{"id":8242,"date":"2026-09-21T15:00:22","date_gmt":"2026-09-21T07:00:22","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/09\/21\/%e5%bc%80%e6%ba%90top2%ef%bc%81%e5%ae%9e%e6%b5%8b%e9%98%b6%e8%b7%83step-5-preview%ef%bc%8c%e7%9c%9f%e6%9c%89%e7%82%b9%e7%8c%9b%e5%95%8a\/"},"modified":"2026-09-21T15:00:22","modified_gmt":"2026-09-21T07:00:22","slug":"%e5%bc%80%e6%ba%90top2%ef%bc%81%e5%ae%9e%e6%b5%8b%e9%98%b6%e8%b7%83step-5-preview%ef%bc%8c%e7%9c%9f%e6%9c%89%e7%82%b9%e7%8c%9b%e5%95%8a","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/09\/21\/%e5%bc%80%e6%ba%90top2%ef%bc%81%e5%ae%9e%e6%b5%8b%e9%98%b6%e8%b7%83step-5-preview%ef%bc%8c%e7%9c%9f%e6%9c%89%e7%82%b9%e7%8c%9b%e5%95%8a\/","title":{"rendered":"\u5f00\u6e90Top2\uff01\u5b9e\u6d4b\u9636\u8dc3Step 5 Preview\uff0c\u771f\u6709\u70b9\u731b\u554a\u2026"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' 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class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/09\/73bb6efe30262b79058d1b8c1a0aee5b.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u5f00\u6e90Top2\uff01\u5b9e\u6d4b\u9636\u8dc3Step 5 Preview\uff0c\u771f\u6709\u70b9\u731b\u554a\u2026\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/09\/35801719f408a135f4127c91b6e12a21.png'><img class=\"lazyload lazyload-style-1\" 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src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/09\/44e1e6cce7988c99c517ea63ce18ddeb.gif\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u5f00\u6e90Top2\uff01\u5b9e\u6d4b\u9636\u8dc3Step 5 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Demo\uff0c\u6211\u662f\u771f\u6709\u70b9\u9876\u4e0d\u4f4f\u4e86\u3002<\/p>\n<p>\u4f60\u8981\u77e5\u9053\uff0c\u6211\u662f\u66553D\u7684\u3002\u524d\u9762\u4e24\u4e2a\u4efb\u52a1\u6413\u5b8c\uff0c\u5dee\u70b9\u6ca1\u6401\u5de5\u4f4d\u4e0a\u5410\u51fa\u6765\u3002\u3002\u3002<\/p>\n<p>\u6700\u540e\u518d\u5949\u4e0a\u4e00\u4e2a\u300a\u82b1\u5c4b\u300b\u5efa\u6a21\uff0c\u63a5\u4e0b\u6765\u54b1\u8fd8\u662f\u505a\u70b9\u7b80\u5355\u76842D\u4efb\u52a1\u5427\u3002<\/p>\n<p>\u5148\u505a\u4e86\u4e2a\u9713\u8679\u8dd1\u9177\u5c0f\u6e38\u620f\u3002\u6709\u610f\u601d\u7684\u662f\uff0c\u6211\u4e13\u95e8\u7528\u4e86\u548c\u9636\u8dc3\u4e0a\u4e00\u4ee3\u5b98\u7f51Demo\u7c7b\u4f3c\u7684Prompt\u3002<\/p>\n<p>\u7ed3\u679c\u5dee\u8ddd\u8fd8\u662f\u633a\u660e\u663e\u7684\u3002<\/p>\n<p>\u9053\u8def\u4e24\u65c1\u52a0\u4e86\u9ad8\u697c\uff0c\u89c6\u89c9\u5c42\u6b21\u66f4\u5b8c\u6574\uff0cGame Over\u4e4b\u540e\u6574\u4e2a\u8fb9\u6846\u8fd8\u4f1a\u8ddf\u7740\u53d8\u7ea2\uff0c\u5f88\u591aPrompt\u91cc\u6ca1\u5199\u7684\u5c0f\u7ec6\u8282\uff0c\u5b83\u81ea\u5df1\u8865\u4e0a\u4e86\u3002<\/p>\n<p>\u7136\u540e\u6211\u53c8\u8ba9\u5b83\u505a\u4e86\u4e2a\u5199\u4f5c\u7f51\u7ad9\u3002<\/p>\n<p>\u8fd9\u91cc\u5fc5\u987b\u5355\u72ec\u8868\u626c\u4e00\u53e5\u3002<\/p>\n<p>\u7ec8\u4e8e\u4e0d\u5f80\u4e1c\u5761\u8089\u91cc\u585e\u756a\u8304\u7092\u86cb\u4e86\u3002<\/p>\n<p>\u6cea\u76ee\u3002<\/p>\n<p>\u8fd9\u5ba1\u7f8e\u771f\u53ef\u4ee5\u554a\uff0c\u800c\u4e14\u8986\u76d6\u9762\u7279\u522b\u5168\uff0c\u57fa\u672c\u80fd\u76f4\u63a5\u62ff\u6765\u7528\u4e86\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u6709\u65f6\u5019\u8fd8\u662f\u4f1a\u51fa\u73b0\u6a21\u5757\u6ea2\u51fa\u8fd9\u79cd\u5c0fBug\uff0c\u4f9d\u7136\u5f97review\uff0c\u4f9d\u7136\u5f97\u6539\u3002<\/p>\n<p>\u524d\u9762\u51e0\u4e2aDemo\u4e5f\u662f\u8fd9\u6837\u3002<\/p>\n<p>\u7b2c\u4e00\u8f6e\u7ecf\u5e38\u6709\u4e9b\u5c0f\u7ec6\u8282\u4e0d\u5230\u4f4d\uff0c\u79bbAstra\u90a3\u79cd\u300c\u6211\u54a7\u4e2a\uff0c\u8fd9\u662fAI\u505a\u7684\uff1f\u300d\u7684\u762b\u8f6f\u7a0b\u5ea6\uff0c\u80af\u5b9a\u8fd8\u6709\u5dee\u8ddd\u3002<\/p>\n<p>\u4f46\u8fd8\u662f\u80fd\u62ff\u6765\u5e72\u6d3b\u7684\u3002<\/p>\n<p>\u901a\u5e38\u6307\u51fa\u4e24\u4e09\u8f6e\u95ee\u9898\uff0c\u5b83\u81ea\u5df1\u4fee\u4e00\u904d\uff0c\u5c31\u80fd\u5230\u53ef\u7528\u72b6\u6001\u3002<\/p>\n<p>\u90a3\u4e48\u95ee\u9898\u6765\u4e86\u3002<\/p>\n<p>\u660e\u660e\u524d\u9762\u4e24\u4ee3\u8fd8\u90fd\u662fFlash\uff0c\u600e\u4e48\u5230Step 5 Preview\uff0cAgent\u80fd\u529b\u7a81\u7136\u731b\u4e86\u8fd9\u4e48\u591a\uff1f<\/p>\n<p>\u628a\u7b97\u529b\u82b1\u5728\u5200\u5203\u4e0a<\/p>\n<p>\u8fc7\u53bb\u51e0\u5e74\uff0c\u5927\u6a21\u578b\u884c\u4e1a\u6700\u7b80\u5355\u7c97\u66b4\u7684\u4fe1\u4ef0\u4e00\u76f4\u662fScaling\u3002<\/p>\n<p>\u66f4\u591a\u53c2\u6570\uff0c\u66f4\u591a\u6570\u636e\uff0c\u66f4\u591a\u7b97\u529b\u3002<\/p>\n<p>\u786e\u5b9e\u5f88\u731b\uff0cFable\u76f4\u63a5\u7ed9Agent\u5806\u8d85\u6a21\u4e86\uff0c\u6d8c\u73b0\u51fa\u4e0d\u5c11\u65b0\u6280\u80fd\u70b9\u3002<\/p>\n<p>\u4f46\u95ee\u9898\u4e5f\u5f88\u660e\u663e\u2014\u2014<\/p>\n<p>\u8d35\u554a\u3002\u3002\u3002<\/p>\n<p>\u6240\u4ee5\uff0cStep 5 Preview\u5f53\u7136\u4e5f\u5728Scaling\uff0c\u4f46\u5b83\u6ca1\u6709\u628a\u300c\u8d8a\u5927\u8d8a\u597d\u300d\u5f53\u6210\u552f\u4e00\u76ee\u6807\u3002<\/p>\n<p>\u56e2\u961f\u9009\u62e9\u4e86\u4e00\u79cd\u53ebNarrow but Deep\u7684\u7f51\u7edc\u8bbe\u8ba1\u3002<\/p>\n<p>\u76f4\u8bd1\u8fc7\u6765\u5c31\u662f\uff1a<\/p>\n<p>\u7a84\uff0c\u4f46\u6df1\u3002<\/p>\n<p>92\u5c42\u7684Transformer\uff0c\u5728\u63a7\u5236\u6fc0\u6d3b\u89c4\u6a21\u7684\u540c\u65f6\uff0c\u8ba9\u4fe1\u606f\u7ecf\u8fc7\u66f4\u591a\u5c42\u8fde\u7eed\u53d8\u6362\u3002<\/p>\n<p>\u8fd9\u5bf9Agent\u5c24\u5176\u91cd\u8981\u3002<\/p>\n<p>\u590d\u6742\u4efb\u52a1\u91cc\uff0c\u7ecf\u5e38\u4f1a\u6709\u5927\u91cfmulti-hop\u4f9d\u8d56\uff0c\u524d\u9762\u641c\u5230\u7684\u4fe1\u606f\uff0c\u8981\u7ecf\u8fc7\u5f88\u591a\u6b65\u4e4b\u540e\u624d\u80fd\u771f\u6b63\u6d3e\u4e0a\u7528\u573a\u3002<\/p>\n<p>\u7f51\u7edc\u66f4\u6df1\uff0c\u76f8\u5f53\u4e8e\u7ed9\u8fd9\u4e9b\u4fe1\u606f\u7559\u4e0b\u4e86\u66f4\u957f\u7684\u4f20\u64ad\u548c\u63a8\u7406\u8def\u5f84\u3002<\/p>\n<p>\u4f46Agent\u8fd8\u6709\u53e6\u4e00\u4e2a\u9ebb\u70e6\u2014\u2014<\/p>\n<p>Context\u3002<\/p>\n<p>\u51e0\u5341\u8f6e\u5de5\u5177\u8c03\u7528\u4e4b\u540e\uff0c\u4e0a\u4e0b\u6587\u80fd\u8f7b\u677e\u6eda\u5230\u4e0a\u767e\u4e07Token\u3002\u5982\u679c\u6bcf\u4e00\u5c42\u90fd\u628a\u524d\u9762\u6240\u6709\u5185\u5bb9\u91cd\u65b0\u626b\u4e00\u904d\uff0c\u8ba1\u7b97\u91cf\u5f88\u5feb\u5c31\u4f1a\u7206\u70b8\u3002<\/p>\n<p>\u6240\u4ee5\u56e2\u961f\u505a\u7684\u7b2c\u4e8c\u4ef6\u4e8b\uff0c\u5c31\u662f\u7a00\u758f\u5316\u3002<\/p>\n<p>Sparse MoE\u3001Hybrid Sparse\u3001Sparse GQA\u2026\u2026\u672c\u8d28\u4e0a\u90fd\u662f\u5728\u89e3\u51b3\u4e0a\u4e0b\u6587\u7684\u95ee\u9898\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u7b97\u6cd5\u5c42\u9762\u5199\u4e2aSparse\uff0c\u4e0d\u4ee3\u8868GPU\u771f\u7684\u5c31\u4f1a\u5c11\u5e72\u6d3b\u3002<\/p>\n<p>\u7d22\u5f15\u3001\u8bbf\u5b58\u3001\u8c03\u5ea6\u8fd9\u4e9b\u95ee\u9898\u5904\u7406\u4e0d\u597d\uff0c\u597d\u4e0d\u5bb9\u6613\u7701\u4e0b\u6765\u7684\u7b97\u529b\uff0c\u5168\u90e8\u4f1a\u6d6a\u8d39\u6389\u3002<\/p>\n<p>\u8fd9\u8fd8\u7a00\u758f\u4e2a\u5565\uff0c\u7a00\u758f\u4e0d\u4e86\u4e00\u70b9\u3002<\/p>\n<p>\u6240\u4ee5Step 5 Preview\u5728\u786c\u4ef6\u4e0a\u4e5f\u4e0b\u4e86\u4e0d\u5c11\u529f\u592b\uff0c\u901a\u8fc7\u5e95\u5c42\u7b97\u5b50\u548c\u6570\u636e\u8bbf\u95ee\u4f18\u5316\uff0c\u8ba9\u7406\u8bba\u4e0a\u7684Sparse\u5c3d\u91cf\u771f\u6b63\u53d8\u6210\u5b9e\u9645\u541e\u5410\u3002<\/p>\n<p>\u6709\u4e86\u8fd9\u5957\u8f6f\u786c\u4ef6\u57fa\u5ea7\uff0c\u540e\u9762\u8981\u505a\u7684\u4e8b\u5c31\u6bd4\u8f83\u6e05\u6670\u4e86\uff0c\u56f4\u7ed5Agent\u8bad\u4e00\u904d\u6a21\u578b\uff0c\u8ba9\u5b83\u80fd\u8fde\u7eed\u5e72\u6d3b\u3002<\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u5982\u679c\u4ee5\u524d\u6a21\u578b\u7684\u57fa\u672c\u5355\u4f4d\u662f\u300c\u56de\u7b54\u300d\uff0c\u90a3\u73b0\u5728\u5c31\u53d8\u6210\u4e86\u300cLoop\u300d\u3002<\/p>\n<p>\u89c4\u5212\u3001\u6267\u884c\u3001\u8c03\u7528\u5de5\u5177\u3001\u770b\u7ed3\u679c\u3001\u53d1\u73b0\u4e0d\u5bf9\u3001\u7ee7\u7eed\u4fee\u3002<\/p>\n<p>\u7136\u540e\u518dLoop\u3002<\/p>\n<p>\u6700\u7ec8\uff0c\u901a\u8fc7Long-horizon RL\u3001Context Compaction\u7b49\u65b9\u6cd5\uff0c\u56e2\u961f\u8ba9Step 5 Preview\u5728\u51e0\u5341\u8f6e\u5de5\u5177\u8c03\u7528\u4e4b\u540e\uff0c\u8fd8\u80fd\u8bb0\u5f97\u81ea\u5df1\u5230\u5e95\u8981\u5e72\u561b\u3002<\/p>\n<p>\u5230\u8fd9\u91cc\uff0cStep 5 Preview\u7684\u601d\u8def\u5c31\u6bd4\u8f83\u5b8c\u6574\u4e86\u3002<\/p>\n<p>\u8e29\u5728\u300c\u6027\u80fd\u00d7\u6210\u672c\u300d\u7684\u751c\u871c\u70b9\u4e0a\uff0c\u628a\u6709\u9650\u7684\u8ba1\u7b97\u9884\u7b97\u5c3d\u91cf\u82b1\u5728\u771f\u6b63\u5f71\u54cdAgent\u80fd\u529b\u7684\u5730\u65b9\u3002<\/p>\n<p>\u8fd9\u4e5f\u7b97\u662f\u9636\u8dc3\u4e00\u76f4\u4ee5\u6765\u6700\u64c5\u957f\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u4eceStep 3.5 Flash\uff0c\u5230Step 3.7 Flash\uff0c\u518d\u5230\u4eca\u5929\u7684Step 5 Preview\uff0c\u8def\u7ebf\u5176\u5b9e\u6ca1\u600e\u4e48\u53d8\u2014\u2014<\/p>\n<p>\u5c3d\u53ef\u80fd\u8ba9Frontier\u7ea7\u80fd\u529b\uff0c\u5927\u5bb6\u7528\u5f97\u8d77\u3002<\/p>\n<p>\u9636\u8dc3\uff0c\u56de\u6765\u4e86<\/p>\n<p>\u5927\u6a21\u578b\u7ade\u8d5b\u6253\u5230\u4eca\u5929\uff0c\u4f9d\u65e7\u5929\u4e0a\u4e00\u5929\u5730\u4e0a\u4e00\u5e74\uff0c\u6218\u573a\u59cb\u7ec8\u77ac\u606f\u4e07\u53d8\uff0c\u552f\u4e00\u4e0d\u53d8\u7684\u5171\u8bc6\u662f\uff1a<\/p>\n<p>Frontier\uff0c\u8fdc\u6ca1\u6709\u5230\u7ec8\u5c40\u3002<\/p>\n<p>\u6bd5\u7adf\uff0c\u4ec5\u4ec5\u8fc7\u53bb\u4e00\u5e74\u91cc\uff0c\u5934\u90e8\u6a21\u578b\u7684\u738b\u5ea7\u5c31\u4e0d\u77e5\u9053\u6362\u591a\u5c11\u6b21\u4e86\u3002\u3002\u3002<\/p>\n<p>\u65b0\u7684\u6a21\u578b\u3001\u65b0\u7684\u6280\u672f\u8def\u7ebf\u4e0d\u65ad\u628a\u80fd\u529b\u8fb9\u754c\u5f80\u524d\u63a8\uff0c\u66fe\u7ecf\u8db3\u4ee5\u5efa\u7acb\u5de8\u5927\u58c1\u5792\u7684\u9886\u5148\u4f18\u52bf\uff0c\u5f88\u591a\u65f6\u5019\u51e0\u4e2a\u6708\u5c31\u4f1a\u88ab\u8ffd\u5e73\u3002<\/p>\n<p>Stanford 2026 AI Index\u91cc\u6709\u4e2a\u6570\u636e\u5f88\u6709\u610f\u601d\u3002<\/p>\n<p>\u622a\u81f32026\u5e743\u6708\uff0cAnthropic\u3001xAI\u3001Google\u548cOpenAI\u56db\u5bb6\u516c\u53f8\u6700\u9876\u5c16\u7684\u6a21\u578b\uff0c\u5728Arena\u4e0a\u7684\u5dee\u8ddd\u5df2\u7ecf\u538b\u7f29\u5230\u4e8625\u4e2aElo\u4ee5\u5185\u3002<\/p>\n<p>\u4f60\u8981\u77e5\u9053\uff0cGPT\u521a\u53d1\u7684\u65f6\u5019\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u53ef\u8fdc\u6ca1\u6709\u8fd9\u4e48\u5c0f\u3002<\/p>\n<p>\u5927\u6a21\u578b\u7ade\u4e89\u6b63\u5728\u8fdb\u5165\u5168\u65b0\u9636\u6bb5\uff1a<\/p>\n<p>\u4e00\u65b9\u9762\uff0cFrontier\u7684\u95e8\u69db\u8d8a\u6765\u8d8a\u9ad8\uff1b\u53e6\u4e00\u65b9\u9762\uff0cFrontier\u5185\u90e8\u53c8\u8d8a\u6765\u8d8a\u62e5\u6324\u3002<\/p>\n<p>\u5355\u7eaf\u8ffd\u9010\u67d0\u4e00\u4e2aBenchmark\u3001\u67d0\u4e00\u6b21\u699c\u5355\u7b2c\u4e00\uff0c\u5df2\u7ecf\u5f88\u96be\u5b9a\u4e49\u4e00\u5bb6\u6a21\u578b\u516c\u53f8\u7684\u957f\u671f\u4f4d\u7f6e\u3002<\/p>\n<p>\u4eca\u5929\u4e00\u4e2a\u6a21\u578b\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\uff0c\u662f\u66f4\u590d\u6742\u7684\uff1a<\/p>\n<p>\u80fd\u529b\u6709\u6ca1\u6709\u4ec0\u4e48\u5dee\u5f02\u5316\uff1f<\/p>\n<p>\u6210\u672c\u80fd\u4e0d\u80fd\u538b\u4e0b\u6765\uff1f<\/p>\n<p>Benchmark\u4e0a\u7684\u667a\u80fd\uff0c\u53c8\u80fd\u4e0d\u80fd\u771f\u6b63\u8fc1\u79fb\u5230\u590d\u6742\u3001\u5f00\u653e\u3001\u957f\u7a0b\u7684\u771f\u5b9e\u4efb\u52a1\u91cc\uff1f<\/p>\n<p>\u73b0\u5728\u5404\u5bb6\u5176\u5b9e\u90fd\u5df2\u7ecf\u5f00\u59cb\u75af\u72c2\u70b9\u81ea\u5df1\u7684\u6280\u80fd\u6811\u4e86\u3002<\/p>\n<p>K3\u4e13\u653b\u524d\u7aef\u5f00\u53d1\uff0c\u5c06\u7f51\u9875\u8bbe\u8ba1\u505a\u5230\u6781\u81f4\u3002<\/p>\n<p>V4 Flash\u6253\u7206\u6027\u4ef7\u6bd4\uff0c\u7ed9Flash\u7ea7\u6a21\u578b\u5e72\u6210\u767d\u83dc\u4ef7\u3002<\/p>\n<p>Astra\u540c\u6837\u5982\u6b64\uff0cCoding\u5176\u5b9e\u6ca1\u63d0\u5347\u591a\u5c11\uff0c\u4f46\u628aComputer 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