u7684\u89c6\u9891\u4fdd\u771f\u5ea6\uff0c\u800c\u4eba\u7c7b\u667a\u80fd\u8c03\u7528\u7684\u611f\u89c9\u4fe1\u606f\u8fdc\u6bd4\u89c6\u89c9\u66f4\u52a0\u591a\u6837\u2014\u2014\u4ece\u89e6\u89c9\u5230\u672c\u4f53\u611f\u89c9\u5230\u524d\u5ead\u53cd\u9988\u2014\u2014\u56e0\u6b64\u5b8c\u5168\u57fa\u4e8e\u89c6\u89c9\u7684\u67b6\u6784\u53ef\u80fd\u4e0d\u662f\u6700\u7ec8\u7b54\u6848\u3002\u8fd9\u5f00\u8f9f\u4e86\u6df7\u5408\u8303\u5f0f\u7684\u7a7a\u95f4\uff0c\u5c06 VLA \u7684\u8bed\u4e49\u7406\u89e3\u7528\u4e8e\u9ad8\u5c42\u4efb\u52a1\u5206\u89e3\uff0c\u540c\u65f6\u7528\u4e16\u754c\u6a21\u578b\u7684\u9884\u6d4b\u6027\u3001\u751f\u6210\u6027\u52a8\u6001\u6765\u8865\u5145\uff0c\u903b\u8f91\u662f\u5404\u81ea\u5f25\u8865\u5bf9\u65b9\u7684\u5f31\u70b9\u3002\u6700\u5b8f\u5927\u7684\u8d4c\u6ce8\u662f\u201c\u5168\u80fd\u6a21\u578b\u201d\uff0c\u4ee5 NVIDIA \u6700\u8fd1\u53d1\u5e03\u7684 Cosmos 3 \u4e3a\u4ee3\u8868\uff0c\u5b83\u5c06\u89c6\u89c9\u63a8\u7406\u3001\u4e16\u754c\u751f\u6210\u548c\u52a8\u4f5c\u9884\u6d4b\u7ed3\u5408\u5728\u4e00\u4e2a\u7cfb\u7edf\u4e2d\uff0c\u539f\u751f\u5730\u7406\u89e3\u548c\u751f\u6210\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u3001\u73af\u5883\u58f0\u97f3\u548c\u52a8\u4f5c\uff0c\u800c\u4e0d\u662f\u62fc\u63a5\u5355\u72ec\u7684\u6a21\u5757\u3002<\/p>\n<p><strong>\u6570\u636e\u6269\u5c55\u5206\u6b67<\/strong><\/p>\n<p>\u8fd1\u51e0\u4e2a\u6708\u6765\u51e0\u5bb6\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u516c\u53f8\u7684\u53d1\u5e03\u8868\u660e\uff0c\u5728\u6536\u96c6\u548c\u6269\u5c55\u4ec0\u4e48\u6570\u636e\u4e0a\u4e5f\u6ca1\u6709\u6536\u655b\u3002Generalist \u6536\u96c6\u4e86 50 \u4e07\u5c0f\u65f6 UMI \u98ce\u683c\u7684\u7269\u7406\u4ea4\u4e92\u6570\u636e\uff0c\u5f00\u521b\u4e86 UMI \u98ce\u683c\u6570\u636e\u6269\u5c55\u4f5c\u4e3a\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u65b0\u5e95\u5c42\u7684\u5148\u6cb3\u3002Physical Intelligence \u7684 \u03c00.7 \u5229\u7528 VLA \u6a21\u578b\u4f7f\u7528\u975e\u5e38\u591a\u6837\u5316\u7684\u6570\u636e\uff0c\u8fd9\u662f\u673a\u5668\u4eba\u6570\u636e\uff08\u591a\u6837\u73af\u5883\u4e2d\u7684\u91ce\u5916\u548c\u5b9e\u9a8c\u5ba4\u6570\u636e\uff1a\u6f14\u793a\u6570\u636e\u3001\u5931\u8d25\u6570\u636e\u3001\u81ea\u4e3b\u6570\u636e\uff0c\u8de8\u4e0d\u540c\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u5305\u62ec\u9759\u6001\u548c\u79fb\u52a8\u3001\u5355\u81c2\u6216\u53cc\u81c2\uff09\u548c\u975e\u673a\u5668\u4eba\u6570\u636e\uff08\u591a\u6a21\u6001\u7f51\u7edc\u6570\u636e\u3001\u81ea\u6211\u4e2d\u5fc3\u4eba\u7c7b\u6570\u636e\uff09\u7684\u7ec4\u5408\u3002LingBot-VLA \u662f\u76ee\u524d\u5728 2 \u4e07\u5c0f\u65f6\u9065\u64cd\u4f5c\u673a\u5668\u4eba\u6570\u636e\u4e0a\u8bad\u7ec3\u7684\u6700\u5927\u5355\u4e00\u5f00\u6e90\u53d1\u5e03\u4e4b\u4e00\u3002Rhoda \u8ba4\u4e3a\u7f51\u7edc\u89c6\u9891\u662f\u6355\u6349\u52a8\u6001\u7269\u7406\u4e16\u754c\u7684\u6700\u53ef\u6269\u5c55\u6570\u636e\u6e90\uff0c\u5176\u7cfb\u7edf\u5728\u6570\u4ebf\u5c0f\u65f6\u7684\u7f51\u7edc\u89c6\u9891\u6570\u636e\u4e0a\u8fdb\u884c\u9884\u8bad\u7ec3\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/28EC90916398832D45AEAA91F98B0AB24149CAF0_size27_w750_h437.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u5c3d\u7ba1\u8fd9\u4e9b\u56e2\u961f\u62bc\u6ce8\u7684\u6570\u636e\u7b56\u7565\u622a\u7136\u4e0d\u540c\uff0c\u4f46\u5b83\u4eec\u4f3c\u4e4e\u6b63\u5728\u6c47\u805a\u4e8e\u540c\u4e00\u4e2a\u539f\u5219\uff1a\u5728\u73b0\u9636\u6bb5\uff0c\u6269\u5c55\u6570\u636e\u548c\u7b56\u5212\u6b63\u786e\u8d28\u91cf\u7684\u6570\u636e\uff0c\u6bd4\u6a21\u578b\u67b6\u6784\u7684\u6807\u7b7e\u66f4\u91cd\u8981\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u76f8\u4fe1\u5177\u8eab AI \u9075\u5faa\u7c7b\u4f3c LLM \u7684\u6269\u5c55\u5b9a\u5f8b\uff0c\u6211\u4eec\u5982\u4f55\u80fd\u89e6\u53ca\u4e92\u8054\u7f51\u89c4\u6a21\u7684\u6570\u636e\u6765\u89e3\u51b3\u673a\u5668\u4eba\u95ee\u9898\uff1f\u6311\u6218\u7684\u89c4\u6a21\u662f\u5de8\u5927\u7684\uff1a\u6b63\u5982 Ken Goldberg \u7684\u8457\u540d\u6846\u67b6\u6240\u8ff0\uff0c\u76f8\u5bf9\u4e8e\u5f53\u4eca\u5927\u578b\u8bed\u8a00\u548c\u89c6\u89c9\u6a21\u578b\u80cc\u540e\u7684\u6570\u636e\uff0c\u673a\u5668\u4eba\u9762\u4e34 10 \u4e07\u5e74\u7684\u201c\u6570\u636e\u9e3f\u6c9f\u201d\u3002\u5f25\u5408\u5b83\u610f\u5473\u7740\u627e\u5230\u5b9e\u9645\u53ef\u6269\u5c55\u7684\u6570\u636e\u6e90\u3002\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u51fa\u53d1\uff0c\u5927\u89c4\u6a21\u7f51\u7edc\u89c6\u9891\u662f\u884c\u4e1a\u53ef\u4ee5\u5229\u7528\u7684\u6700\u4e30\u5bcc\u7684\u89c6\u89c9\u6570\u636e\uff0c\u5982\u679c\u6a21\u578b\u80fd\u5b66\u4f1a\u826f\u597d\u7684\u52a8\u6001\u5e76\u5c06\u5b66\u4e60\u8fc1\u79fb\u5230\u673a\u5668\u4eba\u4e0a\u7684\u8bdd\u3002\u9065\u64cd\u4f5c\u673a\u5668\u4eba\u6570\u636e\u662f\u6700\u4e0d\u53ef\u6269\u5c55\u7684\uff0c\u56e0\u4e3a\u5b83\u901a\u5e38\u9700\u8981\u9ad8\u6602\u7684\u8bbe\u7f6e\u6210\u672c\uff0c\u800c\u4e14\u6570\u636e\u4e5f\u7f3a\u4e4f\u591a\u6837\u6027\u3002\u5904\u4e8e\u4e2d\u95f4\u7684\u662f\u901a\u8fc7\u8f7b\u91cf\u7ea7\u53ef\u7a7f\u6234\u786c\u4ef6\uff08\u5982\u5934\u6234\u3001\u8155\u6234\u76f8\u673a\uff09\u91c7\u96c6\u7684\u7b2c\u4e00\u4eba\u79f0\u89c6\u89d2\u6570\u636e\uff0c\u5373\u81ea\u6211\u4e2d\u5fc3\u89c6\u89d2\uff0c\u6216 UMI\uff08\u901a\u7528\u64cd\u4f5c\u63a5\u53e3\uff09\u98ce\u683c\u7684\u786c\u4ef6\u6846\u67b6\u6216\u4f20\u611f\u5668\u624b\u5957\uff0c\u76f4\u63a5\u4ece\u4eba\u7c7b\u6f14\u793a\u4e2d\u5b66\u4e60\uff0c\u800c\u65e0\u9700\u6602\u8d35\u7684\u673a\u5668\u4eba\u5728\u56de\u8def\u9065\u64cd\u4f5c\u3002\u6700\u7ec8\u76ee\u6807\u662f\u5c3d\u53ef\u80fd\u5c11\u5730\u4f7f\u7528\u673a\u5668\u4eba\u6570\u636e\uff0c\u4f46\u5f53\u524d\u7684\u673a\u5668\u4eba\u7b56\u7565\u8fd8\u4e0d\u591f\u6cdb\u5316\uff0c\u9065\u64cd\u4f5c\u77ed\u671f\u5185\u4e0d\u4f1a\u6d88\u5931\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/F030746EC8C28A2059C1F85AF1318B2ADFEDCE5E_size21_w750_h331.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>Chelsea Finn \u5728 CVPR 2026 Workshop \u4e0a\u5c55\u793a\u7684\u6700\u65b0\u7814\u7a76\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65e9\u671f\u4fe1\u53f7\u3002\u5f53\u9884\u8bad\u7ec3\u6570\u636e\u5728\u573a\u666f\u548c\u4efb\u52a1\u4e0a\u8fbe\u5230\u8db3\u591f\u7684\u591a\u6837\u6027\u65f6\uff0c\u4eba-\u673a\u5668\u4eba\u8fc1\u79fb\u5f00\u59cb\u6d8c\u73b0\u3002\u5173\u952e\u7684\u662f\uff0c\u5728\u8db3\u591f\u591a\u6837\u5316\u7684\u673a\u5668\u4eba\u6570\u636e\u57fa\u7840\u4e0a\uff0c\u52a0\u5165\u4eba\u7c7b\u89c6\u9891\u6570\u636e\u53ef\u4ee5\u5c06\u673a\u5668\u4eba\u4ece\u672a\u76f4\u63a5\u89c2\u5bdf\u8fc7\u7684\u65b0\u6cdb\u5316\u8bbe\u7f6e\u4e0a\u7684\u4efb\u52a1\u6210\u529f\u7387\u51e0\u4e4e\u7ffb\u500d\u3002\u6027\u80fd\u4e0a\u9650\u968f\u6570\u636e\u591a\u6837\u6027\u800c\u6269\u5c55\uff0c\u4f46\u8be5\u9886\u57df\u5c1a\u672a\u786e\u7acb\u4ec0\u4e48\u662f\u201c\u8db3\u591f\u201d\uff0c\u6216\u5982\u4f55\u9ad8\u6548\u5730\u8fbe\u5230\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/C11EE572F4C4EAB005D673A76F56CC32C41A8D65_size43_w750_h559.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p><strong>\u4e16\u754c\u6a21\u578b\u7684\u8868\u793a\u5bc6\u5ea6\u5206\u6b67<\/strong><\/p>\n<p>\u9274\u4e8e\u4e16\u754c\u6a21\u578b\u7684\u521d\u751f\u72b6\u6001\uff0c\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u90fd\u5b58\u5728\u5173\u4e8e\u5982\u4f55\u6700\u4f73\u5730\u8868\u793a\u7ed9\u5b9a\u4e16\u754c\u72b6\u6001\u7684\u7ed3\u6784\u6027\u8fa9\u8bba\u3002\u5177\u4f53\u800c\u8a00\uff0c\u5b83\u4eec\u5728\u62bd\u8c61\u7ea7\u522b\u4e0a\u6709\u6240\u4e0d\u540c\uff0c\u8fd9\u5bfc\u81f4\u4e86\u5728\u5efa\u6a21\u80fd\u529b\u3001\u6837\u672c\u6548\u7387\u3001\u6cdb\u5316\u3001\u4efb\u52a1\u5bf9\u9f50\u3001\u53ef\u89e3\u91ca\u6027\u548c\u8ba1\u7b97\u6210\u672c\u65b9\u9762\u7684\u6743\u8861\u3002\u76ee\u524d\u4e3b\u8981\u6709\u4e09\u5927\u5b66\u6d3e\uff1a\u50cf\u7d20\u7ea7\u3001\u6f5c\u5728\u7ea7\u548c\u663e\u5f0f 3D \u51e0\u4f55\u8868\u793a\u3002<\/p>\n<p><strong>\u50cf\u7d20\u7ea7\u6a21\u578b<\/strong>\u76f4\u63a5\u7528\u539f\u59cb\u50cf\u7d20\u9884\u6d4b\u4e16\u754c\uff0c\u8868\u793a\u7684\u5bc6\u5ea6\u786e\u4fdd\u4e86\u7167\u7247\u7ea7\u7684\u771f\u5b9e\u611f\u548c\u65e0\u635f\u7684\u4e16\u754c\u6295\u5f71\u3002\u7136\u800c\uff0c\u5b83\u53ef\u80fd\u4f1a\u4f18\u5148\u8003\u8651\u50cf\u7d20\u91cd\u5efa\u800c\u975e\u8bed\u4e49\u91cd\u8981\u6027\uff0c\u5e76\u53ef\u80fd\u5bfc\u81f4\u5197\u4f59\u3002\u6b64\u5916\uff0c\u9010\u5e27\u9884\u6d4b\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u8ba1\u7b97\u6210\u672c\u5f88\u9ad8\u3002\u5728\u5177\u8eab AI \u4e2d\u4f7f\u7528\u65f6\uff0c\u6a21\u578b\u53ef\u80fd\u6d6a\u8d39\u5927\u91cf\u80fd\u529b\u53bb\u9884\u6d4b\u5b9e\u9645\u4e0a\u5bf9\u51b3\u7b56\u65e0\u5173\u7684\u9ad8\u9891\u7ec6\u8282\uff08\u4f8b\u5982\u6811\u4e0a\u5355\u72ec\u79fb\u52a8\u7684\u6811\u53f6\uff09\u3002<\/p>\n<p><strong>\u663e\u5f0f 3D \u51e0\u4f55\u6a21\u578b<\/strong>\u4f18\u5148\u8003\u8651\u7ed3\u6784\uff1a\u4e0d\u662f\u91cd\u5efa\u6bcf\u4e2a\u50cf\u7d20\uff0c\u800c\u662f\u76f4\u63a5\u7f16\u7801\u573a\u666f\u7684\u51e0\u4f55\u914d\u7f6e\u2014\u2014\u5176\u5185\u5bb9\u7684\u4f4d\u7f6e\u3001\u5f62\u72b6\u548c\u7a7a\u95f4\u5173\u7cfb\u2014\u2014\u4f5c\u4e3a\u6a21\u578b\u63a8\u7406\u7684\u57fa\u5143\u3002\u51e0\u79cd\u65b9\u6cd5\u5904\u4e8e\u4e0d\u540c\u7684\u62bd\u8c61\u7ea7\u522b\u3002\u7c92\u5b50\u65b9\u6cd5\u5728\u7269\u4f53\u4e0a\u6563\u5e03\u5bc6\u96c6\u7684\u79bb\u6563\u70b9\u4ee5\u6355\u6349\u8868\u9762\u548c\u4f53\u79ef\uff1b\u5173\u952e\u70b9\u66f4\u7a00\u758f\uff0c\u4ec5\u4fdd\u7559\u5c11\u91cf\u5177\u6709\u8bed\u4e49\u542b\u4e49\u7684\u4efb\u52a1\u76f8\u5173\u70b9\uff1b\u7269\u4f53\u4e2d\u5fc3\u8868\u793a\u6700\u4e3a\u62bd\u8c61\uff0c\u5728\u76f8\u4e92\u4f5c\u7528\u7684\u7269\u4f53\u5c42\u9762\u5efa\u6a21\u52a8\u6001\u3002\u6bcf\u79cd\u65b9\u6cd5\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u4efb\u52a1\uff1a\u7269\u4f53\u4e2d\u5fc3\u8868\u793a\u64c5\u957f\u591a\u521a\u4f53\u64cd\u4f5c\uff0c\u800c\u7c92\u5b50\u66f4\u597d\u5730\u6355\u6349\u53ef\u53d8\u5f62\u548c\u975e\u521a\u6027\u7269\u4f53\u3002\u5728\u9759\u6001\u72b6\u6001\u4e4b\u5916\uff0cWenlong \u7b49\u4eba\u7684 PointWorld \u5c06\u52a8\u4f5c\u672c\u8eab\u8868\u793a\u4e3a 3D \u70b9\u6d41\uff0c\u8fd9\u662f\u4e00\u79cd\u4e0e\u5f62\u6001\u65e0\u5173\u7684\u8868\u8ff0\u3002\u6211\u4eec\u7684\u6295\u8d44\u7ec4\u5408\u516c\u53f8 Sancho \u4f7f\u7528\u57fa\u4e8e\u7c92\u5b50\u7684\u8868\u793a\uff0c\u4ed6\u4eec\u53d1\u73b0\u8fd9\u79cd\u65b9\u6cd5\u8ba1\u7b97\u9ad8\u6548\u4e14\u80fd\u5b9e\u73b0\u7a33\u5065\u7684\u957f\u89c6\u91ce\u5bfc\u822a\u3002<\/p>\n<p><strong>\u6f5c\u5728\u7ea7\u6a21\u578b<\/strong>\u7528\u6f5c\u5728\u7a7a\u95f4\u4e2d\u7684\u7d27\u51d1\u7279\u5f81\u96c6\u8868\u793a\u4e16\u754c\uff0c\u8fd9\u4e9b\u7279\u5f81\u662f\u9884\u6d4b\u672a\u6765\u6240\u5fc5\u9700\u7684\uff0c\u5e76\u5728\u5b66\u4e60\u548c\u8ba1\u7b97\u6548\u7387\u4ee5\u53ca\u6cdb\u5316\u80fd\u529b\u4e0a\u80dc\u51fa\u3002Yann LeCun \u4e00\u76f4\u662f\u6f5c\u5728\u7ea7\u6a21\u578b\u7684\u957f\u671f\u5021\u5bfc\u8005\u2014\u2014\u5728\u4ed6 2022 \u5e74\u7684\u8bba\u6587\u4e2d\u63d0\u51fa\u4e86\u8054\u5408\u5d4c\u5165\u9884\u6d4b\u67b6\u6784\uff08JEPA\uff09\u3002JEPA \u5c06\u8bad\u7ec3\u76ee\u6807\u8bbe\u5b9a\u4e3a\u9884\u6d4b\u4e0b\u4e00\u4e2a\u6f5c\u5728\u5411\u91cf\uff0c\u5e76\u8bad\u7ec3\u4e13\u7528\u7f16\u7801\u5668\u6d88\u9664\u4e0d\u5229\u4e8e\u9884\u6d4b\u7684\u65e0\u5173\u7ec6\u8282\u3002Danijar Hafner \u7b49\u4eba\u7684 Dreamer \u7cfb\u5217\u8bba\u6587\u8868\u660e\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u5728\u6f5c\u5728\u60f3\u8c61\u4e2d\u5b66\u4e60\u884c\u4e3a\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/FAF1A6A1A6B887A9DA76AEF886FA62689DA7485D_size49_w750_h434.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u4e3a\u4e86\u8c03\u548c\u8fd9\u4e9b\u7ed3\u6784\u6027\u8fa9\u8bba\uff0c\u4e00\u4e2a\u65b0\u5174\u5b66\u6d3e\u4e3b\u5f20\u6253\u7834\u8fd9\u4e9b\u5355\u4e00\u8303\u5f0f\u4e4b\u95f4\u7684\u521a\u6027\u8fb9\u754c\uff0c\u8f6c\u800c\u91c7\u7528\u591a\u7ea7\u6df7\u5408\u4e16\u754c\u8868\u793a\u3002\u5728\u4ed6\u4eec 2026 \u5e74\u7684\u89c6\u89d2\u8bba\u6587\u4e2d\uff0cJiajun Wu \u7b49\u4eba\u63d0\u51fa\u4e86\u4e00\u79cd\u7ed3\u6784\u5316\u7684\u9a6c\u5c14\u53ef\u592b\u4e16\u754c\u6a21\u578b\uff0c\u5b83\u5229\u7528\u663e\u5f0f\u8868\u793a\u5c06\u4e16\u754c\u6a21\u578b\u76f4\u63a5\u5730\u57fa\u4e8e\u57fa\u7840\u6a21\u578b\u7684\u63a8\u7406\u7a7a\u95f4\u2014\u2014\u4fdd\u6301\u5b66\u4e60\u5230\u7684\u6982\u5ff5\u53ef\u89e3\u91ca\u2014\u2014\u540c\u65f6\u4f9d\u8d56\u9690\u5f0f\u6f5c\u5728\u7279\u5f81\u6765\u6355\u6349\u51e0\u4f55\u3001\u7eb9\u7406\u548c\u7269\u7406\u7684\u5bcc\u8868\u8fbe\u3001\u7a20\u5bc6\u590d\u6742\u6027\u3002\u5173\u952e\u7684\u662f\uff0c\u8fd9\u79cd\u6df7\u5408\u65b9\u6cd5\u662f\u671d\u7740\u6784\u5efa\u7a33\u5065\u53ef\u6cdb\u5316\u4e16\u754c\u6a21\u578b\u7684\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<p>\u603b\u4f53\u800c\u8a00\uff0c\u5177\u8eab AI \u5728\u6a21\u578b\u3001\u6570\u636e\u548c\u8868\u793a\u7a7a\u95f4\u4e0a\u4ecd\u5b58\u5728\u5b9e\u8d28\u6027\u5206\u6b67\u3002\u6bd5\u7adf\uff0cLLM \u9886\u57df\u4e5f\u66fe\u770b\u8d77\u6765\u540c\u6837\u788e\u7247\u5316\u2014\u2014RNN\u3001LSTM \u7b49\u5faa\u73af\u67b6\u6784\u4e3b\u5bfc\u7740\u8be5\u9886\u57df\uff0c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u524d\u666f\u53ef\u671f\uff0c\u6ce8\u610f\u529b\u673a\u5236\u5c1a\u5904\u4e8e\u521d\u751f\u72b6\u6001\u3002\u7136\u800c\uff0c\u5f53 2017 \u5e74\u300aAttention Is All You Need\u300b\u53d1\u8868\u5e76\u5c06 Transformer \u786e\u7acb\u4e3a LLM \u65f6\u4ee3\u7684\u4e8b\u5b9e\u67b6\u6784\u65f6\uff0c\u884c\u4e1a\u6307\u6570\u7ea7\u8d77\u98de\u3002\u6709\u4eba\u53ef\u80fd\u4f1a\u8bf4\uff0c\u5177\u8eab AI \u4e5f\u6b63\u5728\u4e3a\u540c\u6837\u7684\u6536\u655b\u505a\u51c6\u5907\u3002<\/p>\n<p><strong>\u201c\u5927\u5e73\u884c\u201d\u4f1a\u6210\u771f\u5417\uff1f<\/strong><\/p>\n<p>2026 \u5e74\uff0cNVIDIA \u7684 Jim Fan \u63d0\u51fa\u4e86\u201c\u5927\u5e73\u884c\u201d\u7406\u8bba\uff1a\u5177\u8eab AI \u5c06\u5faa\u4e0e LLM \u76f8\u540c\u6280\u672f\u589e\u957f\u5f27\u7ebf\u7684\u8bba\u65ad\u3002\u57fa\u7840\u6027\u7684\u7b2c\u4e00\u6b65\u662f\u5728\u7edf\u4e00\u7684\u9884\u8bad\u7ec3\u8303\u5f0f\u4e0a\u5b9e\u73b0\u6536\u655b\uff0c\u65e0\u8bba\u662f\u6a21\u578b\u67b6\u6784\u8fd8\u662f\u6570\u636e\u6269\u5c55\u5b9a\u5f8b\u3002\u4f46\u6211\u4eec\u4f1a\u5f88\u5feb\u770b\u5230\u9884\u8bad\u7ec3\u8303\u5f0f\u7684\u6536\u655b\u5417\uff1f\u5982\u679c\u4f1a\uff0c\u6536\u655b\u7684\u901f\u5ea6\u4f1a\u662f\u591a\u5c11\uff1f<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/F36CA6F62BE7D0A77105CBFF33FF04B3C2099560_size25_w750_h402.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>\u6211\u4eec\u8ba4\u4e3a\uff0c\u4e24\u4e2a\u7ed3\u6784\u6027\u74f6\u9888\u963b\u6b62\u4e86\u5177\u8eab AI \u4e2d\u7c7b\u4f3c\u7684\u9884\u8bad\u7ec3\u6536\u655b\u3002<\/p>\n<p><strong>\u74f6\u9888\u4e00\uff1a\u8be5\u9886\u57df\u7f3a\u4e4f\u5171\u4eab\u7684\u6210\u719f\u8bc4\u4f30\u7cfb\u7edf<\/strong><\/p>\n<p>LLM \u4e4b\u6240\u4ee5\u6536\u655b\uff0c\u90e8\u5206\u539f\u56e0\u662f Arena AI \u7b49\u57fa\u51c6\u5e73\u53f0\u7ed9\u4e86\u793e\u533a\u4e00\u4e2a\u5171\u540c\u7684\u6807\u5c3a\u3002\u7136\u800c\uff0c\u5177\u8eab AI \u7531\u4e8e\u7ed3\u6784\u6027\u6311\u6218\u5c1a\u65e0\u7b49\u4ef7\u7269\u3002\u9996\u5148\uff0c\u8be5\u9886\u57df\u7f3a\u4e4f\u660e\u786e\u7684\u57fa\u672c\u4e8b\u5b9e\u3002\u673a\u5668\u4eba\u7684\u5f62\u6001\u548c\u4efb\u52a1\u6bd4\u8bed\u8a00\u9886\u57df\u591a\u6837\u5f97\u591a\uff0c\u800c\u4e14\u6210\u529f\u5f80\u5f80\u662f\u6a21\u7cca\u7684\uff1a\u5982\u679c\u4e24\u4e2a\u673a\u5668\u4eba\u4ee5\u4e0d\u540c\u65b9\u5f0f\u62fe\u53d6\u548c\u653e\u7f6e\u7269\u4f53\uff0c\u4e24\u8005\u90fd\u4e0d\u660e\u663e\u66f4\u4f18\uff0c\u4e5f\u6ca1\u6709\u5355\u4e00\u6307\u6807\u80fd\u6355\u6349\u6cdb\u5316\u80fd\u529b\u3002\u5176\u6b21\uff0c\u771f\u5b9e\u4e16\u754c\u6d4b\u8bd5\u4ecd\u662f\u8bc4\u4f30\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%bb%84%e9%87%91\" title=\"View all posts in \u9ec4\u91d1\" target=\"_blank\" class=\"tag_link\">\u9ec4\u91d1<\/a>\u6807\u51c6\uff0c\u4f46\u6210\u672c\u9ad8\u6602\u4e14\u4e0d\u53ef\u6269\u5c55\u3002\u7b2c\u4e09\uff0c\u5927\u591a\u6570\u57fa\u51c6\u53ea\u8bc4\u4f30\u673a\u5668\u4eba\u7684\u539f\u5b50\u64cd\u4f5c\uff1a\u7279\u5b9a\u7269\u4f53\u7684\u62fe\u53d6\u548c\u653e\u7f6e\u3001\u5df2\u77e5\u697c\u5c42\u5e73\u9762\u7684\u5bfc\u822a\u7b49\u3002\u8fd9\u5b58\u5728\u4e00\u79cd\u57fa\u51c6\u8fc7\u62df\u5408\u52a8\u6001\uff0c\u793e\u533a\u4e13\u95e8\u9488\u5bf9\u5df2\u77e5\u8bc4\u4f30\u8fed\u4ee3\u6a21\u578b\uff0c\u8fd9\u4f1a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%80%9a%e8%83%80\" title=\"View all posts in \u901a\u80c0\" target=\"_blank\" class=\"tag_link\">\u901a\u80c0<\/a>\u6027\u80fd\u800c\u4e0d\u6539\u5584\u5e95\u5c42\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p>\u5bf9\u66f4\u53ef\u6269\u5c55\u7684\u6a21\u62df\u57fa\u51c6\u7684\u9700\u6c42\u6b63\u5728\u589e\u52a0\uff0c\u4f46\u4eff\u771f\u5230\u771f\u5b9e\u7684\u5dee\u8ddd\u4ecd\u7136\u5f88\u5927\uff0c\u9700\u8981\u4eba\u5de5\u52aa\u529b\u6765\u6539\u5584\u6cdb\u5316\u3002\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u7814\u7a76\u65b9\u5411\u662f Sherry Yang Lab \u7684 WorldGym\uff0c\u4e00\u4e2a\u57fa\u4e8e\u4e16\u754c\u6a21\u578b\u7684\u7b56\u7565\u8bc4\u4f30\u73af\u5883\uff0c\u7528\u4e8e\u66ff\u4ee3\u6602\u8d35\u7684\u771f\u5b9e\u4e16\u754c\u673a\u5668\u4eba\u6d4b\u8bd5\u3002RoboArena \u662f 2025 \u5e74\u53d1\u8868\u7684\u53e6\u4e00\u4e2a\u6709\u524d\u666f\u7684\u65b9\u6cd5\u3002\u5176\u6838\u5fc3\u6d1e\u5bdf\u501f\u9274\u81ea LLM \u8bc4\u4f30\uff08Chatbot Arena\uff09\u2014\u2014\u4e0d\u662f\u56fa\u5b9a\u57fa\u51c6\uff0c\u800c\u662f\u4f7f\u7528\u4f17\u5305\u7684\u53cc\u76f2\u5bf9\u6bd4\u3002\u4f46\u5b83\u53d7\u9650\u4e8e DROID \u5e73\u53f0\u786c\u4ef6\uff0c\u8fd9\u9650\u5236\u4e86\u8c01\u53ef\u4ee5\u53c2\u4e0e\uff0c\u800c\u4e14\u4e0e\u6210\u719f\u7684 ML \u57fa\u51c6\u76f8\u6bd4\uff0c\u4efb\u52a1\u8986\u76d6\u4ecd\u7136\u975e\u5e38\u6709\u9650\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u5728\u8bc4\u4f30\u6210\u719f\u4e14\u57fa\u51c6\u5230\u90e8\u7f72\u7684\u6027\u80fd\u5dee\u8ddd\u53d8\u5c0f\u4e4b\u524d\uff0c\u6a21\u578b\u5206\u6b67\u662f\u7406\u6027\u7684\u5747\u8861\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/DB429AE21A07F76861D37F00CD639E471743D7DC_size36_w652_h403.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p><strong>\u74f6\u9888\u4e8c\uff1a\u8be5\u9886\u57df\u7684\u8d44\u672c\u7ed3\u6784\u4e3b\u52a8\u7ef4\u6301\u5206\u6b67<\/strong><\/p>\n<p>AMI Labs \u57fa\u4e8e JEPA\/\u6f5c\u5728\u7a7a\u95f4\u7406\u8bba<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%9e%8d%e8%b5%84\" title=\"View all posts in \u878d\u8d44\" target=\"_blank\" class=\"tag_link\">\u878d\u8d44<\/a> 10.3 \u4ebf\u7f8e\u5143\u3002World Labs \u57fa\u4e8e\u663e\u5f0f 3D \u8868\u793a\u878d\u8d44 10 \u4ebf\u7f8e\u5143\u3002Rhoda \u57fa\u4e8e\u5176\u76f4\u63a5\u89c6\u9891-\u52a8\u4f5c\u6a21\u578b\u878d\u8d44 4.5 \u4ebf\u7f8e\u5143\u3002Physical Intelligence \u57fa\u4e8e VLA \u878d\u8d44 6 \u4ebf\u7f8e\u5143\u3002\u6bcf\u5bb6\u516c\u53f8\u90fd\u6709\u6570\u5e74\u7684\u8dd1\u9053\u8ba9\u5176\u7406\u8bba\u5145\u5206\u53d1\u5c55\uff0c\u800c\u5e02\u573a\u538b\u529b\u4e0d\u4f1a\u5f3a\u5236\u5b83\u4eec\u505a\u51fa\u51b3\u5b9a\uff0c\u800c\u4e14\u5b83\u4eec\u51e0\u4e4e\u6ca1\u6709\u6fc0\u52b1\u53bb\u5f00\u6e90\u4efb\u4f55\u7814\u7a76\u8fdb\u5c55\u3002<\/p>\n<p><strong>\u6536\u655b\u7684\u65e9\u671f\u4fe1\u53f7<\/strong><\/p>\n<p>\u5c3d\u7ba1\u6709\u7ed3\u6784\u6027\u7684\u7406\u7531\u8ba4\u4e3a\u5206\u6b67\u5c06\u957f\u671f\u5b58\u5728\uff0c\u4f46\u4e5f\u6709\u6536\u655b\u7684\u65e9\u671f\u4fe1\u53f7\u3002<\/p>\n<p>\u5728\u57fa\u4e8e\u89c6\u9891\u751f\u6210\u7684\u4e16\u754c\u6a21\u578b\u65b9\u9762\uff0c\u6269\u6563 + \u81ea\u56de\u5f52\u6df7\u5408\u6a21\u578b\u662f\u5e38\u89c1\u65b9\u6cd5\uff1a\u5728\u67b6\u6784\u4e0a\uff0c\u8be5\u9886\u57df\u5386\u53f2\u4e0a\u540c\u65f6\u8ffd\u6c42\u6269\u6563\u548c\u81ea\u56de\u5f52\u751f\u6210\u9aa8\u5e72\u3002\u6269\u6563\u6a21\u578b\u662f\u73b0\u4ee3\u89c6\u9891\u751f\u6210\u7684\u4e3b\u8981\u9aa8\u5e72\uff0c\u56e0\u4e3a\u5176\u8fed\u4ee3\u53bb\u566a\u81ea\u7136\u5730\u5efa\u6a21\u8fde\u7eed\u3001\u65f6\u95f4\u8fde\u8d2f\u7684\u8f93\u51fa\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u81ea\u56de\u5f52\u65b9\u6cd5\u53d7\u76ca\u4e8e\u5f3a\u56e0\u679c\u4e0d\u786e\u5b9a\u6027\u3001\u8fdb\u884c\u9ad8\u6548\u6811\u641c\u7d22\u63a8\u7406\u7684\u80fd\u529b\u4ee5\u53ca\u7075\u6d3b\u7684\u89c6\u91ce\u8bad\u7ec3\u3002\u4f46\u5b83\u53d7\u5230\u8bef\u5dee\u4f20\u64ad\u7684\u56f0\u6270\uff0c\u56e0\u4e3a\u5b83\u5fc5\u987b\u4ee5\u81ea\u5df1\u4e0d\u5b8c\u7f8e\u7684\u9884\u6d4b\u4e3a\u6761\u4ef6\u3002\u4e3a\u4e86\u8c03\u548c\u8fd9\u4e00\u5dee\u5f02\uff0c\u6211\u4eec\u8d8a\u6765\u8d8a\u591a\u5730\u770b\u5230\u4e24\u8005\u7684\u6df7\u5408\u3002\u5728 NeurIPS 2025 \u4e16\u754c\u6a21\u578b\u5de5\u4f5c\u574a\u4e0a\uff0cYilun Du \u6307\u51fa\uff0cDiffusion Forcing \u7b49\u65b9\u6cd5\u4e3a\u6bcf\u4e2a token \u5206\u914d\u72ec\u7acb\u7684\u566a\u58f0\u7ea7\u522b\uff0c\u5141\u8bb8\u8fd1\u672a\u6765\u88ab\u66f4\u5145\u5206\u5730\u53bb\u566a\uff0c\u800c\u8fdc\u672a\u6765\u4fdd\u6301\u76f8\u5bf9\u566a\u58f0\u72b6\u6001\u3002\u7ed3\u679c\u662f\u4e00\u4e2a\u5177\u6709\u4e0b\u4e00 token \u9884\u6d4b\u7684\u7075\u6d3b\u6027\u7684\u6982\u7387\u5e8f\u5217\u6a21\u578b\uff0c\u540c\u65f6\u53c8\u80fd\u5b9e\u73b0\u5168\u5e8f\u5217\u6269\u6563\u7684\u957f\u89c6\u91ce\u5f15\u5bfc\u3002<\/p>\n<p>\u5f53\u6211\u4eec\u8c08\u8bba\u5b9e\u65f6\u63a7\u5236\u65f6\uff0c\u5206\u5c42\u7cfb\u7edf\u4ecd\u662f\u76ee\u524d\u7684\u5b9e\u7528\u89e3\u51b3\u65b9\u6848\uff1a\u8fd9\u4e00\u6846\u67b6\u7c7b\u4f3c Kahneman \u7684\u4eba\u7c7b\u8ba4\u77e5\u53cc\u8fc7\u7a0b\u7406\u8bba\uff1a\u5feb\u901f\u7684\u7cfb\u7edf 1 \u4ea7\u751f\u53cd\u5e94\u6027\u52a8\u4f5c\uff0c\u8f83\u6162\u7684\u7cfb\u7edf 2 \u5904\u7406\u8bed\u4e49\u3001\u957f\u89c6\u91ce\u63a8\u7406\u548c\u89c4\u5212\u3002\u4e24\u4e2a\u529b\u91cf\u89e3\u91ca\u4e86\u8fd9\u79cd\u6536\u655b\u3002\u9996\u5148\uff0c\u8bed\u4e49\u89c4\u5212\u548c\u539f\u59cb\u8fd0\u52a8\u6267\u884c\u4e4b\u95f4\u5b58\u5728\u6839\u672c\u6027\u7684\u9891\u7387\u5dee\u8ddd\u3002\u9274\u4e8e\u5f53\u524d\u7684\u8ba1\u7b97\u9650\u5236\uff0c\u5728\u5927\u4f17\u5316\u786c\u4ef6\u4e0a\u540c\u65f6\u7f16\u7801\u4e92\u8054\u7f51\u89c4\u6a21\u7684\u5148\u9a8c\u5e76\u95ed\u5408 200 Hz \u63a7\u5236\u56de\u8def\u662f\u4e0d\u5207\u5b9e\u9645\u7684\u3002\u5176\u6b21\uff0c\u5206\u5c42\u7cfb\u7edf\u5b9e\u73b0\u4e86\u8de8\u5f62\u6001\u7684\u6a21\u5757\u5316\u6cdb\u5316\u3002\u63a8\u7406\u548c\u4e00\u822c\u8fd0\u52a8\u5728\u4e0d\u540c\u673a\u5668\u4eba\u8eab\u4f53\u4e4b\u95f4\u5927\u90e8\u5206\u662f\u5171\u4eab\u7684\uff0c\u56e0\u6b64\u62bd\u8c61\u7684\u4e0a\u5c42\u53ef\u4ee5\u590d\u7528\uff0c\u800c\u7279\u5b9a\u5f62\u6001\u7684\u5fae\u8c03\u5219\u96c6\u4e2d\u5728\u5904\u7406\u64cd\u4f5c\u548c\u5173\u8282\u63a7\u5236\u7684\u4e0b\u5c42\u3002\u7136\u800c\uff0c\u7aef\u5230\u7aef\u6a21\u578b\u7684\u53cd\u8bba\u662f\uff0c\u5b83\u4eec\u5b9a\u4e49\u4e3a\u5728\u5355\u4e2a\u68af\u5ea6\u4f20\u9012\u4e2d\u8bad\u7ec3\u6574\u4e2a\u7f51\u7edc\uff0c\u907f\u514d\u4e86\u5728\u5206\u522b\u8bad\u7ec3\u7684\u5c42\u4e4b\u95f4\u7684\u63a5\u53e3\u5904\u5f15\u5165\u7684\u4fe1\u606f\u635f\u5931\uff0c\u5e76\u8ba9\u7cfb\u7edf\u8054\u5408\u4f18\u5316\u800c\u4e0d\u662f\u62c5\u5fc3\u68af\u5ea6\u5982\u4f55\u8de8\u6a21\u5757\u8fb9\u754c\u4f20\u64ad\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/F4C1F74D1D891CB455335C1C13280D91048084A1_size29_w750_h362.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5177\u8eab\u667a\u80fd\u7684\u201c\u5927\u5e73\u884c\u7406\u8bba\u201d\u4f1a\u6210\u771f\u5417\uff1f\"  \/><\/p>\n<p>Figure \u7684 Helix \u8de8\u4e09\u4e2a\u65f6\u95f4\u5c3a\u5ea6\u5206\u89e3\u5806\u6808\u3002\u7cfb\u7edf 2 \u4ee5 7\u20139 Hz \u7f13\u6162\u63a8\u7406\u76ee\u6807\uff1b\u7cfb\u7edf 1 \u4ee5 200 Hz \u5c06\u611f\u77e5\u76f4\u63a5\u8f6c\u5316\u4e3a\u5168\u8eab\u5173\u8282\u76ee\u6807\uff1b\u800c\u5728 Helix 02 \u4e2d\u5f15\u5165\u7684\u7cfb\u7edf 0 \u4ee5 1 kHz \u6267\u884c\uff0c\u5904\u7406\u5e73\u8861\u3001\u63a5\u89e6\u548c\u5168\u8eab\u534f\u8c03\u3002<\/p>\n<p>\u867d\u7136\u8bb8\u591a\u516c\u53f8\u5728\u62bc\u6ce8\u9884\u8bad\u7ec3\u89e3\u51b3\u6cdb\u5316\u95ee\u9898\uff0c\u4f46\u5728\u77ed\u671f\u5185\uff0c\u5728\u9884\u8bad\u7ec3\u8303\u5f0f\u5b8c\u5168\u6536\u655b\u4e4b\u524d\uff0c\u6301\u4e45\u7684\u4f4d\u7f6e\u5c5e\u4e8e\u540c\u65f6\u62e5\u6709\u6a21\u578b\u5f00\u53d1\u548c\u524d\u6cbf\u90e8\u7f72\u7684\u5168\u6808\u73a9\u5bb6\u3002\u516c\u53f8\u53ef\u4ee5\u8bbe\u8ba1\u5b9a\u5236\u7684\u6570\u636e\u91c7\u96c6\u7ba1\u7ebf\uff0c\u5e76\u5728\u4e0d\u540c\u6a21\u578b\u67b6\u6784\u4e0a\u5229\u7528\u540e\u8bad\u7ec3\uff0c\u4e0d\u4ec5\u4f18\u5316\u6027\u80fd\u6307\u6807\uff0c\u800c\u4e14\u4f18\u5316\u4e0e\u4e1a\u52a1\u7ed3\u679c\u6302\u94a9\u7684\u5177\u4f53 ROI\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u5728\u77ed\u671f\u5185\uff0c\u62a4\u57ce\u6cb3\u662f\u901a\u8fc7\u90e8\u7f72\u5f62\u6210\u7684\u6570\u636e\u98de\u8f6e\u672c\u8eab\uff0c\u800c\u4e0d\u662f\u5b83\u4e4b\u4e0a\u7684\u67b6\u6784\u3002<\/p>\n<p>\u4ece\u66f4\u957f\u8fdc\u6765\u770b\uff0c\u5982\u679c\u6536\u655b\u53d1\u751f\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u770b\u5230\u5f00\u6e90\u6a21\u578b\u4e0a\u7684\u6d3b\u52a8\u5927\u5e45\u589e\u52a0\uff0c\u4ee5\u7f29\u5c0f\u4e0e\u4e13\u6709\u6a21\u578b\u7684\u5dee\u8ddd\uff0c\u53ef\u80fd\u4f1a\u91cd\u6f14\u4ece LLaMA \u5230 DeepSeek \u7684\u5f27\u7ebf\u3002\u8fd9\u79cd\u52a8\u6001\u5c06\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d7\u5230\u9886\u5148 AI 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href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%89%a9%e6%b5%81\" title=\"View all posts in \u7269\u6d41\" target=\"_blank\" class=\"tag_link\">\u7269\u6d41<\/a>\uff09\uff0c\u5728\u90a3\u91cc\u6570\u636e\u6df7\u4e71\u3001\u5ef6\u8fdf\u548c ROI 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