{"id":762083,"date":"2026-04-15T12:43:32","date_gmt":"2026-04-15T04:43:32","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=762083"},"modified":"2026-04-15T12:43:32","modified_gmt":"2026-04-15T04:43:32","slug":"%e8%b5%9b%e5%8d%9a%e8%84%91%e7%99%bd%e9%87%91%ef%bc%8c%e8%83%bd%e6%b2%bb%e5%a5%bdai%e7%9a%84%e5%a4%b1%e5%bf%86%e7%97%87%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=762083","title":{"rendered":"\u8d5b\u535a\u8111\u767d\u91d1\uff0c\u80fd\u6cbb\u597dAI\u7684\u5931\u5fc6\u75c7\u5417\uff1f"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_16\/612BA347865D4B8D5172A21E0FDD5A9C856A988A_size572_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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DSA\u3001\u963f\u91cc\u7684Qwen3-Next\u8fd9\u6837\u7684\u5e95\u5c42\u67b6\u6784\u4f18\u5316\uff0c\u6574\u4e2a\u4ea7\u4e1a\u90fd\u5728\u75af\u72c2\u7ed9AI\u589e\u52a0\u8bb0\u5fc6\u529b\u3002<\/p>\n<p>AI\u518d\u806a\u660e\uff0c\u8bb0\u4e0d\u4f4f\u4e8b\u513f\u4e5f\u767d\u642d\u3002<\/p>\n<p>\u90a3\u4e482026\u5e74\uff0c\u5230\u5e95\u90fd\u6709\u54ea\u4e9b\u201c\u8d5b\u535a\u8111\u767d\u91d1\u201d\u5728\u7ed9AI\u8865\u8111\uff0c\u5b83\u4eec\u5404\u81ea\u7684\u914d\u65b9\u53c8\u662f\u4ec0\u4e48\uff1f<\/p>\n<p><strong>01<\/strong><\/p>\n<p><strong>\u8d5b\u535a\u8111\u767d\u91d1\u4ea7\u54c1\u56fe\u9274<\/strong><\/p>\n<p>\u538b\u7f29\u5f0f\u8bb0\u5fc6\u7ba1\u7406\u662f\u7b2c\u4e00\u79cd\u601d\u8def\uff0c\u6838\u5fc3\u903b\u8f91\u662f\u628a\u957f\u7bc7\u5927\u8bba\u53d8\u6210\u201c\u5c0f\u4f5c\u6587\u201d\u3002<\/p>\n<p>\u5f53\u7136\u548c\u54b1\u4eec\u8d34\u5427\u8bba\u575b\u770b\u5230\u7684\u90a3\u4e9b\u5c0f\u4f5c\u6587\u80af\u5b9a\u4e0d\u4e00\u6837\u4e86\uff0c\u8fd9\u79cd\u201c\u5c0f\u4f5c\u6587\u201d\u662f\u7ed9\u5927\u6a21\u578b\u770b\u7684\uff0c\u53ea\u6709\u4e0a\u4e0b\u6587\u4e2d\u7684\u5173\u952e\u4fe1\u606f\u3002<\/p>\n<p><strong>\u8fd9\u7c7b\u4ea7\u54c1\u4e0d\u662f\u6269\u5927AI\u7684\u8bb0\u5fc6\u5bb9\u91cf\uff0c\u800c\u662f\u8ba9\u540c\u6837\u7684\u7a7a\u95f4\u88c5\u4e0b\u66f4\u591a\u4e1c\u897f\u3002<\/strong>\u5c31\u50cf\u4f60\u6574\u7406\u884c\u674e\u7bb1\u4e00\u6837\uff0c\u4f60\u628a\u8863\u670d\u63c9\u6210\u56e2\uff0c\u4f60\u53ef\u80fd\u53ea\u585e\u5f97\u4e0b\u51e0\u4ef6\u8863\u670d\uff0c\u4f46\u4f60\u8981\u662f\u53e0\u597d\u4e86\u518d\u653e\u8fdb\u53bb\uff0c\u5c31\u80fd\u585e\u5f88\u591a\u8863\u670d\u3002<\/p>\n<p>Claude-Mem\u662f\u8fd9\u4e2a\u9886\u57df\u6700\u706b\u7684\u4ea7\u54c1\u3002<\/p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u57282025\u5e74\u5e95\u53d1\u5e03\uff0c\u5230\u73b0\u5728GitHub\u4e0a\u5df2\u7ecf\u67095\u4e07\u591a\u9897\u661f\u4e86\u3002\u5b83\u4e13\u95e8\u4e3aClaude Code\u8bbe\u8ba1\uff0c\u89e3\u51b3\u7684\u5c31\u662f\u8bb0\u5fc6\u592a\u77ed\u7684\u95ee\u9898\u3002<\/p>\n<p>Claude-Mem\u7684\u505a\u6cd5\u5f88\u5de7\u5999\uff0c\u5b83\u901a\u8fc75\u4e2a\u751f\u547d\u5468\u671f\u94a9\u5b50\u81ea\u52a8\u6355\u83b7\u4f60\u548cAI\u7684\u6240\u6709\u5bf9\u8bdd\uff0c\u7136\u540e\u7528AI\u672c\u8eab\u6765\u538b\u7f29\u8fd9\u4e9b\u4fe1\u606f\u3002\u4f1a\u8bdd\u5f00\u59cb\u65f6\u52a0\u8f7d\u8f7b\u91cf\u7ea7\u7d22\u5f15\uff0c\u9700\u8981\u65f6\u518d\u5c55\u5f00\u8be6\u7ec6\u5185\u5bb9\uff0c\u6a21\u4eff\u4eba\u7c7b\u8bb0\u5fc6\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/p>\n<p>\u8fd9\u79cd\u201c\u6e10\u8fdb\u5f0f\u62ab\u9732\u201d\u7684\u8bbe\u8ba1\u5f88\u806a\u660e\u3002<\/p>\n<p>\u4f60\u4e0d\u9700\u8981\u4e00\u6b21\u6027\u628a\u6240\u6709\u5386\u53f2\u5bf9\u8bdd\u90fd\u585e\u8fdb\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u800c\u662f\u5148\u770b\u4e2a\u76ee\u5f55\uff0c\u9700\u8981\u54ea\u90e8\u5206\u518d\u8c03\u51fa\u6765\u3002<\/p>\n<p>\u5b83\u8fd9\u4e2a\u505a\u6cd5\u5c31\u50cf\u6211\u5199\u6587\u7ae0\u8bb2\u6545\u4e8b\uff0c\u4f60\u4e0d\u80fd\u4e00\u4e0a\u6765\u5c31\u628a\u4e8b\u60c5\u90fd\u8bf4\u4e86\uff0c\u4f60\u5f97\u5148\u8bf4\u4e2a\u65f6\u95f4\u7ebf\uff0c\u591a\u5c11\u591a\u5c11\u5e74\u95f4\uff0c\u7136\u540e\u518d\u8bf4\u90a3\u4e2a\u65f6\u95f4\u6bb5\u53d1\u751f\u7684\u4e8b\u3002<\/p>\n<p>\u7c7b\u4f3c\u7684\u6280\u672f\u8fd8\u6709LongLLMLingua\u548cAcon\u3002<\/p>\n<p>LongLLMLingua\u901a\u8fc7\u63d0\u793a\u8bcd\u538b\u7f29\u5b9e\u73b0\u9ad8\u8fbe20\u500d\u7684\u538b\u7f29\u7387\uff0c\u7279\u522b\u9002\u5408\u90a3\u4e9b\u53ea\u80fd\u901a\u8fc7API\u8c03\u7528\u3001\u770b\u4e0d\u5230\u5185\u90e8\u7ed3\u6784\u7684\u9ed1\u76d2\u6a21\u578b\u3002<\/p>\n<p>Acon\u5219\u66f4\u8fdb\u4e00\u6b65\uff0c\u5b83\u5728\u81ea\u7136\u8bed\u8a00\u7a7a\u95f4\u91cc\u505a\u538b\u7f29\u4f18\u5316\uff0c\u5728AppWorld\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u628a\u5185\u5b58\u4f7f\u7528\u964d\u4f4e\u4e8626%\u523054%\uff0c\u540c\u65f6\u57fa\u672c\u4e0d\u5f71\u54cd\u4efb\u52a1\u8868\u73b0\u3002<\/p>\n<p>\u8fd9\u4e9b\u5de5\u5177\u672c\u8d28\u4e0a\u90fd\u5728\u505a\u540c\u4e00\u4ef6\u4e8b\uff0c\u7528\u66f4\u5c11\u7684token\u8bf4\u66f4\u591a\u7684\u8bdd\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_16\/8072DF86AA7A8E4551289CF6D327F06070455790_size803_w933_h534.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d5b\u535a\u8111\u767d\u91d1\uff0c\u80fd\u6cbb\u597dAI\u7684\u5931\u5fc6\u75c7\u5417\uff1f\"  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href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u7684\u8bb0\u5fc6\u7cfb\u7edf\u63d0\u5347\u4e8626%\uff0c\u540c\u65f6\u54cd\u5e94\u65f6\u95f4\u964d\u4f4e91%, token\u4f7f\u7528\u91cf\u51cf\u5c1190%\u4ee5\u4e0a\u3002<\/p>\n<p>LOCOMO\u662f\u76ee\u524d\u8f83\u6709\u4ee3\u8868\u6027\u7684\u957f\u671f\u5bf9\u8bdd\u8bb0\u5fc6\u57fa\u51c6\u4e4b\u4e00\u3002<\/p>\n<p>\u5b83\u5305\u542b\u5355\u8df3\u95ee\u9898\u3001\u65f6\u5e8f\u95ee\u9898\u3001\u591a\u8df3\u95ee\u9898\u548c\u5f00\u653e\u57df\u95ee\u9898\u56db\u5927\u7c7b\u3002\u5355\u8df3\u95ee\u9898\u8003\u9a8cAI\u80fd\u5426\u8bb0\u4f4f\u5355\u4e2a\u4e8b\u5b9e\uff0c\u591a\u8df3\u95ee\u9898\u5219\u8981\u6c42AI\u7efc\u5408\u591a\u6b21\u5bf9\u8bdd\u4e2d\u5206\u6563\u7684\u4fe1\u606f\u3002<\/p>\n<p>Mem0\u5728\u591a\u8df3\u95ee\u9898\u4e0a\u7684F1\u5206\u6570\u8fbe\u523028.64\uff0cJ\u5206\u657051.15\uff0c\u660e\u663e\u8d85\u8fc7\u5176\u4ed6\u65b9\u6848\u3002<\/p>\n<p>\u8fd9\u8bf4\u660e\u5b83\u4e0d\u53ea\u662f\u80fd\u8bb0\u4f4f\u96f6\u6563\u7684\u4e8b\u5b9e\uff0c\u8fd8\u80fd\u628a\u8fd9\u4e9b\u4e8b\u5b9e\u4e32\u8054\u8d77\u6765\u3002<\/p>\n<p>\u66f4\u6709\u610f\u601d\u7684\u662fMemGPT\uff0c\u4e0d\u8fc7\u5b83\u73b0\u5728\u5df2\u7ecf\u6539\u53ebLetta\u4e86\u3002\u5b83\u7684\u5de5\u4f5c\u539f\u7406\u662f\u628aLLM\u89c6\u4e3a\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5b9e\u73b0\u7c7b\u4f3c\u8ba1\u7b97\u673a\u865a\u62df\u5185\u5b58\u7684\u5206\u5c42\u7ba1\u7406\u3002<\/p>\n<p>\u8ddf<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8b%b9%e6%9e%9c\" title=\"View all posts in \u82f9\u679c\" target=\"_blank\" class=\"tag_link\">\u82f9\u679c<\/a>Mac\u7528\u7684\u50a8\u5b58\u6280\u672f\u539f\u7406\u4e00\u6837\uff0c\u5f53\u7269\u7406\u5185\u5b58\u4e0d\u591f\u7528\u65f6\uff0c\u7cfb\u7edf\u4f1a\u628a\u6682\u65f6\u4e0d\u7528\u7684\u6570\u636e\u632a\u5230\u786c\u76d8\u4e0a\uff0c\u9700\u8981\u65f6\u518d\u8c03\u56de\u6765\u3002<\/p>\n<p>MemGPT\u628a\u8fd9\u5957\u903b\u8f91\u642c\u5230\u4e86AI\u8bb0\u5fc6\u7ba1\u7406\u4e0a\u3002\u5b83\u901a\u8fc7\u663e\u5f0f\u7684\u8bfb\u5199\u64cd\u4f5c\u8ba9\u6a21\u578b\u81ea\u4e3b\u7ba1\u7406\u5185\u5b58\uff0c\u5728\u5de5\u4f5c\u8bb0\u5fc6\u3001\u77ed\u671f\u8bb0\u5fc6\u548c\u957f\u671f\u8bb0\u5fc6\u4e4b\u95f4\u7075\u6d3b\u8c03\u5ea6\u3002<\/p>\n<p>\u8fd9\u4e2a\u8bbe\u8ba1\u7684\u7cbe\u5999\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u4e0d\u662f\u4eba\u4e3a\u89c4\u5b9a\u4ec0\u4e48\u8be5\u8bb0\u4ec0\u4e48\u8be5\u5fd8\uff0c\u800c\u662f\u8ba9AI\u81ea\u5df1\u51b3\u5b9a\u3002AI\u53ef\u4ee5\u8c03\u7528\u51fd\u6570\u628a\u5f53\u524d\u4e0d\u91cd\u8981\u7684\u4fe1\u606f\u5199\u5165\u5916\u90e8\u5b58\u50a8\uff0c\u4e5f\u53ef\u4ee5\u5728\u9700\u8981\u65f6\u628a\u65e7\u8bb0\u5fc6\u8bfb\u56de\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002<\/p>\n<p>\u8fd9\u79cd\u81ea\u4e3b\u7ba1\u7406\u80fd\u529b\u8ba9AI\u7684\u8bb0\u5fc6\u7cfb\u7edf\u8ddf\u6211\u4eec\u662f\u4e00\u6837\u7684\u3002<\/p>\n<p>\u6211\u4eec\u4e5f\u4e0d\u662f\u628a\u6240\u6709\u7ecf\u5386\u90fd\u65f6\u523b\u8bb0\u5728\u8111\u5b50\u91cc\uff0c\u800c\u662f\u9700\u8981\u65f6\u624d\u52aa\u529b\u56de\u5fc6\u3002<\/p>\n<p>\u8fd8\u6709Zep\u3001Second 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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>\u3002<\/p>\n<p>\u4f46\u8fd9\u4e9b\u7ec8\u7a76\u662f\u201c\u6253\u8865\u4e01\u201d\u3002\u5b83\u4eec\u5728\u6a21\u578b\u5916\u90e8\u505a\u6587\u7ae0\uff0c\u6ca1\u6709\u89e6\u53ca\u95ee\u9898\u7684\u6839\u6e90\u3002\u771f\u6b63\u7684\u7a81\u7834\uff0c\u9700\u8981\u4ece\u6a21\u578b\u67b6\u6784\u672c\u8eab\u4e0b\u624b\u3002<\/p>\n<p><strong>02<\/strong><\/p>\n<p><strong>\u4ece\u67b6\u6784\u5c42\u9762\u52a8\u5200\u5b50<\/strong><\/p>\n<p>\u524d\u9762\u8bf4\u7684\u90a3\u4e9b\u65b9\u6848\uff0c\u5b83\u4eec\u80fd\u7f13\u89e3\u8bb0\u5fc6\u95ee\u9898\uff0c\u5374\u65e0\u6cd5\u6839\u6cbb\u3002\u56e0\u4e3a\u95ee\u9898\u7684\u6839\u6e90\u5728Transformer\u67b6\u6784\u672c\u8eab\u662f\u6709\u7f3a\u9677\u7684\uff0c\u6ce8\u610f\u529b\u673a\u5236\u7684\u8ba1\u7b97\u590d\u6742\u5ea6\u662f\u5e8f\u5217\u957f\u5ea6\u7684\u5e73\u65b9\u3002\u4e0a\u4e0b\u6587\u7a97\u53e3\u6bcf\u6269\u5927\u4e00\u500d\uff0c\u8ba1\u7b97\u6210\u672c\u5c31\u7ffb\u56db\u500d\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u5de5\u7a0b\u4f18\u5316\u80fd\u89e3\u51b3\u7684\uff0c\u9700\u8981\u4ece\u6570\u5b66\u539f\u7406\u4e0a\u91cd\u65b0\u8bbe\u8ba1\u3002<\/p>\n<p>DeepSeek Sparse Attention\uff08DSA\uff09\u662f\u8fd9\u4e2a\u65b9\u5411\u7684\u4ee3\u8868\u6027\u7a81\u7834\u3002<\/p>\n<p>DSA\u57282025\u5e74\u968fDeepSeek-V3.2-Exp\u4e00\u8d77\u53d1\u5e03\uff0c\u6838\u5fc3\u601d\u60f3\u662f\u201c\u4e0d\u662f\u6240\u6709token\u90fd\u9700\u8981\u4e92\u76f8\u770b\u201d\u3002\u4f20\u7edf\u7684\u5168\u91cf\u6ce8\u610f\u529b\u673a\u5236\u91cc\uff0c\u6bcf\u4e2atoken\u90fd\u8981\u548c\u5e8f\u5217\u4e2d\u7684\u6240\u6709\u5176\u4ed6token\u8ba1\u7b97\u6ce8\u610f\u529b\u5206\u6570\u3002<\/p>\n<p>\u8fd9\u5728\u77ed\u5e8f\u5217\u91cc\u6ca1\u95ee\u9898\uff0c\u4f46\u5f53\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u5230\u51e0\u5341\u4e07token\u65f6\uff0c\u8ba1\u7b97\u91cf\u5c31\u53d8\u5f97\u4e0d\u53ef\u63a5\u53d7\u4e86\u3002<\/p>\n<p>DSA\u91c7\u7528\u4e24\u9636\u6bb5\u8bbe\u8ba1\uff1a\u5148\u7528\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u201c\u7d22\u5f15\u5668\u201d\u5feb\u901f\u8bc4\u4f30\u54ea\u4e9btoken\u6700\u76f8\u5173\uff0c\u7136\u540e\u53ea\u5bf9\u8fd9\u4e9b\u7cbe\u9009\u51fa\u6765\u7684token\u505a\u5b8c\u6574\u7684\u6ce8\u610f\u529b\u8ba1\u7b97\u3002<\/p>\n<p>\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97\u4ece\u5bf9\u6240\u6709token\u505a\u7cbe\u7b97\uff0c\u53d8\u6210\u53ea\u5bf9top-k\u5019\u9009\u505a\u7cbe\u7b97\uff1b\u7d22\u5f15\u5668\u4ecd\u8981\u626b\u63cf\u5019\u9009\u5386\u53f2\uff0c\u4f46\u7528\u66f4\u8f7b\u91cf\u7684\u4f4e\u7ef4\/\u4f4e\u7cbe\u5ea6\u65b9\u5f0f\u964d\u4f4e\u6210\u672c\u3002<\/p>\n<p>\u5173\u952e\u5728\u4e8e\uff0c\u8fd9\u79cd\u7a00\u758f\u5316\u662f\u52a8\u6001\u7684\u3001\u57fa\u4e8e\u5185\u5bb9\u7684\u3002\u4e0d\u50cf\u6709\u4e9b\u65b9\u6cd5\u53ea\u770b\u56fa\u5b9a\u7a97\u53e3\u5185\u7684token\u6216\u968f\u673a\u91c7\u6837\uff0cDSA\u4f1a\u6839\u636e\u5b9e\u9645\u5185\u5bb9\u51b3\u5b9a\u54ea\u4e9btoken\u91cd\u8981\u3002<\/p>\n<p>\u8bf4\u767d\u4e86\uff0c\u5c31\u662f\u8ba9AI\u5148\u5feb\u901f\u626b\u4e00\u904d\u6240\u6709\u5185\u5bb9\uff0c\u627e\u51fa\u8ddf\u5f53\u524d\u95ee\u9898\u6700\u76f8\u5173\u7684\u90a3\u4e9b\u90e8\u5206\uff0c\u7136\u540e\u53ea\u4ed4\u7ec6\u770b\u8fd9\u4e9b\u91cd\u70b9\u3002\u5c31\u50cf\u4f60\u770b\u4e66\u627e\u8d44\u6599\u4e00\u6837\uff0c\u4f60\u4e0d\u53ef\u80fd\u9010\u5b57\u9010\u53e5\u8bfb\uff0c\u4f60\u4f1a\u5148\u7ffb\u76ee\u5f55\u548c\u5173\u952e\u8bcd\uff0c\u5b9a\u4f4d\u5230\u76f8\u5173\u7ae0\u8282\u518d\u53bb\u4ed4\u7ec6\u9605\u8bfb\u3002<\/p>\n<p>\u8fd9\u8ba9\u5b83\u5728\u5927\u5e45\u964d\u4f4e\u8ba1\u7b97\u91cf\u7684\u540c\u65f6\uff0c\u51e0\u4e4e\u4e0d\u635f\u5931\u6a21\u578b\u6027\u80fd\u3002\u5728\u5404\u79cd\u63a8\u7406\u4efb\u52a1\u548c\u667a\u80fd\u4f53\u73af\u5883\u7684\u6d4b\u8bd5\u4e2d\uff0cDSA\u7684\u8868\u73b0\u548c\u5168\u91cf\u6ce8\u610f\u529b\u57fa\u672c\u6301\u5e73\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u91cd\u8981\u65b9\u5411\u662f\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\u3002<\/p>\n<p>\u8fd9\u4e2a\u601d\u8def\u8ba4\u4e3a\uff0c\u4e0d\u662f\u6240\u6709\u5c42\u90fd\u9700\u8981\u6602\u8d35\u7684\u5168\u91cf\u6ce8\u610f\u529b\u3002\u5927\u90e8\u5206\u5c42\u53ef\u4ee5\u7528\u66f4\u4fbf\u5b9c\u7684\u7ebf\u6027\u6ce8\u610f\u529b\u6216\u72b6\u6001\u7a7a\u95f4\u6a21\u578b\uff0c\u53ea\u5728\u5173\u952e\u4f4d\u7f6e\u4fdd\u7559\u5168\u91cf\u6ce8\u610f\u529b\u3002<\/p>\n<p>\u963f\u91cc\u7684Qwen3-Next\u57282025\u5e749\u6708\u53d1\u5e03\uff0c\u6838\u5fc3\u662fHybrid Attention\u673a\u5236\u3002\u5b83\u7528Gated DeltaNet\u52a0Gated Attention\u66ff\u4ee3\u4f20\u7edf\u5168\u91cf\u6ce8\u610f\u529b\uff0c\u539f\u751f\u652f\u6301256K\u4e0a\u4e0b\u6587\uff0c\u7406\u8bba\u4e0a\u53ef\u6269\u5c55\u5230100\u4e07token\u3002<\/p>\n<p>Gated DeltaNet\u662f\u4e00\u79cd\u7ebf\u6027\u6ce8\u610f\u529b\u53d8\u4f53\uff0c\u8ba1\u7b97\u590d\u6742\u5ea6\u4ece\u5e73\u65b9\u964d\u5230\u7ebf\u6027\u3002\u4f46\u7eaf\u7cb9\u7684\u7ebf\u6027\u6ce8\u610f\u529b\u5728\u67d0\u4e9b\u4efb\u52a1\u4e0a\u8868\u73b0\u4e0d\u5982\u5168\u91cf\u6ce8\u610f\u529b\uff0c\u6240\u4ee5Qwen3-Next\u91c7\u75283:1\u7684\u6df7\u5408\u6bd4\u4f8b\u3002\u6bcf3\u5c42\u7528Gated DeltaNet\uff0c1\u5c42\u7528Gated Attention\u3002<\/p>\n<p>\u8fd9\u4e2a\u8bbe\u8ba1\u5f88\u806a\u660e\u3002<\/p>\n<p>\u7ebf\u6027\u6ce8\u610f\u529b\u5c42\u8d1f\u8d23\u5904\u7406\u5927\u90e8\u5206\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u6210\u672c\u4f4e\u4f46\u80fd\u529b\u7a0d\u5f31\u3002\u5168\u91cf\u6ce8\u610f\u529b\u5c42\u5219\u5728\u5173\u952e\u4f4d\u7f6e\u505a\u7cbe\u7ec6\u7684\u5168\u5c40\u5efa\u6a21\uff0c\u6210\u672c\u9ad8\u4f46\u6548\u679c\u597d\u3002\u4e24\u8005\u914d\u5408\uff0c\u65e2\u4fdd\u8bc1\u4e86\u6027\u80fd\uff0c\u53c8\u5927\u5e45\u964d\u4f4e\u4e86\u8ba1\u7b97\u5f00\u9500\u3002<\/p>\n<p>\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0cQwen3-Next-80B-A3B-Base\u76f8\u6bd4Qwen3-32B-Base\uff0c\u5728\u8d85\u8fc732K\u4e0a\u4e0b\u6587\u65f6\u670910\u500d\u63a8\u7406\u541e\u5410\u4f18\u52bf\u3002<\/p>\n<p>\u6708\u4e4b\u6697\u9762\u7684Kimi Linear\uff0c\u91c7\u7528Kimi Delta Attention\u52a0\u5168\u5c40MLA\uff0c\u4e5f\u662f3:1\u6bd4\u4f8b\u7684\u6df7\u5408\u67b6\u6784\u3002<\/p>\n<p>Kimi Delta Attention\u672c\u8d28\u4e0a\u662f\u5bf9Gated DeltaNet\u7684\u6539\u8fdb\u3002\u5728100\u4e07token\u573a\u666f\u4e0b\uff0cKV cache\u6700\u591a\u51cf\u5c1175%\uff0c\u89e3\u7801\u541e\u5410\u6700\u9ad8\u63d0\u53476\u500d\u3002<\/p>\n<p>\u8fd9\u4e9b\u6df7\u5408\u67b6\u6784\u7684\u5171\u540c\u70b9\u662f\uff0c\u4ed6\u4eec\u90fd\u628a\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u4ece\u201c\u6bcf\u4e2atoken\u90fd\u4e92\u76f8\u770b\u4e00\u904d\u201d\u6539\u6210\u201c\u591a\u6570\u5c42\u7528\u66f4\u4fbf\u5b9c\u7684\u8bb0\u5fc6\u72b6\u6001\uff0c\u5c11\u6570\u5c42\u4fdd\u7559\u5168\u5c40\u6ce8\u610f\u529b\u201d\u3002<\/p>\n<p>\u6362\u4e2a\u8bf4\u6cd5\uff0c\u4f60\u5f00\u8f66\u5f97\u7528\u5bfc\u822a\u5427\uff1f<\/p>\n<p>\u5927\u90e8\u5206\u65f6\u95f4\u4f60\u53ea\u9700\u8981\u770b\u7740\u524d\u65b9\u9053\u8def\u548c\u8def\u6807\u5f80\u524d\u8d70\uff0c\u8fd9\u662f\u201c\u4fbf\u5b9c\u7684\u8bb0\u5fc6\u72b6\u6001\u201d\u3002\u4f46\u5230\u4e86\u590d\u6742\u8def\u53e3\uff0c\u6709\u884c\u4eba\u3001\u6709\u7535\u6469\u6258\u8f66\u3001\u53ef\u80fd\u8fd8\u6709\u521a\u624d\u53d1\u751f\u8ffd\u5c3e\u7684\u4e8b\u6545\u8f66\uff0c\u8fd9\u65f6\u5019\u4f60\u5c31\u5f97\u62ac\u5934\u770b\u6574\u4e2a\u8def\u51b5\u3001\u56de\u5fc6\u6765\u65f6\u7684\u8def\u3001\u5224\u65ad\u8be5\u5f80\u54ea\u62d0\uff0c\u56e0\u6b64\u4f60\u9700\u8981\u201c\u5168\u5c40\u6ce8\u610f\u529b\u201d\u3002<\/p>\n<p><strong>\u4e0d\u662f\u6bcf\u4e00\u79d2\u90fd\u8981\u52a8\u7528\u5168\u90e8\u8111\u529b\uff0c\u800c\u662f\u53ea\u5728\u5173\u952e\u8282\u70b9\u624d\u5168\u529b\u601d\u8003\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_16\/CAC84CF8C5D2501967B0B160B424C7FAE11CEFA8_size857_w1006_h555.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8d5b\u535a\u8111\u767d\u91d1\uff0c\u80fd\u6cbb\u597dAI\u7684\u5931\u5fc6\u75c7\u5417\uff1f\"  \/><\/p>\n<p>\u8fd9\u4e0d\u662f\u7b80\u5355\u7684\u6027\u80fd\u59a5\u534f\uff0c\u8fd9\u662f\u5728\u5bf9\u6ce8\u610f\u529b\u673a\u5236\u672c\u8d28\u8fdb\u884c\u91cd\u65b0\u601d\u8003\u3002AI\u5e76\u4e0d\u9700\u8981\u65f6\u523b\u8bb0\u4f4f\u6240\u6709\u7ec6\u8282\uff0c\u53ea\u9700\u8981\u5728\u5173\u952e\u51b3\u7b56\u70b9\u505a\u5168\u5c40\u5ba1\u89c6\u3002<\/p>\n<p>\u7136\u800c\u5f53\u4e0b\u6700\u6d41\u884c\u7684\u73a9\u6cd5\uff0c\u8fd8\u5f97\u662f\u786c\u4ef6\u4e0e\u7b97\u6cd5\u534f\u540c\u4f18\u5316\u3002<\/p>\n<p>\u518d\u597d\u7684\u7b97\u6cd5\uff0c\u5982\u679c\u786c\u4ef6\u8ddf\u4e0d\u4e0a\uff0c\u4e5f\u53d1\u6325\u4e0d\u51fa\u5168\u90e8\u5a01\u529b\u3002\u82f1\u4f1f\u8fbe\u5728GTC 2026\u4e0a\u53d1\u5e03\u7684BlueField-4 CMX\u5e73\u53f0\u5c31\u662f\u8fd9\u4e2a\u65b9\u5411\u6700\u5177\u4ee3\u8868\u6027\u7684\u4ea7\u54c1\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u4e13\u95e8\u4e3a\u201c\u767e\u4e07\u7ea7token\u4e0a\u4e0b\u6587\u201d\u65f6\u4ee3\u8bbe\u8ba1\u7684\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u5b58\u50a8\u5e73\u53f0\u3002<\/p>\n<p>\u4f20\u7edfGPU\u7684\u663e\u5b58\u5e26\u5bbd\u867d\u7136\u9ad8\uff0c\u4f46\u5bb9\u91cf\u6709\u9650\u3002\u5f53\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u5230\u51e0\u5341\u4e07\u751a\u81f3\u4e0a\u767e\u4e07token\u65f6\uff0cKV cache\u7684\u5927\u5c0f\u4f1a\u8d85\u8fc7\u5355\u5f20GPU\u7684\u663e\u5b58\u5bb9\u91cf\u3002BlueField-4 CMX\u901a\u8fc7\u4e13\u7528\u7684\u5185\u5b58\u6269\u5c55\u786c\u4ef6\uff0c\u5728\u4fdd\u6301\u9ad8\u5e26\u5bbd\u7684\u540c\u65f6\u5927\u5e45\u6269\u5c55\u5bb9\u91cf\u3002<\/p>\n<p>\u5b83\u91c7\u7528\u5206\u5c42\u5b58\u50a8\u67b6\u6784\uff0c\u628a\u70ed\u6570\u636e\u653e\u5728GPU\u663e\u5b58\uff0c\u6e29\u6570\u636e\u653e\u5728\u6269\u5c55\u5185\u5b58\uff0c\u51b7\u6570\u636e\u653e\u5728\u7cfb\u7edf\u5185\u5b58\u6216SSD\uff0c\u901a\u8fc7\u667a\u80fd\u8c03\u5ea6\u5b9e\u73b0\u5927\u5bb9\u91cf\u652f\u6301\u3002<\/p>\n<p>\u597d\u6bd4\u8bf4GPU\u663e\u5b58\u662f\u4f60\u7684\u5de5\u4f5c\u53f0\uff0c\u5b83\u7a7a\u95f4\u6709\u9650\u3002<\/p>\n<p>BlueField-4 CMX\u5c31\u76f8\u5f53\u4e8e\u5728\u8fd9\u4e2a\u5de5\u4f5c\u53f0\u65c1\u8fb9\u52a0\u4e86\u4e2a\u7f6e\u7269\u67b6\uff0c\u5e38\u7528\u7684\u5de5\u5177\u653e\u53f0\u9762\uff0c\u5076\u5c14\u7528\u7684\u653e\u7b2c\u4e00\u5c42\u67b6\u5b50\uff0c\u4e0d\u5e38\u7528\u7684\u653e\u66f4\u8fdc\u7684\u67dc\u5b50\u3002<\/p>\n<p>\u9700\u8981\u65f6\u7cfb\u7edf\u81ea\u52a8\u5e2e\u4f60\u628a\u4e1c\u897f\u62ff\u8fc7\u6765\uff0c\u4f60\u611f\u89c9\u4e0d\u5230\u533a\u522b\uff0c\u4f46\u5b9e\u9645\u4e0a\u80fd\u653e\u7684\u4e1c\u897f\u591a\u4e86\u51e0\u5341\u500d\u3002<\/p>\n<p>\u50cf<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%9a%e9%a9%ac%e9%80%8a\" title=\"View all posts in \u4e9a\u9a6c\u900a\" target=\"_blank\" class=\"tag_link\">\u4e9a\u9a6c\u900a<\/a>\u7684Trainium<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8a%af%e7%89%87\" title=\"View all posts in \u82af\u7247\" target=\"_blank\" class=\"tag_link\">\u82af\u7247<\/a>\uff0c\u8c37\u6b4c\u7684TPU\uff0c\u73b0\u5728AI\u82af\u7247\u7684\u5f00\u53d1\u5546\uff0c\u90fd\u4f1a\u548c\u5927\u6a21\u578b\u5382\u5546\u5171\u540c\u7814\u53d1\u4e0b\u4e00\u4ee3\u82af\u7247\uff0c\u5176\u539f\u56e0\u5c31\u5728\u4e8e\u80fd\u8ba9\u82af\u7247\u4e13\u4e1a\u5bf9\u53e3\uff0c\u6ee1\u8db3\u6a21\u578b\u7684\u5404\u9879\u9700\u6c42\uff0c\u8fdb\u800c\u8fbe\u5230\u66f4\u597d\u7684\u8bad\u7ec3\u4ee5\u53ca\u63a8\u7406\u6548\u679c\u3002<\/p>\n<p><strong>03<\/strong><\/p>\n<p><strong>\u8bb0\u5fc6\uff0cAGI\u6700\u540e\u4e00\u5757\u62fc\u56fe<\/strong><\/p>\n<p>\u5f53\u524d\u7684AI\u8bb0\u5fc6\u7cfb\u7edf\u7f3a\u4e4f\u4eba\u7c7b\u8bb0\u5fc6\u7684\u5173\u952e\u7279\u5f81\u3002<\/p>\n<p>\u4eba\u7c7b\u8bb0\u5fc6\u6709\u9057\u5fd8\u673a\u5236\uff0c\u4e0d\u91cd\u8981\u7684\u7ec6\u8282\u4f1a\u81ea\u7136\u6de1\u5316\u3002\u4eba\u7c7b\u8bb0\u5fc6\u6709\u5de9\u56fa\u8fc7\u7a0b\uff0c\u91cd\u8981\u7684\u7ecf\u5386\u4f1a\u5728\u7761\u7720\u4e2d\u88ab\u5f3a\u5316\u3002\u4eba\u7c7b\u8bb0\u5fc6\u6709\u5b66\u4e60\u80fd\u529b\uff0c\u76f8\u4f3c\u7684\u7ecf\u9a8c\u4f1a\u88ab\u5f52\u7eb3\u6210\u6a21\u5f0f\u3002\u4eba\u7c7b\u8bb0\u5fc6\u6709\u538b\u7f29\u7b56\u7565\uff0c\u6211\u4eec\u4e0d\u8bb0\u5f97\u6bcf\u987f\u996d\u5403\u4e86\u4ec0\u4e48\uff0c\u4f46\u8bb0\u5f97\u90a3\u6b21\u7279\u522b\u7684\u751f\u65e5\u5bb4\u4f1a\u3002<\/p>\n<p>AI\u7684\u8bb0\u5fc6\u7cfb\u7edf\u6ca1\u6709\u8fd9\u4e9b\u73a9\u610f\u3002<\/p>\n<p>\u6240\u6709\u8bb0\u5fc6\u90fd\u662f\u201c\u5e73\u7684\u201d\uff0c3\u4e2a\u6708\u524d\u7684\u968f\u53e3\u4e00\u53e5\u8bdd\u548c\u6628\u5929\u7684\u91cd\u8981\u51b3\u5b9a\u88ab\u540c\u7b49\u5bf9\u5f85\u3002<\/p>\n<p>\u6ca1\u6709\u8f7b\u91cd\u7f13\u6025\uff0c\u6ca1\u6709\u9057\u5fd8\u66f4\u65b0\uff0c\u6ca1\u6709\u4e3b\u52a8\u6574\u7406\u3002<\/p>\n<p>\u7ed3\u679c\u5c31\u662f\u8bb0\u5fc6\u8d8a\u591a\uff0c\u4e0a\u4e0b\u6587\u53cd\u800c\u8d8a\u6df7\u4e71\u3002\u5c31\u50cf\u4e00\u4e2a\u4ece\u4e0d\u6574\u7406\u7684\u4ed3\u5e93\uff0c\u5806\u7684\u4e1c\u897f\u8d8a\u591a\uff0c\u8d8a\u96be\u627e\u5230\u9700\u8981\u7684\u90a3\u4e00\u4ef6\u3002<\/p>\n<p>\u5965\u7279\u66fc\u57282025\u5e74\u7684\u91c7\u8bbf\u4e2d\u63d0\u5230\u8bb0\u5fc6\u662f\u901a\u5f80AGI\u5f88\u91cd\u8981\u7684\u4e00\u4e2a\u677f\u5757\uff0c\u800c\u8fd9\u4e2a\u5224\u65ad\u4e5f\u6b63\u5728\u6210\u4e3a<a 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class=\"tag_link\">\u7845\u8c37<\/a>\u7684\u65b0\u5171\u8bc6\u3002<\/p>\n<p>\u771f\u6b63\u7684\u667a\u80fd\u4e0d\u4ec5\u9700\u8981\u7406\u89e3\u5f53\u4e0b\uff0c\u66f4\u9700\u8981\u4ece\u8fc7\u5f80\u7ecf\u9a8c\u4e2d\u5b66\u4e60\u548c\u79ef\u7d2f\u3002\u4e00\u4e2a\u6bcf\u5929\u90fd\u201c\u5931\u5fc6\u201d\u7684AI\uff0c\u65e0\u8bba\u5355\u6b21\u5bf9\u8bdd\u591a\u4e48\u806a\u660e\uff0c\u4e5f\u5f88\u96be\u79f0\u5f97\u4e0a\u771f\u6b63\u7684\u667a\u80fd\u3002<\/p>\n<p><strong>\u4eba\u7c7b\u4e4b\u6240\u4ee5\u806a\u660e\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5f52\u529f\u4e8e\u8bb0\u5fc6\u7cfb\u7edf\u672c\u8eab\u7684\u8fd0\u4f5c\u673a\u5236\u3002<\/strong><\/p>\n<p>\u6211\u4eec\u80fd\u533a\u5206\u77ed\u671f\u8bb0\u5fc6\u548c\u957f\u671f\u8bb0\u5fc6\uff0c\u80fd\u6839\u636e\u60c5\u611f\u5f3a\u5ea6\u548c\u91cd\u8981\u6027\u4e3a\u8bb0\u5fc6\u6253\u4e0a\u4e0d\u540c\u6807\u7b7e\uff0c\u80fd\u5728\u9700\u8981\u65f6\u5feb\u901f\u68c0\u7d22\u76f8\u5173\u7ecf\u9a8c\uff0c\u4e5f\u80fd\u4e3b\u52a8\u9057\u5fd8\u4e0d\u91cd\u8981\u7684\u7ec6\u8282\u3002<\/p>\n<p>\u8fd9\u5957\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236\uff0c\u662f\u51e0\u4ebf\u5e74\u8fdb\u5316\u7684\u7ed3\u679c\u3002AI\u60f3\u8981\u8fbe\u5230\u4eba\u7c7b\u6c34\u5e73\u7684\u667a\u80fd\uff0c\u81f3\u5c11\u4e5f\u9700\u8981\u7c7b\u4f3c\u590d\u6742\u5ea6\u7684\u8bb0\u5fc6\u7cfb\u7edf\u3002<\/p>\n<p>\u4ece\u6280\u672f\u8def\u5f84\u6765\u770b\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u51fa\u73b0\u591a\u79cd\u65b9\u6848\u7684\u878d\u5408\u3002<\/p>\n<p>\u5e94\u7528\u5c42\u7684\u5916\u6302\u8bb0\u5fc6\u7cfb\u7edf\u63d0\u4f9b\u7075\u6d3b\u6027\u548c\u53ef\u63a7\u6027\uff0c\u4f60\u53ef\u4ee5\u968f\u65f6\u67e5\u770bAI\u8bb0\u4f4f\u4e86\u4ec0\u4e48\uff0c\u4e5f\u53ef\u4ee5\u624b\u52a8\u5220\u9664\u6216\u6dfb\u52a0\u8bb0\u5fc6\u3002\u67b6\u6784\u5c42\u7684\u4f18\u5316\u63d0\u4f9b\u6548\u7387\u548c\u6027\u80fd\uff0c\u8ba9AI\u80fd\u591f\u539f\u751f\u5904\u7406\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\uff0c\u4e0d\u9700\u8981\u590d\u6742\u7684\u5916\u90e8\u7cfb\u7edf\u3002\u8ba4\u77e5\u79d1\u5b66\u542f\u53d1\u7684\u8bb0\u5fc6\u673a\u5236\u8bbe\u8ba1\u5219\u63d0\u4f9b\u667a\u80fd\u6027\uff0c\u8ba9AI\u77e5\u9053\u4ec0\u4e48\u8be5\u8bb0\uff0c\u4ec0\u4e48\u8be5\u5fd8\uff0c\u4ec0\u4e48\u8be5\u5de9\u56fa\uff0c\u4ec0\u4e48\u8be5\u538b\u7f29\u3002<\/p>\n<p>\u8fd9\u8ddf\u6211\u4eec\u4eba\u7c7b\u5927\u8111\u662f\u4e00\u6837\u7684\u3002\u6211\u4eec\u540c\u65f6\u62e5\u6709\u6d77\u9a6c\u4f53\u3001\u524d\u989d\u53f6\u76ae\u5c42\u3001\u674f\u4ec1\u6838\u7b49\u591a\u4e2a\u8bb0\u5fc6\u76f8\u5173\u533a\u57df\uff0c\u5b83\u4eec\u5206\u5de5\u5408\u4f5c\uff0c\u5171\u540c\u6784\u6210\u4e86\u5b8c\u6574\u7684\u8bb0\u5fc6\u7cfb\u7edf\u3002<\/p>\n<\/p>\n<p>\u6d77\u9a6c\u4f53\u8d1f\u8d23\u5f62\u6210\u65b0\u8bb0\u5fc6\uff0c\u524d\u989d\u53f6\u76ae\u5c42\u8d1f\u8d23\u5de5\u4f5c\u8bb0\u5fc6\u548c\u51b3\u7b56\uff0c\u674f\u4ec1\u6838\u8d1f\u8d23\u60c5\u7eea\u8bb0\u5fc6\u3002\u672a\u6765\u7684AI\u7cfb\u7edf\u4e5f\u53ef\u80fd\u9700\u8981\u591a\u5c42\u6b21\u3001\u591a\u6a21\u6001\u7684\u8bb0\u5fc6\u67b6\u6784\u3002<\/p>\n<p>\u6709\u4e9b\u8bb0\u5fc6\u9700\u8981\u5feb\u901f\u8bbf\u95ee\uff0c\u5c31\u653e\u5728\u7c7b\u4f3c\u5de5\u4f5c\u8bb0\u5fc6\u7684\u5730\u65b9\u3002<\/p>\n<p>\u6709\u4e9b\u8bb0\u5fc6\u9700\u8981\u957f\u671f\u4fdd\u5b58\uff0c\u5c31\u5b58\u5165\u7c7b\u4f3c\u957f\u671f\u8bb0\u5fc6\u7684\u4ed3\u5e93\u3002<\/p>\n<p>\u6709\u4e9b\u8bb0\u5fc6\u9700\u8981\u60c5\u611f\u6807\u7b7e\uff0c\u5c31\u52a0\u4e0a\u91cd\u8981\u6027\u6743\u91cd\u3002<\/p>\n<p>\u6709\u4e9b\u8bb0\u5fc6\u9700\u8981\u5b9a\u671f\u5de9\u56fa\uff0c\u5c31\u8bbe\u8ba1\u4e3b\u52a8\u56de\u987e\u673a\u5236\u3002\u8fd9\u4e9b\u4e0d\u540c\u7c7b\u578b\u7684\u8bb0\u5fc6\uff0c\u9700\u8981\u4e0d\u540c\u7684\u5b58\u50a8\u548c\u68c0\u7d22\u7b56\u7565\u3002<\/p>\n<p>\u73b0\u5728\u5173\u4e8eAI\u8bb0\u5fc6\u7684\u7814\u7a76\uff0c\u8fd8\u5904\u4e8e\u65e9\u671f\u9636\u6bb5\u3002\u5927\u90e8\u5206\u65b9\u6848\u90fd\u5728\u89e3\u51b3\u201c\u5982\u4f55\u8bb0\u4f4f\u66f4\u591a\u201d\u7684\u95ee\u9898\uff0c\u5f88\u5c11\u8003\u8651\u201c\u5982\u4f55\u806a\u660e\u5730\u9057\u5fd8\u201d\u3002<\/p>\n<p>\u4f46\u9057\u5fd8\u548c\u8bb0\u5fc6\u4e00\u6837\u91cd\u8981\u3002\u4e00\u4e2a\u8bb0\u4f4f\u6240\u6709\u7ec6\u8282\u7684\u7cfb\u7edf\uff0c\u672a\u5fc5\u6bd4\u4e00\u4e2a\u77e5\u9053\u4ec0\u4e48\u8be5\u8bb0\u4ec0\u4e48\u8be5\u5fd8\u7684\u7cfb\u7edf\u66f4\u667a\u80fd\u3002\u4eba\u7c7b\u5927\u8111\u6bcf\u5929\u90fd\u5728\u4e3b\u52a8\u9057\u5fd8\uff0c\u8fd9\u4e0d\u662f\u7f3a\u9677\uff0c\u8fd9\u662f\u4f18\u79c0\u7684\u7269\u79cd\u7279\u6027\u3002<\/p>\n<p>\u672a\u6765\u7684AI\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u53ef\u80fd\u9700\u8981\u5b66\u4f1a\u9057\u5fd8\u3002\u4e0d\u662f\u7b80\u5355\u7684\u5220\u9664\u65e7\u6570\u636e\uff0c\u800c\u662f\u667a\u80fd\u7684\u4fe1\u606f\u8870\u51cf\u548c\u538b\u7f29\u3002\u4e0d\u91cd\u8981\u7684\u7ec6\u8282\u9010\u6e10\u6a21\u7cca\uff0c\u4f46\u6838\u5fc3\u8981\u70b9\u4fdd\u7559\u4e0b\u6765\u3002<\/p>\n<p>\u5c31\u50cf\u4f60\u8bb0\u5f97\u7ae5\u5e74\u7684\u67d0\u4e2a\u590f\u592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