{"id":746707,"date":"2026-03-16T17:18:08","date_gmt":"2026-03-16T09:18:08","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=746707"},"modified":"2026-03-16T17:18:08","modified_gmt":"2026-03-16T09:18:08","slug":"%e6%a2%81%e6%96%87%e9%94%8b%e6%8e%a8%e8%bf%9fv4%ef%bc%8c%e6%98%af%e4%b8%ba%e4%ba%86%e6%a0%b9%e6%b2%bb%e9%be%99%e8%99%be%e7%9a%84%e5%81%a5%e5%bf%98%e7%97%87%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=746707","title":{"rendered":"\u6881\u6587\u950b\u63a8\u8fdfV4\uff0c\u662f\u4e3a\u4e86\u6839\u6cbb\u9f99\u867e\u7684\u5065\u5fd8\u75c7\uff1f"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9E2921418B72E694EDCCAC3B01B736CB70241A34_size563_w1080_h669.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" 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V4\u2014\u2014\u8981\u4e48\u4e0d\u53d1\uff0c\u8981\u53d1\u5c31\u662f\u738b\u70b8\u3002<\/p>\n<p><strong>01<\/strong><\/p>\n<p><strong>\u6881\u6587\u950b\u5230\u5e95\u5728\u618b\u4ec0\u4e48<\/strong><\/p>\n<p>OpenClaw\u7684\u7206\u706b\u8ba9\u5927\u5bb6\u8ba4\u8bc6\u5230\u4e86\u8fd9\u6837\u4e00\u4e2a\u4e8b\uff0c\u5f53AI\u771f\u7684\u5f00\u59cb\u66ff\u4eba\u5e72\u6d3b\uff0c\u6a21\u578b\u5bf9\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u548c\u8bb0\u5fc6\u80fd\u529b\u5c31\u4e0d\u518d\u662f\u52a0\u5206\u9879\uff0c\u800c\u662f\u51b3\u5b9a\u5b83\u80fd\u4e0d\u80fd\u7528\u7684\u5e95\u7ebf\u3002<\/p>\n<p>\u4e00\u4e2a\u8bb0\u4e0d\u4f4f\u4e0a\u6587\u7684agent\uff0c\u6bcf\u9694\u51e0\u8f6e\u5c31\u4f1a\u91cd\u590d\u72af\u9519\u3001\u4e22\u5931\u4efb\u52a1\u72b6\u6001\u3001\u5fd8\u8bb0\u4f60\u521a\u624d\u8bf4\u8fc7\u7684\u8bdd\u3002<\/p>\n<p>\u6240\u4ee5\u8fc7\u53bb\u4e24\u5e74\uff0c\u4e1a\u754c\u4e5f\u63a8\u51fa\u4e86\u4e0d\u5c11\u7684LTM\u65b9\u6848\u3002<\/p>\n<p>\u6bd4\u5982\u4f2f\u514b\u5229\u56e2\u961f\u57282023\u5e74\u63d0\u51fa\u7684MemGPT\uff0c\u501f\u9274\u865a\u62df\u5185\u5b58\u7684\u601d\u8def\uff0c\u8ba9\u6a21\u578b\u81ea\u5df1\u51b3\u5b9a\u4ec0\u4e48\u65f6\u5019\u628a\u54ea\u4e9b\u4fe1\u606f\u4ece\u5916\u90e8\u5b58\u50a8\u8c03\u5165\u4e0a\u4e0b\u6587\u7a97\u53e3\u3001\u4ec0\u4e48\u65f6\u5019\u6362\u51fa\u53bb\u3002<\/p>\n<p>2025\u5e74\u53d1\u5e03\u7684Mem0\uff0c\u5219\u662f\u628a\u8fd9\u6761\u8def\u5f80\u5de5\u7a0b\u5316\u63a8\u4e86\u4e00\u6b65\uff0c\u5728LOCOMO\u57fa\u51c6\u4e0a\u6bd4<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u5185\u7f6e\u8bb0\u5fc6\u9ad8\u51fa26%\uff0ctoken\u6d88\u8017\u51cf\u5c1190%\uff0c\u8fd9\u4e5f\u662f\u73b0\u5982\u4ecaOpenClaw\u793e\u533a\u7528\u5f97\u6700\u591a\u7684\u8bb0\u5fc6\u63d2\u4ef6\u3002<\/p>\n<p>\u524d\u4e24\u5929\u8fd8\u6709\u7528\u6269\u6563\u6fc0\u6d3b\u6a21\u62df\u4eba\u7c7b\u8054\u60f3\u5f0f\u8bb0\u5fc6\u63d0\u53d6\u7684SYNAPSE\uff0c\u4ee5\u53ca\u7528\u9012\u5f52\u8bed\u4e49\u538b\u7f29\u89e3\u51b3\u8bb0\u5fc6\u81a8\u80c0\u7684SimpleMem\u3002<\/p>\n<p>\u4f46\u6240\u6709\u8fd9\u4e9b\u65b9\u6848\u90fd\u6709\u4e00\u4e2a\u5171\u540c\u7684\u5929\u82b1\u677f\uff0c\u90a3\u5c31\u662f\u5b83\u4eec\u90fd\u662f\u5728\u6a21\u578b\u5916\u90e8\u8fd0\u884c\u7684\u4e2d\u95f4\u4ef6\u3002<\/p>\n<p>\u8bb0\u5fc6\u7684\u63d0\u53d6\u3001\u538b\u7f29\u3001\u68c0\u7d22\uff0c\u5168\u90e8\u7531\u5916\u6302\u7cfb\u7edf\u5b8c\u6210\uff0c\u6a21\u578b\u672c\u8eab\u4e0d\u53c2\u4e0e\u3002\u56e0\u6b64\uff0c\u8bb0\u5fc6\u7684\u8d28\u91cf\u5b8c\u5168\u53d6\u51b3\u4e8e\u5916\u6302\u7cfb\u7edf\u7684\u5de5\u7a0b\u6c34\u5e73\uff0c\u6a21\u578b\u5f97\u5230\u7684\u8bb0\u5fc6\uff0c\u4e5f\u5c31\u53c2\u5dee\u4e0d\u9f50\u3002<\/p>\n<p>\u5e76\u4e14\uff0c\u6240\u6709\u8bb0\u5fc6\u6700\u7ec8\u90fd\u8981\u901a\u8fc7\u4e0a\u4e0b\u6587\u7a97\u53e3\u6ce8\u5165\u6a21\u578b\uff0c\u8fd9\u548cOpenClaw\u78b0\u89c1\u7684\u95ee\u9898\u4e00\u6837\uff0c\u8bb0\u5fc6\u8d8a\u591a\uff0c\u90a3\u4e48token\u6210\u672c\u4e5f\u5c31\u8d8a\u9ad8\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u70b9\uff0c\u6a21\u578b\u65e0\u6cd5\u5728\u5916\u6302\u8bb0\u5fc6\u4e0a\u8fdb\u884c\u201c\u5b66\u4e60\u201d\u3002\u56e0\u4e3a\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u505a\u7684\u4e8b\u60c5\u662f\u5728\u8bfb\u522b\u4eba\u5e2e\u5b83\u6574\u7406\u597d\u7684\u7b14\u8bb0\uff0c\u800c\u4e0d\u662f\u771f\u7684\u628a\u7ecf\u9a8c\u5185\u5316\u6210\u4e86\u80fd\u529b\u3002<\/p>\n<p><strong>\u6881\u6587\u950b\u8981\u8d70\u7684\uff0c\u5f88\u53ef\u80fd\u662f\u4e00\u6761\u5b8c\u5168\u4e0d\u540c\u7684\u8def\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/150CD2E8098125A78C8D6979E06BEDD5A3C0E471_size37_w552_h426.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u6881\u6587\u950b\u63a8\u8fdfV4\uff0c\u662f\u4e3a\u4e86\u6839\u6cbb\u9f99\u867e\u7684\u5065\u5fd8\u75c7\uff1f\"  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\u7684\u201c\u65e0\u9650\u8bb0\u5fc6\u673a\u5236\u201d\u5b9e\u9a8c\u8868\u660e\uff0c\u8fd9\u5757\u8bb0\u5fc6\u7a7a\u95f4\u7684\u5bb9\u91cf\u53ef\u4ee5\u8fd1\u4e4e\u65e0\u9650\u5730\u6269\u5c55\uff0c\u4e14\u6a21\u578b\u7684\u63a8\u7406\u5f00\u9500\u4fdd\u6301\u6052\u5b9a\u3002<\/p>\n<p>\u6211\u8bf4\u5f97\u518d\u76f4\u767d\u4e00\u70b9\uff0c\u73b0\u5728\u7684\u6a21\u578b\u60f3\u201c\u8bb0\u4f4f\u201d\u4e00\u4ef6\u4e8b\uff0c\u552f\u4e00\u7684\u529e\u6cd5\u662f\u628a\u5b83\u585e\u8fdb\u5bf9\u8bdd\u7a97\u53e3\u91cc\uff0c\u7a97\u53e3\u6ee1\u4e86\u5c31\u5f97\u6254\u4e1c\u897f\u3002<\/p>\n<p>Engram\u76f8\u5f53\u4e8e\u7ed9\u6a21\u578b\u88c5\u4e86\u4e00\u5757\u72ec\u7acb\u7684\u786c\u76d8\uff0c\u4f60\u53ef\u4ee5\u628a\u8bb0\u5fc6\u5b58\u5728\u8fd9\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u91cc\uff0c\u5c31\u4e0d\u7528\u5806\u5728\u4f60\u7535\u8111\u672c\u8eab\u7684\u786c\u76d8\u4e2d\u3002\u5f53\u4f60\u60f3\u8c03\u53d6\u67d0\u4e00\u4e2a\u8bb0\u5fc6\u7684\u65f6\u5019\uff0c\u4f60\u628a\u8fd9\u5757\u786c\u76d8\u63a5\u4e0a\u5c31\u884c\u3002<\/p>\n<p>\u800c\u4e14\u8fd9\u5757\u786c\u76d8\u7406\u8bba\u4e0a\u53ef\u4ee5\u65e0\u9650\u6269\u5bb9\uff0c\u67e5\u627e\u901f\u5ea6\u6052\u5b9a\u4e0d\u53d8\u3002<\/p>\n<p>\u8fd9\u6761\u8def\u5982\u679c\u8d70\u901a\uff0c\u610f\u5473\u7740 DeepSeek \u8df3\u8fc7\u4e86\u6574\u4e2a\u201c\u5916\u6302\u8bb0\u5fc6\u201d\u7684\u6280\u672f\u8303\u5f0f\uff0c\u76f4\u63a5\u8fdb\u5165\u4e86\u201c\u539f\u751f\u8bb0\u5fc6\u201d\u7684\u65f6\u4ee3\u3002<\/p>\n<p>\u5982\u679c\u4f60\u4e86\u89e3OpenClaw\uff0c\u4f60\u4f1a\u53d1\u73b0\u6881\u6587\u950b\u4ed6\u7784\u51c6\u7684\uff0c\u6070\u6070\u662fOpenClaw\u6700\u8584\u5f31\u7684\u4e00\u73af\u3002OpenClaw\u8ba9AI\u6709\u4e86\u624b\u811a\uff0c\u5374\u6ca1\u7ed9\u5b83\u4e00\u9897\u80fd\u8bb0\u4e8b\u7684\u5927\u8111\u3002<\/p>\n<p>OpenClaw \u7684\u8bb0\u5fc6\u7cfb\u7edf\u6709\u4e09\u4e2a\u7ed3\u6784\u6027\u7f3a\u9677\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u4e2a\u662f\u538b\u7f29\u635f\u8017\u3002<\/strong><\/p>\n<p>\u4e0a\u4e0b\u6587\u7a97\u53e3\u585e\u6ee1\u540e\uff0cOpenClaw\u4f1a\u81ea\u52a8\u628a\u65e7\u5bf9\u8bdd\u538b\u7f29\u6210\u4e00\u6bb5\u6458\u8981\u6765\u817e\u7a7a\u95f4\u3002\u4e8b\u5b9e\u4fdd\u7559\u4e86\uff0c\u4f46\u5bf9\u8bdd\u7684\u8109\u7edc\uff0c\u5168\u90e8\u4e22\u5931\uff0c\u800c\u4e14\u4e0d\u53ef\u9006\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c\u4f60\u4eec\u5728\u8ba8\u8bba\u4ec0\u4e48\u3001\u51b3\u7b56\u7684\u63a8\u7406\u94fe\u6761\u3001\u8bed\u6c14\u548c\u4f18\u5148\u7ea7\u90fd\u6ca1\u6709\u4e86\uff0c\u4e5f\u90fd\u627e\u4e0d\u56de\u6765\u4e86\u3002<\/p>\n<p>\u6bd4\u5982\u538b\u7f29\u524d\uff0cagent\u8bb0\u5f97\u4e00\u5957\u5b8c\u6574\u7684\u8c03\u8bd5\u65b9\u6848\uff0c\u538b\u7f29\u540e\u53ea\u5269\u4e00\u53e5\u8bdd\uff0c\u201c\u7528\u6237\u5728\u8c03\u8bd5\u4e00\u4e2abug\u201d\uff0c\u5177\u4f53\u7684\u6392\u67e5\u8def\u5f84\u5168\u6ca1\u4e86\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u4e2a\u662f\u68c0\u7d22\u5931\u6548\u3002<\/strong><\/p>\n<p>\u8bb0\u5fc6\u6587\u4ef6\u7528\u51e0\u5468\u5c31\u5806\u5230\u51e0\u767e\u6761\uff0c\u9760\u5411\u91cf\u76f8\u4f3c\u5ea6\u68c0\u7d22\u53ec\u56de\u3002\u53ef\u662f\u5411\u91cf\u68c0\u7d22\u53ea\u80fd\u5339\u914d\u8bed\u4e49\u76f8\u8fd1\u7684\u7247\u6bb5\uff0c\u65e0\u6cd5\u7406\u89e3\u6761\u76ee\u4e4b\u95f4\u7684\u903b\u8f91\u5173\u7cfb\u3002<\/p>\n<p>\u6bd4\u5982\u8bf4\u6211\u7528OpenClaw\u505a\u4e86\u4e09\u4e2a\u65b9\u6848\uff0c\u8fd9\u4e09\u4e2a\u65b9\u6848\u5206\u6563\u5728\u4e0d\u540c\u6587\u4ef6\u91cc\uff0c\u548c\u5ba2\u6237\u6572\u5b9a\u7684\u662f\u6700\u540e\u4e00\u4e2a\u65b9\u6848\u3002\u5f53\u6211\u540e\u6765\u60f3\u68c0\u7d22\u6572\u5b9a\u7684\u65b9\u6848\u65f6\uff0c\u7531\u4e8e\u8fd9\u4e09\u4e2a\u65b9\u6848\u90fd\u662f\u7528\u6765\u53d1\u7ed9\u5ba2\u6237\u7684\uff0c\u5c31\u6709\u53ef\u80fd\u53ea\u68c0\u7d22\u547d\u4e2d\u7b2c\u4e00\u4e2a\u65b9\u6848\u6216\u8005\u7b2c\u4e8c\u4e2a\u65b9\u6848\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u4e2a\u662f\u8bb0\u5fc6\u5bb9\u91cf\u6709\u4e0a\u9650\u3002<\/strong><\/p>\n<p>OpenClaw\u7684\u8bb0\u5fc6\u5206\u4e24\u5c42\uff1a\u6838\u5fc3\u8bb0\u5fc6\uff08MEMORY.md\uff09\u6bcf\u6b21\u4f1a\u8bdd\u542f\u52a8\u65f6\u5168\u91cf\u6ce8\u5165\u4e0a\u4e0b\u6587\uff0c\u65e5\u5fd7\u8bb0\u5fc6\u5219\u901a\u8fc7\u641c\u7d22\u5de5\u5177\u6309\u9700\u53ec\u56de\u3002<\/p>\n<p>\u542c\u8d77\u6765\u5408\u7406\uff0c\u7136\u800c\u6838\u5fc3\u8bb0\u5fc6\u6709\u786c\u6027\u4e0a\u9650\uff0c\u5355\u6587\u4ef620000\u5b57\u7b26\u622a\u65ad\uff0c\u6240\u6709bootstrap\u6587\u4ef6\u5408\u8ba1\u4e0d\u8d85\u8fc7150000\u5b57\u7b26\u3002<\/p>\n<p>\u53ef\u662f\u4f60\u7528\u5f97\u8d8a\u4e45\uff0cMEMORY.md\u8d8a\u957f\uff0c\u8981\u4e48\u88ab\u622a\u65ad\u4e22\u4fe1\u606f\uff0c\u8981\u4e48\u6bcf\u6b21\u4f1a\u8bdd\u7684token\u6d88\u8017\u7ebf\u6027\u589e\u957f\u3002<\/p>\n<p>\u8fd8\u6ca1\u5b8c\uff0c\u65e5\u5fd7\u90a3\u8fb9\uff0c\u6309\u9700\u68c0\u7d22\u7684\u8d28\u91cf\u5b8c\u5168\u53d6\u51b3\u4e8e\u6a21\u578b\u81ea\u5df1\u7684\u5224\u65ad\uff0c\u5b83\u89c9\u5f97\u4e0d\u76f8\u5173\u5c31\u4e0d\u53ec\u56de\uff0c\u54ea\u6015\u4fe1\u606f\u786e\u5b9e\u5b58\u5728\u3002\u5f88\u5bb9\u6613\u5c31\u4f1a\u628a\u91cd\u8981\u7684\u4fe1\u606f\u7ed9\u4e22\u6389\u3002<\/p>\n<p>\u8bf4\u767d\u4e86\uff0c\u8fd9\u4e09\u4e2a\u95ee\u9898\u662f\u540c\u4e00\u4ef6\u4e8b\uff1a\u7a97\u53e3\u5c31\u90a3\u4e48\u5927\uff0c\u5f80\u91cc\u585e\u7684\u4e1c\u897f\u8d8a\u591a\uff0c\u8981\u4e48\u8bb0\u9519\uff0c\u8981\u4e48\u627e\u4e0d\u5230\uff0c\u8981\u4e48\u592a\u8d35OpenClaw\u7684\u8bb0\u5fc6\u4e0d\u662f\u201c\u8bb0\u4f4f\u4e86\u201d\uff0c\u800c\u662f\u201c\u6284\u4e86\u4e00\u5806\u7b14\u8bb0\u7136\u540e\u7ffb\u4e0d\u5230\u201d\u3002<\/p>\n<p>\u5982\u679cV4\u771f\u7684\u5728\u67b6\u6784\u5c42\u9762\u8dd1\u901a\u4e86\u8fd9\u6761\u8def\uff0c\u90a3\u5b83\u4e0d\u4ec5\u89e3\u51b3OpenClaw\u7684\u95ee\u9898\uff0c\u8fd8\u80fd\u8ba9\u6a21\u578b\u53d8\u6210\u201c\u53ef\u6210\u957f\u7684\u6a21\u578b\u201d\u3002<\/p>\n<p>\u7528\u5f97\u8d8a\u4e45\u8d8a\u61c2\u4f60\u3002\u8fd9\u548c\u5f53\u524d\u6240\u6709\u5927\u6a21\u578b\u7684\u4f7f\u7528\u4f53\u9a8c\u6709\u672c\u8d28\u533a\u522b\uff0c\u56e0\u4e3a\u73b0\u5728\u7684\u6a21\u578b\u65e0\u8bba\u591a\u5f3a\uff0c\u6bcf\u6b21\u6253\u5f00\u90fd\u662f\u4e00\u5f20\u767d\u7eb8\u3002<\/p>\n<p><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>\u7684\u4e00\u9879\u6700\u65b0\u7814\u7a76\uff0c\u4ece\u53e6\u4e00\u4e2a\u65b9\u5411\u5370\u8bc1\u4e86\u8fd9\u6761\u8def\u7684\u4ef7\u503c\u3002<\/p>\n<p>\u4eceOpenAI\u52a0\u5165\u817e\u8baf\u62c5\u4efb\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u7684\u59da\u987a\u96e8\uff0c\u57282\u6708\u4efd\u7684\u65f6\u5019\u53d1\u5e03\u4e86\u4ed6\u5165\u804c\u540e\u7684\u7b2c\u4e00\u7bc7\u7f72\u540d\u8bba\u6587\u3002<\/p>\n<p>\u8bba\u6587\u7684\u540d\u5b57\u53ebCL-bench\uff0c\u5168\u79f0Context Learning Benchmark\uff0c\u4e13\u95e8\u6d4b\u4e00\u4ef6\u4e8b\uff0c\u5c31\u662f\u5927\u6a21\u578b\u80fd\u4e0d\u80fd\u4ece\u4e0a\u4e0b\u6587\u91cc\u771f\u6b63\u5b66\u5230\u4e1c\u897f\u3002<\/p>\n<p>\u4e0d\u662f\u8003\u5b83\u80cc\u4e86\u591a\u5c11\u77e5\u8bc6\uff0c\u800c\u662f\u8003\u5b83\u80fd\u4e0d\u80fd\u4ece\u4f60\u7ed9\u7684\u6750\u6599\u91cc\u73b0\u5b66\u73b0\u7528\u3002<\/p>\n<p>\u7ed3\u679c\u5f88\u96be\u770b\u3002<\/p>\n<p>\u6240\u6709\u524d\u6cbf\u6a21\u578b\u7684\u5e73\u5747\u6b63\u786e\u7387\u53ea\u670917.2%\u3002\u6b63\u786e\u7387\u6700\u9ad8\u7684\u6a21\u578b\u662fGPT-5.1\uff0c\u53ef\u5b83\u4e5f\u53ea\u505a\u5bf9\u4e8623.7%\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u4f60\u7cbe\u5fc3\u51c6\u5907\u4e86\u4e00\u4efd\u8be6\u5c3d\u7684\u80cc\u666f\u8d44\u6599\u5582\u7ed9AI\uff0c\u5b83\u6709\u8d85\u8fc7\u516b\u6210\u7684\u6982\u7387\u6ca1\u6709\u771f\u6b63\u201c\u5b66\u4f1a\u201d\u3002<\/p>\n<p>\u59da\u987a\u96e8\u5728\u8bba\u6587\u4e2d\u7684\u5224\u65ad\u662f\uff0c\u5f53\u524d AI\u4e0e\u771f\u6b63\u667a\u80fd\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u4e0d\u5728\u4e8e\u77e5\u8bc6\u7684\u591a\u5c11\uff0c\u800c\u5728\u4e8e\u5b66\u4e60\u7684\u80fd\u529b\u3002\u4e00\u4e2a\u88c5\u6ee1\u77e5\u8bc6\u5374\u4e0d\u4f1a\u5b66\u4e60\u7684AI\uff0c\u5c31\u50cf\u4e00\u4e2a\u80cc\u4e86\u6574\u672c\u5b57\u5178\u5374\u4e0d\u4f1a\u5199\u4f5c\u7684\u4eba\u3002<\/p>\n<p>\u4ed6\u5728AGI-Next\u524d\u6cbf\u5cf0\u4f1a\u4e0a\u4e5f\u8bf4\u8fc7\u7c7b\u4f3c\u7684\u89c2\u70b9\uff0c\u4ed6\u8ba4\u4e3a\u5927\u6a21\u578b\u8fc8\u5411\u9ad8\u4ef7\u503c\u5e94\u7528\u7684\u6838\u5fc3\u74f6\u9888\uff0c\u5c31\u5728\u4e8e\u80fd\u5426\u201c\u7528\u597d\u4e0a\u4e0b\u6587\u201d\u3002<\/p>\n<p>\u5982\u4f55\u8bb0\u5fc6\uff0c\u5f88\u53ef\u80fd\u6210\u4e3a2026\u5e74\u7684\u6838\u5fc3\u4e3b\u9898\u3002\u4e00\u65e6\u4e0a\u4e0b\u6587\u5b66\u4e60\u4e0e\u8bb0\u5fc6\u53d8\u5f97\u53ef\u9760\uff0c\u6a21\u578b\u6216\u8bb8\u5c31\u80fd\u5b9e\u73b0\u81ea\u4e3b\u5b66\u4e60\u3002<\/p>\n<p>\u6881\u6587\u950b\u4e0d\u53ef\u80fd\u4e0d\u61c2\u8fd9\u4e2a\u9053\u7406\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u53d1\u5e03\u65e5\u671f\u4e00\u63a8\u518d\u63a8\u3002<\/p>\n<p><strong>02<\/strong><\/p>\n<p><strong>DeepSeek\u8981\u8865\u7684\u8bfe<\/strong><\/p>\n<p>\u613f\u666f\u5f52\u613f\u666f\uff0c\u73b0\u5b9e\u5f52\u73b0\u5b9e\u3002<\/p>\n<p>\u5728\u6881\u6587\u950b\u95ed\u5173\u7684\u8fd9\u4e00\u5e74\u91cc\uff0c\u5bf9\u624b\u4eec\u6ca1\u6709\u505c\u4e0b\u6765\u7b49\u4ed6\u3002DeepSeek\u8981\u8865\u7684\u8bfe\uff0c\u6bd4\u5916\u754c\u60f3\u8c61\u7684\u591a\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u5757\u77ed\u677f\u662f\u591a\u6a21\u6001\uff0c\u8fd9\u4e5f\u662f\u6700\u5927\u7684\u4e00\u5757\u3002<\/strong><\/p>\n<p>DeepSeek\u5230\u4eca\u5929\u4e3a\u6b62\uff0c\u8fd8\u662f\u4e00\u4e2a\u7eaf\u6587\u672c\u6a21\u578b\u3002\u5b83\u6ca1\u529e\u6cd5\u770b\u56fe\u3001\u770b\u89c6\u9891\u3001\u542c\u8bed\u97f3\u3002<\/p>\n<p>\u5012\u4e0d\u662f\u8bf4DeepSeek\u5b8c\u5168\u6ca1\u6709\u89c6\u89c9\u80fd\u529b\u3002\u5728\u4eca\u5e741\u6708\u7684\u65f6\u5019\uff0c\u4ed6\u4eec\u53d1\u5e03\u4e86OCR 2\uff0c\u8fd9\u662f\u4e00\u4e2a3B\u53c2\u6570\u7684\u6587\u6863\u7406\u89e3\u5c0f\u6a21\u578b\u3002\u5b83\u7684\u6838\u5fc3\u662f\u7528\u4e00\u4e2a\u53ebDeepEncoder V2\u7684\u7f16\u7801\u5668\u66ff\u4ee3\u4e86\u4f20\u7edf\u7684\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u8ba9\u6a21\u578b\u80fd\u50cf\u4eba\u4e00\u6837\u6309\u9605\u8bfb\u987a\u5e8f\u7406\u89e3\u6587\u6863\u9875\u9762\u3002<\/p>\n<p>\u4ec5\u5728\u6587\u6863\u89e3\u6790\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e0a\uff0cOCR 2\u7528\u6700\u5c11\u7684\u89c6\u89c9token\u6218\u80dc\u4e86Qwen3-VL-235B\u8fd9\u79cd\u5343\u4ebf\u7ea7\u9009\u624b\u3002<\/p>\n<p>\u4f46OCR 2\u53ea\u80fd\u505a\u4e00\u4ef6\u4e8b\uff1a\u628a\u6587\u6863\u91cc\u7684\u6587\u5b57\u3001\u8868\u683c\u3001\u516c\u5f0f\u63d0\u53d6\u51fa\u6765\u3002\u672c\u8d28\u4e0a\u662f\u201c\u56fe\u50cf\u2192\u6587\u672c\u201d\u7684\u5355\u5411\u8f6c\u6362\uff0c\u4e0d\u662f\u901a\u7528\u7684\u89c6\u89c9\u7406\u89e3\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0cOCR 2\u8bc1\u660e\u4e86DeepSeek\u6709\u80fd\u529b\u505a\u597d\u89c6\u89c9\u7f16\u7801\uff0c\u4f46\u4ece\u201c\u80fd\u8bfb\u6587\u6863\u201d\u5230\u201c\u80fd\u770b\u89c6\u9891\u3001\u542c\u8bed\u97f3\u3001\u7406\u89e3\u81ea\u7136\u573a\u666f\u201d\uff0c\u4e2d\u95f4\u9694\u7740\u7684\u4e0d\u662f\u4e00\u6b65\uff0c\u800c\u662f\u4e00\u6574\u4e2a\u6280\u672f\u4ee3\u9645\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u5176\u4ed6\u5927\u5382\u65e9\u5c31\u8fdb\u5165\u4e86\u201c\u5168\u6a21\u6001\u201d\u65f6\u4ee3\u3002<\/p>\n<p>\u5b57\u8282\u7684Seedance 2.0\u8bc1\u660e\u4e86\u4f18\u79c0\u7684\u591a\u6a21\u6001\u6a21\u578b\u6709\u591a\u5927\u7684\u7528\u6237\u57fa\u7840\u548c\u5546\u4e1a\u6f5c\u529b\u3002GPT-5.4\u5df2\u7ecf\u539f\u751f\u652f\u6301\u97f3\u9891\u3001\u89c6\u9891\u548c\u8ba1\u7b97\u673a\u64cd\u4f5c\u3002<\/p>\n<p>\u6709\u6d88\u606f\u900f\u9732\uff0c\u6881\u6587\u950b\u8fd1\u534a\u5e74\u7684\u4e3b\u8981\u5de5\u4f5c\u4e4b\u4e00\u5c31\u662f\u8865\u9f50\u89c6\u89c9\u5185\u5bb9\u5904\u7406\u7684\u77ed\u677f\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u5757\u77ed\u677f\u662fagent\u80fd\u529b\u3002<\/strong><\/p>\n<p>DeepSeek<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e4%bf%a1\" title=\"View all posts in \u5fae\u4fe1\" target=\"_blank\" class=\"tag_link\">\u5fae\u4fe1<\/a>\u516c\u4f17\u53f7\u81ea\u5df1\u7f6e\u9876\u7684\u6587\u7ae0\u6807\u9898\u5c31\u662f\u201c\u8fc8\u5411agent\u65f6\u4ee3\u7684\u7b2c\u4e00\u6b65\u201d\uff0c\u8fd9\u5c31\u8db3\u4ee5\u8bf4\u660e\u6881\u6587\u950b\u77e5\u9053\u8be5\u5f80\u54ea\u4e2a\u65b9\u5411\u524d\u8fdb\u3002<\/p>\n<\/p>\n<p>\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u5f00\u59cb\u4f7f\u7528OpenClaw\uff0c\u65e0\u8bba\u662f\u5927\u5382\u8fd8\u662f\u5c0f\u5382\uff0c\u90fd\u5728\u5f3a\u8c03\u81ea\u5df1\u6a21\u578b\u7684agent\u80fd\u529b\u3002<\/p>\n<p>Kimi K2.5\u5df2\u7ecf\u80fd\u81ea\u4e3b\u8c03\u5ea6100\u4e2a\u5b50agent\u3001\u5e76\u884c\u5904\u74061500\u4e2a\u6b65\u9aa4\u3002<a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\u7684agent\u529f\u80fd\u53ef\u4ee5\u81ea\u52a8\u586b\u8868\u3001\u8ba2\u673a\u7968\u3001\u8de8\u7f51\u7ad9\u62c9\u53d6\u4fe1\u606f\u3002Claude\u63a8\u51fa\u4e86Agent Teams\uff0c\u591a\u4e2aAI\u534f\u540c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u5757\u77ed\u677f\u662fAI\u7f16\u7a0b\u3002<\/strong><\/p>\n<p>\u8fd9\u662f2026\u5e74\u53d1\u5c55\u6700\u5feb\u3001\u5546\u4e1a\u5316\u6700\u6210\u719f\u7684\u8d5b\u9053\u3002<\/p>\n<p>\u5728\u7f16\u7a0b\u57fa\u51c6\u6d4b\u8bd5SWE-bench Verified\u4e0a\uff0cClaude Opus 4.6\u5f97\u520680.8%\uff0cGPT-5.3 Codex\u7ea680%\uff0cDeepSeek V3.2\u53ea\u670973.1%\u3002<\/p>\n<p>\u5728\u66f4\u96be\u7684\u57fa\u51c6SWE-bench Pro\u4e0a\u6d4b\u8bd5\uff0cDeepSeek V3.2\u5f97\u5206\u4e3a40.9%\uff0c\u8fdc\u4f4e\u4e8eGPT-5.4\u768457.7%\u3002<\/p>\n<p>\u66f4\u5173\u952e\u7684\u662f\uff0c\u884c\u4e1a\u5df2\u7ecf\u4ece\u201cVibe Coding\u201d\uff0c\u8fdb\u5316\u5230\u4e86\u201cAgentic Engineering\u201d\uff0c\u8ba9AI\u72ec\u7acb\u5b8c\u6210\u5de5\u7a0b\u7ea7\u4efb\u52a1\u3002<\/p>\n<p>\u667a\u8c31\u7684GLM-5\u8bba\u6587\u6807\u9898\u5c31\u53eb\u300aFrom Vibe Coding to Agentic Engineering\u300b\uff0c\u5b83\u80fd\u8fde\u7eed24\u5c0f\u65f6\u8dd1\u4ee3\u7801\u3001700\u6b21\u5de5\u5177\u8c03\u7528\u3001800\u6b21\u4e0a\u4e0b\u6587\u5207\u6362\uff0c\u4ece\u96f6\u6784\u5efa\u51fa\u4e00\u4e2aGBA\u6a21\u62df\u5668\u3002<\/p>\n<p>\u6b64\u524d\u66fe\u6709\u7206\u6599\u79f0\uff0cDeepSeek-V4\u7684\u5185\u90e8\u6d4b\u8bd5\u7ed3\u679c\uff0c\u5728\u7f16\u7a0b\u80fd\u529b\u4e0a\u8d85\u8d8a\u4e86Claude Sonnet 3. \u3002\u53ef\u5982\u4eca\uff0cClaude Sonnet 3.5\u5df2\u7ecf\u88abAnthropic\u5b98\u65b9\u5b8c\u5168\u505c\u7528\u4e86\u3002<\/p>\n<p><strong>\u7b2c\u56db\u5757\u77ed\u677f\u662fAI\u641c\u7d22\u3002<\/strong><\/p>\n<p>\u73b0\u5728\u51e0\u4e4e\u6240\u6709ChatBot\u4ea7\u54c1\u90fd\u662f\u8054\u7f51\u7684\uff0c\u4f60\u5df2\u7ecf\u89c1\u4e0d\u5230\u8fd8\u628a\u6a21\u578b\u8054\u7f51\u5355\u72ec\u8bbe\u4e3a\u4e00\u4e2a\u5f00\u5173\u7684APP\u4e86\u3002<\/p>\n<p>OpenAI\u6709ChatGPT Search\uff0cGoogle\u6709Gemini Embedding 2\u641c\u7d22\u3002DeepSeek\u7684\u641c\u7d22\u80fd\u529b\u4e00\u76f4\u662f\u77ed\u677f\uff0c\u800c\u4e14\u5176\u641c\u7d22\u7ed3\u679c\u7ecf\u5e38\u4f1a\u51fa\u73b0\u5e7b\u89c9\u3002<\/p>\n<p>Vectara\u7684\u6d4b\u8bd5\u663e\u793a\uff0cDeepSeek 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