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#94A2CE;\">\u8fd9\u4efd\u540d\u5355\u65e2\u6d1e\u5bdf\u5230\u9752\u5e74\u4eba\u624d\u773c\u5e95\u672a\u7184\u7684\u521b\u65b0\u706b\u79cd\uff0c\u4e5f\u8bb0\u5f55\u7740\u8fd9\u7c07\u661f\u706b\u5982\u4f55\u71ce\u539f\u6210\u91cd\u5851\u4e16\u754c\u7684\u65f6\u4ee3\u52bf\u80fd\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u968f\u7740\u4e2d\u56fd\u79d1\u6280\u521b\u65b0\u7684\u5d1b\u8d77\uff0c2017 \u5e74\uff0cDeepTech \u8054\u5408\u300a\u9ebb\u7701\u7406\u5de5\u79d1\u6280\u8bc4\u8bba\u300b\u5c06 TR35 \u8bc4\u9009\u6b63\u5f0f\u843d\u5730\u4e2d\u56fd\uff0c\u5173\u6ce8\u548c\u6316\u6398\u4e2d\u56fd\u65b0\u5174\u79d1\u6280\u9886\u57df\u7684\u9752\u5e74\u521b\u65b0\u529b\u91cf\u3002<\/span><\/strong>\u7ecf\u8fc7 8 \u5c4a\u8bc4\u9009\uff0cTR35 \u4e2d\u56fd\u5df2\u7136\u5f62\u6210\u4e86\u4e00\u79cd\u72ec\u7279\u7684\u521b\u65b0\u751f\u6001\uff0c\u5176\u591a\u6837\u6027\u4e3a\u4e2d\u56fd\u79d1\u6280\u53d1\u5c55\u6ce8\u5165\u4e86\u72ec\u7279\u6d3b\u529b\uff0c\u7279\u522b\u662f\u5728 AI \u9886\u57df\uff0c\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002<\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e8b\u5b9e\u4e0a\uff0c\u4e2d\u56fd\u4eba\u624d\u6b63\u5728\u5168\u7403 AI \u9886\u57df\u626e\u6f14\u8d8a\u6765\u8d8a\u5173\u952e\u7684\u89d2\u8272\u3002\u82f1\u4f1f\u8fbe\u521b\u59cb\u4eba\u517c CEO \u9ec4\u4ec1\u52cb\u6700\u8fd1\u51fa\u5e2d\u534e\u76db\u987f\u7684\u4e00\u573a\u6d3b\u52a8\u65f6\u63d0\u5230\uff1a\u201c\u5168\u7403 50% \u7684 AI \u7814\u7a76\u4eba\u5458\u6765\u81ea\u4e2d\u56fd\u2026\u2026\u7f8e\u56fd\u7684\u6bcf\u4e00\u5bb6 AI \u5b9e\u9a8c\u5ba4\u65e0\u4e00\u4f8b\u5916\u90fd\u6709\u8bb8\u591a\u4f18\u79c0\u7684\u4e2d\u56fd\u7814\u7a76\u4eba\u5458\u3002\u201d 2024 \u5e74 OpenAI \u53d1\u5e03 GPT-4o\uff0cGPT-4o \u7684 17 \u4f4d\u5173\u952e\u56e2\u961f\u6210\u5458\u4e2d\uff0c\u6709 6 \u4eba\u662f\u534e\u4eba\uff0c\u5360\u6bd4\u7ea6\u4e3a 35.29%\uff1b\u6839\u636e\u8c37\u6b4c\u548c\u82f1\u4f1f\u8fbe\u91cd\u70b9\u5177\u8eab\u667a\u80fd\u8bba\u6587\u548c\u9879\u76ee\u68b3\u7406\u7684 114 \u540d\u5173\u952e AI \u7814\u7a76\u5458\u4e2d\uff0c\u8c37\u6b4c\u7814\u7a76\u5458\u7684\u534e\u88d4\u6bd4\u4f8b\u7ea6\u4e3a 20%\uff0c\u82f1\u4f1f\u8fbe\u7814\u7a76\u5458\u7684\u534e\u88d4\u6bd4\u4f8b\u66f4\u9ad8\uff0c\u5360\u6bd4\u8fbe 40%\u30022023 \u5e74 7 \u6708\uff0c\u9a6c\u65af\u514b\u5ba3\u5e03 xAI \u6210\u7acb\uff0c\u9996\u53d1\u4eae\u76f8\u7684 12 \u4f4d\u521d\u59cb\u6210\u5458\u4e2d\uff0c\u6709 5 \u4eba\u662f\u534e\u4eba\u79d1\u5b66\u5bb6\uff0c\u5360\u6bd4\u8fd1\u4e00\u534a\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u6d4e\u6d4e\u591a\u58eb\uff0c\u4e43\u6210\u5927\u4e1a\uff1b\u4eba\u624d\u851a\u8d77\uff0c\u56fd\u8fd0\u65b9\u5174\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5f53\u5b9e\u9a8c\u5ba4\u7684\u6210\u679c\u8d70\u8fdb\u751f\u4ea7\u7ebf\uff0c\u5f53\u5f00\u6e90\u4ee3\u7801\u5f71\u54cd\u6570\u767e\u4e07\u5f00\u53d1\u8005\uff0c\u5f53\u4e00\u7bc7\u7bc7\u9876\u520a\u8bba\u6587\u6807\u6ce8\u201c\u4e2d\u56fd\u667a\u9020\u201d\uff0c<\/span><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u6bcf\u4e00\u5e74\uff0c\u6211\u4eec\u89c1\u8bc1\u7684\u4e0d\u4ec5\u662f 35 \u4f4d\u79d1\u5b66\u5bb6\u7684\u7a81\u7834\uff0c\u66f4\u662f\u4e00\u4e2a\u56fd\u5bb6\u521b\u65b0\u4f53\u7cfb\u7684\u80fd\u91cf\u7ea7\u8dc3\u8fc1<\/span><\/strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">2025 \u5e74 5 \u6708 23 \u65e5\uff0c\u5728\u4e0a\u6d77\u4e3e\u529e\u7684 2024 \u5e74\u5ea6\u201c35 \u5c81\u4ee5\u4e0b\u79d1\u6280\u521b\u65b0 35 \u4eba\u201d\u4e2d\u56fd\u533a\u53d1\u5e03\u66a8\u4e2d\u56fd\u79d1\u6280\u9752\u5e74\u8bba\u575b\u4e0a\uff0c\u65b0\u4e00\u5c4a\u5165\u9009\u8005\u6b63\u5f0f\u63ed\u6653\uff0c\u4ed6\u4eec\u4ee5\u5353\u8d8a\u7684\u521b\u65b0\u6210\u679c\u548c\u975e\u51e1\u7684\u521b\u9020\u529b\uff0c\u6210\u4e3a\u4e86\u4e2d\u56fd\u79d1\u6280\u9886\u57df\u7684\u8000\u773c\u65b0\u661f\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd9 35 \u4f4d\u79d1\u6280\u9752\u5e74\u4e2d\uff0c\u6709\u4eba\u4ee5\u5f00\u6e90\u751f\u6001\u63a8\u52a8\u6280\u672f\u666e\u60e0\uff0c\u6709\u4eba\u4ee5\u5408\u6210\u6570\u636e\u7a81\u7834\u5177\u8eab\u667a\u80fd\u74f6\u9888\uff0c\u6709\u4eba\u5c06\u5149\u5408\u7cfb\u7edf\u8de8\u7269\u79cd\u79fb\u690d\u9006\u8f6c\u9000\u884c\u6027\u75be\u75c5\uff0c\u6709\u4eba\u7528\u62d3\u6251\u8d85\u6750\u6599\u6539\u5199\u58f0\u6ce2\u64cd\u63a7\u6cd5\u5219\u3002\u4ed6\u4eec\u653b\u514b\u79d1\u5b66\u96be\u9898\uff0c\u5f00\u62d3\u4ea4\u53c9\u9886\u57df\uff0c\u4e66\u5199\u4e2d\u56fd\u79d1\u6280\u201c\u94fe\u5f0f\u53cd\u5e94\u201d\uff1a\u4ece\u5b9e\u9a8c\u5ba4\u539f\u5b50\u7ea7\u6210\u50cf\u5230\u751f\u4ea7\u7ebf\u5206\u949f\u7ea7\u88c5\u914d\uff0c\u518d\u4ece\u5fae\u89c2\u86cb\u767d\u8d28\u964d\u89e3\u5230\u5b8f\u89c2\u91cf\u5b50\u4f18\u8d8a\u6027\u9a8c\u8bc1\uff0c\u901a\u8fc7\u4e0d\u65ad\u62d3\u5c55\u4eba\u7c7b\u8ba4\u77e5\u8fb9\u754c\uff0c\u5728\u5168\u7403\u6280\u672f\u7ade\u4e89\u4e2d\u523b\u4e0b\u4e2d\u56fd\u5750\u6807\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(171, 25, 66); --tt-darkmode-color: #DF285B;\">\u201c\u4ece 0 \u5230 1\u201d\uff0c\u4ece 35 \u5230\u65e0\u9650\u2014\u2014\u5728\u4e2d\u56fd\uff0c\u521b\u65b0\u7684\u6545\u4e8b\u6c38\u8fdc\u6709\u4e0b\u4e00\u7ae0\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">2024 \u5e74\u5ea6\u201c35 \u5c81\u4ee5\u4e0b\u79d1\u6280\u521b\u65b0 35 \u4eba\u201d\u4e2d\u56fd\u533a\u5165\u9009\u540d\u5355\u5982\u4e0b<\/span><\/strong><\/span><em><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(171, 25, 66); --tt-darkmode-color: #DF285B;\">\uff08*\u4ee5\u4e0b\u6392\u540d\u4e0d\u5206\u5148\u540e\uff09<\/span><\/strong><\/span><\/em><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\uff1a<\/span><\/strong><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/b5273bc65754415c934441c127b97820~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=feck8so%2BSHh5dSfQNssfw12Ij54%3D\"\/><a><\/a><p style=\"text-align: center;\"><span style=\"letter-spacing: 1px;\"><span style=\"color: rgb(215, 175, 81); --tt-darkmode-color: #C7A24B;\">\u5165\u9009\u540d\u5355<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/5f0ea75171db49948b7319bcd8e183c8~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=rm9WQRj1MQ6sW58SK0PrvoIu4Lc%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u4f5c\u4e3a\u7b2c\u4e00\u5b8c\u6210\u4eba\u9886\u5bfc\u4e86 DeepSeekMath \u9879\u76ee\uff0c\u901a\u8fc7\u9ad8\u8d28\u91cf\u9884\u8bad\u7ec3\u548c\u57fa\u4e8e GRPO \u7684\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\uff0c\u4ece\u6839\u672c\u4e0a\u63d0\u5347\u6a21\u578b\u7684\u6570\u5b66\u548c\u903b\u8f91\u63a8\u7406\u80fd\u529b\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u90b5\u667a\u5b8f\u7684\u7814\u7a76\u805a\u7126\u4e8e\u7cfb\u7edf\u6027\u63d0\u5347\u5927\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5173\u6ce8\u4e8e\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u53ef\u6301\u7eed\u81ea\u6211\u63d0\u5347\u7684\u7cfb\u7edf\uff0c\u80fd\u591f\u901a\u8fc7\u5229\u7528\u591a\u79cd\u6280\u80fd\uff08\u4f8b\u5982\uff0c\u5de5\u5177\u4f7f\u7528\u548c\u63a8\u7406\uff09\u6765\u5b8c\u6210\u8d8a\u6765\u8d8a\u590d\u6742\u7684\u4efb\u52a1\u3002\u4ed6\u7684\u4e24\u4e2a\u4ee3\u8868\u5de5\u4f5c\u662f ToRA \u548c DeepSeekMath\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">ToRA \u9879\u76ee\u5c55\u793a\u4e86\u5c06\u5916\u90e8\u5de5\u5177\u53cd\u9988\u6574\u5408\u5230\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u5f3a\u5927\u4f5c\u7528\u3002\u8fd9\u4e2a\u9879\u76ee\u53d1\u5e03\u4e86\u4e00\u4e2a\u540d\u4e3a ToRA-34B \u7684\u5f3a\u5927\u5de5\u5177\u589e\u5f3a\u5927\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u901a\u8fc7\u5c06 Python \u6267\u884c\u878d\u5165\u94fe\u5f0f\u601d\u7ef4\u63a8\u7406\uff0c\u6210\u4e3a\u9996\u4e2a\u5728\u7ade\u8d5b\u7ea7 MATH \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5f97\u5206\u8fbe\u5230 50% \u7684\u5f00\u6e90\u6a21\u578b\u3002\u8fd9\u7a81\u663e\u4e86\u7ed3\u5408\u5916\u90e8\u5de5\u5177\u5bf9\u63d0\u5347\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u5177\u6709\u8f83\u5927\u7684\u6f5c\u529b\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u4e86\u4ece\u6839\u672c\u4e0a\u63d0\u5347\u5927\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u90b5\u667a\u5b8f\u4f5c\u4e3a\u7b2c\u4e00\u5b8c\u6210\u4eba\u5171\u540c\u9886\u5bfc\u4e86 DeepSeekMath \u9879\u76ee\u3002\u8be5\u9879\u76ee\u63d0\u51fa\u4e86\u4e00\u4e2a\u53ef\u4ee5\u6709\u6548\u8bc6\u522b\u548c\u6269\u5c55\u9ad8\u8d28\u91cf\u9884\u8bad\u7ec3\u6570\u636e\u7684\u8fed\u4ee3\u5f0f\u6d41\u7a0b\uff0c\u7528\u4e8e\u6570\u5b66\u9884\u8bad\u7ec3\u5e76\u663e\u8457\u63d0\u5347\u4e86\u57fa\u7840\u6a21\u578b\u7684\u80fd\u529b\u3002\u8be5\u9879\u76ee\u8fd8\u63a2\u7d22\u4f7f\u7528\u4e86 GRPO \u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u5e76\u5c55\u793a\u4e86\u5f3a\u5316\u5b66\u4e60\u7528\u4e8e\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u63a8\u7406\u80fd\u529b\u7684\u6f5c\u529b\u3002\u53d1\u5e03\u7684 DeepSeekMath \u6a21\u578b\u88ab\u5e7f\u6cdb\u7528\u4e8e\u540e\u7eed\u7684\u6570\u5b66\u63a8\u7406\u7814\u7a76\uff0c\u5e76\u652f\u6301\u4e86\u9996\u5c4a AI \u6570\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b AIMO \u4e2d\u6392\u540d\u524d\u4e09\u7684\u83b7\u80dc\u65b9\u6848\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">DeepSeekMath \u9879\u76ee\u4e2d\u7684\u6570\u636e\u6d41\u7a0b\u4e5f\u88ab\u5e7f\u6cdb\u7528\u4e8e\u89c4\u6a21\u5316\u6536\u96c6\u9ad8\u8d28\u91cf\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\u6216\u6a21\u578b\u5bf9\u9f50\u3002\u53e6\u5916\uff0c\u5728 DeepSeekMath \u7684\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u57fa\u7840\u4e0a\uff0c\u540e\u7eed\u7684 R1 \u9879\u76ee\uff08\u4ed6\u4f5c\u4e3a\u6838\u5fc3\u8d21\u732e\u8005\u4e4b\u4e00\uff09\u901a\u8fc7\u5728\u66f4\u591a\u66f4\u590d\u6742\u7684\u63a8\u7406\u4efb\u52a1\u4e2d\u8fdb\u884c\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\uff0c\u5f97\u5230\u4e00\u4e2a\u5177\u5907\u53cd\u601d\u3001\u56de\u6eaf\u3001\u9a8c\u8bc1\u7b49\u80fd\u529b\u7684\u5f3a\u5927\u63a8\u7406\u6a21\u578b\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/d766b30ad6c14245813bd1f566a38239~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=A6N9TkACvEKdCfDj4RrH%2B%2FwG%2BHQ%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u5f00\u521b\u4e86\u878d\u5408\u63a8\u7406\u4e0e\u884c\u52a8\u7684\u667a\u80fd\u4f53\u8303\u5f0f\uff0c\u5e76\u63a8\u52a8\u667a\u80fd\u4f53\u6280\u672f\u5728\u901a\u7528\u7cfb\u7edf\u64cd\u4f5c\u4e0e\u77e5\u8bc6\u5bc6\u96c6\u578b\u9886\u57df\u7684\u5e94\u7528\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u59da\u987a\u96e8\u4e3a\u8bed\u8a00\u667a\u80fd\u4f53\u65b9\u5411\u7684\u5f00\u542f\u548c\u53d1\u5c55\u505a\u51fa\u4e86\u57fa\u7840\u6027\u8d21\u732e\u3002\u4ed6\u63d0\u51fa\u4e86 ReAct \u65b9\u6cd5\uff0c\u9996\u6b21\u5f15\u5165\u201c\u63a8\u7406\u2014\u884c\u52a8\u201d\u7ed3\u5408\u7684\u667a\u80fd\u4f53\u8303\u5f0f\uff0c\u4e3a\u521b\u5efa\u5177\u5907\u901a\u7528\u6027\u3001\u53ef\u6269\u5c55\u6027\u7684\u8bed\u8a00\u667a\u80fd\u4f53\u5960\u5b9a\u4e86\u57fa\u7840\u3002ReAct \u7684\u6838\u2f3c\u7406\u5ff5\u662f\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u5728\u884c\u52a8\u524d\u5148\u8fdb\u884c\u53ef\u89e3\u91ca\u7684\u5185\u5728\u63a8\u7406\uff0c\u7ee7\u800c\u57fa\u4e8e\u63a8\u7406\u7ed3\u8bba\u53bb\u51b3\u7b56\u4e0e\u64cd\u4f5c\u3002\u8fd9\u4e00\u601d\u8def\u4e0d\u4f46\u589e\u5f3a\u4e86\u6a21\u578b\u7684\u53ef\u63a7\u6027\uff0c\u4e5f\u6781\u5927\u62d3\u5c55\u4e86\u5176\u5728\u5404\u7c7b\u5b9e\u9645\u9886\u57df\u4e2d\u7684\u9002\u7528\u80fd\u529b\u3002\u5982\u4eca\uff0cReAct \u5df2\u6210\u4e3a\u4e16\u754c\u8303\u56f4\u5185\u6784\u5efa\u8bed\u8a00\u667a\u80fd\u4f53\u7684\u6700\u4e3b\u6d41\u65b9\u6cd5\uff0c\u88ab\u5b66\u672f\u754c\u4e0e\u5de5\u4e1a\u754c\u5e7f\u6cdb\u91c7\u7eb3\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u4e86\u9a8c\u8bc1\u8bed\u8a00\u667a\u80fd\u4f53\u5728\u771f\u5b9e\u4e16\u754c\u5e94\u7528\u4e2d\u7684\u6f5c\u529b\uff0c\u4ed6\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e86 WebShop\u3001SWE bench\u3001tau-bench \u7b49\u65b0\u578b\u73af\u5883\u3002\u4f20\u7edf\u5f3a\u5316\u5b66\u4e60\u60ef\u7528\u7684\u56f4\u68cb\u3001Atari \u7b49\u95ed\u5408\u6e38\u620f\u573a\u666f\u5728\u7ecf\u6d4e\u548c\u79d1\u5b66\u4ef7\u503c\u4e0a\u5177\u6709\u5c40\u9650\u6027\uff0c\u800c\u4e92\u8054\u7f51\u4ea4\u4e92\u3001\u8f6f\u4ef6\u5de5\u7a0b\u3001\u5ba2\u670d\u81ea\u52a8\u5316\u7b49\u4efb\u52a1\u573a\u666f\u5219\u66f4\u5177\u5b9e\u8df5\u610f\u4e49\u3002\u59da\u987a\u96e8\u4e3b\u5bfc\u8bbe\u8ba1\u7684\u8fd9\u4e9b\u73af\u5883\uff0c\u4e3a\u667a\u80fd\u4f53\u7684\u901a\u7528\u6027\u8bc4\u4f30\u4e0e\u5e94\u7528\u62d3\u5bbd\u4e86\u6e20\u9053\u3002\u76f8\u5e94\u5730\uff0cSWE-agent \u7b49\u7cfb\u7edf\u4e5f\u5728\u4ee3\u7801\u751f\u6210\u3001\u4ea4\u4e92\u5f0f\u8c03\u8bd5\u7b49\u65b9\u9762\u5e26\u6765\u4e86\u7a81\u7834\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u524d\u671f\u7814\u7a76\u57fa\u7840\u4e0a\uff0c\u4ed6\u4e8e 2025 \u5e74\u6210\u4e3a OpenAI \u9996\u6279\u667a\u80fd\u4f53\u4ea7\u54c1 operator \u4e0e deep research \u7684\u6838\u5fc3\u8d21\u732e\u8005\u3002operator \u4e3b\u6253\u5bf9\u8ba1\u7b97\u673a\u7cfb\u7edf\u8fdb\u884c\u901a\u7528\u64cd\u4f5c\uff0c\u5316\u62bd\u8c61\u7684\u6570\u5b57\u73af\u5883\u4e3a\u53ef\u88ab\u667a\u80fd\u4f53\u5904\u7406\u7684\u53ef\u6267\u884c\u4efb\u52a1\uff1bdeep research \u5219\u7784\u51c6\u79d1\u7814\u3001\u6cd5\u5f8b\u3001\u91d1\u878d\u7b49\u77e5\u8bc6\u5bc6\u96c6\u578b\u9886\u57df\uff0c\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u6c34\u5e73\u7684\u52a9\u7406\u4e0e\u534f\u4f5c\u529f\u80fd\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/20feeef11db14baeb373a92f0692f162~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=a8KR99Zo2px48HQPkj2kkubkKF0%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u7528\u5408\u6210\u6570\u636e\u5f00\u53d1\u4e86\u9996\u4e2a\u7aef\u5230\u7aef\u5177\u8eab\u6293\u53d6\u57fa\u7840\u5927\u6a21\u578b\uff0c\u7a81\u7834\u6570\u636e\u548c\u6cdb\u5316\u74f6\u9888\uff0c\u6709\u671b\u4fc3\u8fdb\u901a\u7528\u5177\u8eab\u673a\u5668\u4eba\u8d70\u5411\u89c4\u6a21\u5546\u4e1a\u5316\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u738b\u9e64\u7684\u7814\u7a76\u805a\u7126\u4e8e\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\uff0c\u901a\u8fc7 AI \u6280\u672f\u8d4b\u4e88\u673a\u5668\u4eba\u901a\u7528\u5316\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u590d\u6742\u73af\u5883\u4e2d\u5b8c\u6210\u9ad8\u96be\u5ea6\u4efb\u52a1\uff0c\u4ece\u800c\u5e94\u5bf9\u8001\u9f84\u5316\u3001\u52b3\u52a8\u529b\u77ed\u7f3a\u7b49\u793e\u4f1a\u6311\u6218\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u89e3\u51b3\u5177\u8eab\u667a\u80fd\u9886\u57df\u6570\u636e\u4e0d\u8db3\u3001\u91c7\u96c6\u6210\u672c\u9ad8\u7684\u95ee\u9898\uff0c\u4ed6\u6784\u5efa\u9ad8\u7cbe\u7269\u7406\u9ad8\u4fdd\u771f\u7684\u5177\u8eab\u5408\u6210\u5927\u6570\u636e\uff0c\u63a8\u52a8\u5177\u8eab\u6280\u80fd\u6cdb\u5316\u5b66\u4e60\u548c\u5177\u8eab\u5927\u6a21\u578b\u7684\u53d1\u5c55\uff0c\u7814\u7a76\u6210\u679c\u5728\u6cdb\u5316\u6293\u53d6\u3001\u5177\u8eab\u7aef\u5230\u7aef\u5927\u6a21\u578b\u7b49\u9886\u57df\u53d6\u5f97\u7a81\u7834\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u63d0\u51fa\u5927\u89c4\u6a21\u767e\u4e07\u7ea7\u7075\u5de7\u624b\u5927\u6570\u636e\u96c6 DexGraspNet\uff0c\u5c06\u4eff\u771f\u6570\u636e\u751f\u6210\u6548\u7387\u63d0\u5347\u4e86 50 \u500d\uff0c\u5e76\u57fa\u4e8e\u6b64\u56e2\u961f\u5f00\u53d1 UniDexGrasp++ \u7b97\u6cd5\uff0c\u5b9e\u73b0\u5728\u6570\u5343\u7269\u4f53\u4e0a\u7684\u9ad8\u6210\u529f\u7387\u6cdb\u5316\u6293\u53d6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u4e5f\u53d1\u5e03\u4e86\u4e00\u6b3e\u540d\u4e3a GraspVLA \u7684\u7aef\u5230\u7aef\u5177\u8eab\u6293\u53d6\u57fa\u7840\u5927\u6a21\u578b\u3002\u8fd9\u6b3e\u6a21\u578b\u5728\u9884\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u767e\u5206\u767e\u6839\u636e\u5408\u6210\u5927\u6570\u636e\u8fdb\u884c\uff0c\u4f7f\u7528\u4e86\u5341\u4ebf\u5e27 \u201c\u89c6\u89c9 - \u8bed\u8a00 - \u52a8\u4f5c\u201d \u5bf9\uff0c\u638c\u63e1\u4e86\u6cdb\u5316\u95ed\u73af\u6293\u53d6\u80fd\u529b\uff0c\u65e0\u9700\u5927\u89c4\u6a21\u771f\u5b9e\u6570\u636e\uff0c\u5373\u53ef\u5b8c\u6210\u57fa\u7840\u6a21\u578b\u9884\u8bad\u7ec3\u7684\u80fd\u529b\uff0c\u5e76\u4e14\uff0c\u901a\u8fc7\u5c0f\u6837\u672c\u5fae\u8c03\uff0c\u80fd\u4f7f\u57fa\u7840 \u201c\u901a\u624d\u201d \u5feb\u901f\u6210\u957f\u4e3a\u6307\u5b9a\u573a\u666f\u7684 \u201c\u4e13\u5bb6\u201d\u3002\u8fd9\u4e00\u6280\u672f\u8def\u7ebf\u5177\u5907\u8bf8\u591a\u4f18\u52bf\uff0c\u5305\u62ec\u5927\u6570\u636e\u3001\u9ad8\u6cdb\u5316\u3001\u4f4e\u6210\u672c\u7b49\uff0c\u653b\u514b\u4e86\u5177\u8eab\u667a\u80fd\u5728\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u4e9f\u5f85\u89e3\u51b3\u7684\u96be\u9898\uff0c\u6709\u671b\u5728 2025 \u5e74\u5f15\u9886\u7aef\u5230\u7aef\u5177\u8eab\u5927\u6a21\u578b\u8d70\u5411\u89c4\u6a21\u5546\u4e1a\u5316\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4f5c\u4e3a\u521b\u59cb\u4eba\u517c CTO\uff0c\u4ed6\u4e8e 2023 \u5e74 5 \u6708\u6210\u7acb\u4e86\u5317\u4eac\u94f6\u6cb3\u901a\u7528\u673a\u5668\u4eba\u516c\u53f8\uff0c\u76ee\u524d\u5df2\u5b8c\u6210 13 \u4ebf\u4eba\u6c11\u5e01\u878d\u8d44\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/474115acb1ce462fb03dfdd8d9df2ddc~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=KXP%2FgaLA8H4%2BhoZfyG59e9qSBqM%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u805a\u7126\u5236\u9020\u4e1a 5.0 \u7684\u5148\u8fdb\u673a\u5668\u4eba\u6280\u672f\uff0c\u5c06\u751f\u6210\u5f0f AI \u878d\u5165\u539f\u578b\u53ca\u751f\u4ea7\u8fc7\u7a0b\u4e2d\uff0c\u5f00\u521b\u4e86\u5168\u65b0\u7684\u4eba\u673a\u534f\u4f5c\u6a21\u5f0f\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u63d0\u9ad8\u4eba\u7c7b\u8bbe\u8ba1\u5e08\u4e0e\u751f\u6210\u5f0f AI \u4e4b\u95f4\u7684\u4ea4\u4e92\u6027\u548c\u4e00\u81f4\u6027\uff0c\u5218\u7545\u6d41\u9886\u5bfc\u5f00\u53d1\u4e86\u5148\u8fdb\u7684\u7b97\u6cd5\u3002\u4e00\u65e6\u8bbe\u8ba1\u5b9a\u7a3f\uff0c\u914d\u5907\u4e86\u5148\u8fdb\u89c4\u5212\u7b97\u6cd5\u7684\u673a\u5668\u4eba\u53ef\u4ee5\u4f7f\u7528\u53cc\u81c2\u7ec4\u88c5\u4ea7\u54c1\u3002\u5728\u5b9e\u9645\u88c5\u914d\u8fc7\u7a0b\u4e2d\uff0c\u673a\u5668\u4eba\u8fd8\u80fd\u4e0e\u4eba\u7c7b\u8bbe\u8ba1\u5e08\u4e92\u52a8\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u8bbe\u8ba1\u7ec6\u8282\u3002\u8fd9\u4e9b\u521b\u65b0\u6709\u6f5c\u529b\u53d8\u9769\u88c5\u914d\u8bbe\u8ba1\uff0c\u5728\u4fdd\u6301\u9ad8\u7cbe\u5ea6\u548c\u5b89\u5168\u6027\u7684\u540c\u65f6\uff0c\u7b80\u5316\u521b\u9020\u8fc7\u7a0b\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e0e\u6b64\u540c\u65f6\uff0c\u5979\u4e0e\u56e2\u961f\u6b63\u5728\u63a2\u7d22\u5c06\u6574\u4e2a\u4f9b\u5e94\u94fe\u538b\u7f29\u5230\u4e00\u4e2a\u96c6\u88c5\u7bb1\u4e2d\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u539f\u6750\u6599\u4ece\u96c6\u88c5\u7bb1\u4e00\u7aef\u8fdb\u5165\uff0c\u5b8c\u6210\u7684\u4ea7\u54c1\u7ecf\u8fc7\u6258\u76d8\u5316\u540e\u4ece\u53e6\u4e00\u7aef\u8f93\u51fa\u3002\u6700\u7ec8\u6210\u679c\u5305\u62ec\u4e24\u4e2a\u914d\u5907\u4e86\u56db\u4e2a\u673a\u68b0\u81c2\u7684\u96c6\u88c5\u7bb1\uff0c\u81ea\u52a8\u3001\u9ad8\u6548\u5730\u751f\u4ea7\u6258\u76d8\u88c5\u7bb1\u7684\u53e3\u7f69\uff0c\u8fd9\u662f\u81ea\u4e3b\u5236\u9020\u6548\u7387\u7684\u4e00\u4e2a\u91cd\u8981\u91cc\u7a0b\u7891\u3002\u8fd9\u4e9b\u81ea\u7ed9\u81ea\u8db3\u7684\u7cfb\u7edf\u53ef\u4ee5\u5728\u5168\u7403\u8303\u56f4\u5185\u90e8\u7f72\uff0c\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u957f\u4f9b\u5e94\u94fe\u5e26\u6765\u7684\u98ce\u9669\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u57fa\u4e8e\u5218\u7545\u6d41\u8bfe\u9898\u7ec4\u591a\u5e74\u6765\u7684\u7814\u7a76\u6210\u679c\uff0c\u5979\u521b\u7acb\u4e86\u4e3a\u7cbe\u5bc6\u5236\u9020\u63d0\u4f9b\u667a\u80fd\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u7684\u516c\u53f8 Instinct Robotics\u3002\u76ee\u524d\u8be5\u516c\u53f8\u4e13\u6ce8\u4e8e\u590d\u6742\u8868\u9762\u5904\u7406\u7684\u9ad8\u6df7\u5408\u4f4e\u6279\u91cf\u751f\u4ea7\u7ebf\uff0c\u5e76\u5df2\u83b7\u5f97\u5305\u62ec\u897f\u95e8\u5b50\u80fd\u6e90\u5728\u5185\u7684\u591a\u5bb6\u4e3b\u6d41\u5236\u9020\u5546\u7684\u8ba2\u5355\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd9\u4e9b\u8fdb\u6b65\u6709\u671b\u91cd\u65b0\u5b9a\u4e49\u5168\u7403\u5236\u9020\u6a21\u5f0f\uff0c\u663e\u8457\u63d0\u9ad8\u751f\u4ea7\u6548\u7387\uff0c\u5e76\u51cf\u5c11\u5bf9\u4eba\u7c7b\u5728\u91cd\u590d\u6027\u548c\u8270\u96be\u4efb\u52a1\u4e2d\u7684\u4f9d\u8d56\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/fe270415267e401e8ae96de6b4b2120a~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=SYCzHAVJm1miY5cIv%2BA76IEa%2BdI%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u5f00\u521b\u4e86\u57fa\u4e8e\u771f\u5b9e\u4e16\u754c\u6570\u636e\u98de\u8f6e\u7684\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u5b9e\u73b0\u4e86\u590d\u6742\u673a\u5668\u4eba\u64cd\u4f5c\u4efb\u52a1\u7684\u8d85\u4eba\u7c7b\u6027\u80fd\u4e0e\u9ad8\u6548\u8bad\u7ec3\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5c06\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u5e94\u7528\u4e8e\u771f\u5b9e\u4e16\u754c\u7684\u673a\u5668\u4eba\uff0c\u5c24\u5176\u662f\u5728\u9ad8\u7cbe\u5ea6\u5de5\u4e1a\u88c5\u914d\u7b49\u590d\u6742\u4efb\u52a1\u4e2d\uff0c\u9762\u4e34\u7740\u6837\u672c\u6548\u7387\u4f4e\u3001\u7cfb\u7edf\u96c6\u6210\u590d\u6742\u4ee5\u53ca\u957f\u5468\u671f\u4efb\u52a1\u89c4\u5212\u56f0\u96be\u7b49\u91cd\u5927\u6311\u6218\u3002\u7f57\u5251\u5c9a\u81f4\u529b\u4e8e\u653b\u514b\u8fd9\u4e9b\u96be\u9898\uff0c\u63a8\u52a8 RL \u5728\u673a\u5668\u4eba\u81ea\u52a8\u5316\u9886\u57df\u7684\u7a81\u7834\u4e0e\u843d\u5730\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u535a\u58eb\u671f\u95f4\uff0c\u4ed6\u4e13\u6ce8\u4e8e\u89e3\u51b3 RL \u5728\u771f\u5b9e\u673a\u5668\u4eba\u9ad8\u7cbe\u5ea6\u88c5\u914d\u4efb\u52a1\u4e2d\u7684\u5e94\u7528\u96be\u9898\u3002\u901a\u8fc7\u521b\u65b0\u6027\u5730\u5c06\u5f3a\u5316\u5b66\u4e60\u4e0e\u963b\u6297\u63a7\u5236\u53ca\u53cd\u9988\u63a7\u5236\u5668\u76f8\u7ed3\u5408\uff0c\u4ed6\u9996\u6b21\u5c55\u793a\u4e86 RL \u5728\u5904\u7406\u9700\u8981\u5b9e\u65f6\u54cd\u5e94\u5916\u90e8\u6270\u52a8\u7684\u7cbe\u5bc6\u673a\u5668\u4eba\u4efb\u52a1\u65b9\u9762\u7684\u5de8\u5927\u6f5c\u529b\u3002\u5728 Google X \u5de5\u4f5c\u671f\u95f4\uff0c\u7f57\u5251\u5c9a\u4e3b\u5bfc\u5f00\u53d1\u4e86\u9996\u4e2a\u5de5\u4e1a\u7ea7 RL \u7cfb\u7edf SHIELD\u3002\u8be5\u7cfb\u7edf\u5728\u590d\u6742\u7684\u5de5\u4e1a\u88c5\u914d\u4efb\u52a1\u4e2d\u5b9e\u73b0\u4e86 100% \u7684\u6210\u529f\u7387\uff0c\u8bad\u7ec3\u65f6\u95f4\u4ec5\u9700 2-3 \u5c0f\u65f6\uff0c\u5176\u6027\u80fd\u8d85\u8d8a\u4e86\u4eba\u7c7b\u4e13\u5bb6\u548c\u4f20\u7edf\u7ecf\u5178\u65b9\u6cd5\uff0c\u88ab\u8bc4\u4ef7\u4e3a\u201cRL \u5728\u5de5\u4e1a\u573a\u666f\u7684\u91cc\u7a0b\u7891\u201d\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u56de\u5f52\u5b66\u672f\u754c\u540e\uff0c\u4ed6\u5728\u7f8e\u56fd\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08BAIR\uff09\u63a8\u51fa\u5f00\u6e90\u6846\u67b6 SERL\/HIL-SERL\uff0c\u5f7b\u5e95\u9769\u65b0\u4e86\u771f\u673a RL \u7684\u7814\u53d1\u6d41\u7a0b\u3002\u901a\u8fc7\u9ad8\u6548\u6570\u636e\u91c7\u96c6\u3001\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e0e\u6a21\u5757\u5316\u63a7\u5236\u5668\u7684\u6df1\u5ea6\u6574\u5408\uff0cSERL \u53ef\u5728 20 \u5206\u949f\u5185\u5b8c\u6210\u89c6\u89c9\u9a71\u52a8\u7684\u590d\u6742\u88c5\u914d\u7b56\u7565\u8bad\u7ec3\uff0c\u5e76\u5b9e\u73b0\u8fd1\u4e4e\u5b8c\u7f8e\u7684\u6210\u529f\u7387\uff0c\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6297\u5e72\u6270\u4e0e\u81ea\u4e3b\u6062\u590d\u80fd\u529b\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/0b3eb40aeef54c25a1bd76e452521a09~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=sXBuTERt4SPE8NBz1CulUFWeeW4%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u5f00\u53d1\u4e86\u4e00\u79cd\u7eb3\u7c73\u5b54\u8bfb\u53d6\u6709\u673a\u5316\u5408\u7269\u6570\u5b57\u4fe1\u606f\u7684\u65b0\u65b9\u6cd5\uff0c\u80fd\u7cbe\u786e\u8bfb\u53d6\u5355\u6bd4\u7279\u4fe1\u606f\uff0c\u7ed3\u5408\u6df1\u5ea6\u5b66\u4e60\u53ef\u5206\u8fa8 1-4 \u6bd4\u7279\u957f\u5ea6\u7684\u6240\u6709\u7ec4\u5408\uff0c\u5e73\u5747\u51c6\u786e\u7387\u9ad8\u8fbe 90%\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u66f9\u5a75\u7684\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u5355\u5206\u5b50\u5206\u6790\u548c\u7eb3\u7c73\u751f\u7269\u6280\u672f\uff0c\u5979\u7684\u7814\u7a76\u4e3a\u89e3\u51b3\u7cbe\u51c6\u533b\u5b66\u3001\u6570\u636e\u5b58\u50a8\u548c\u80fd\u6e90\u5371\u673a\u7b49\u7d27\u8feb\u6311\u6218\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u548c\u89e3\u51b3\u65b9\u6cd5\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u9996\u6b21\u53d1\u73b0\u91ce\u751f\u578b\u4e14\u65e0\u4efb\u4f55\u4fee\u9970\u7684 aerolysin\uff08\u6c14\u5355\u80de\u83cc\u6eb6\u7d20\uff09\u751f\u7269\u5b54\u53ef\u7528\u4e8e\u68c0\u6d4b\u4e0d\u540c\u957f\u5ea6\u7684 DNA\uff0c\u7075\u654f\u5ea6\u8fdc\u8d85\u8fc7\u5176\u4ed6\u5df2\u5efa\u7acb\u7684\u7eb3\u7c73\u5b54\u4f20\u611f\u5668\uff0c\u63a8\u52a8\u4e86\u65b0\u4e00\u4ee3\u6d4b\u5e8f\u6280\u672f\u7684\u53d1\u5c55\uff1b\u5979\u8fd8\u63a2\u7d22\u4e86 aerolysin \u7eb3\u7c73\u5b54\u4f20\u611f\u7684\u5206\u5b50\u611f\u5e94\u673a\u7406\uff0c\u5e76\u663e\u8457\u63d0\u9ad8\u4e86\u7eb3\u7c73\u5b54\u6d4b\u5e8f\u7684\u8bfb\u53d6\u7cbe\u5ea6\uff0c\u901a\u8fc7\u6d88\u9664\u76f8\u90bb\u78b1\u57fa\u7684\u5f71\u54cd\u5b9e\u73b0\u4e86\u5355\u78b1\u57fa\u5206\u8fa8\u7387\uff0c\u89e3\u51b3\u4e86\u7eb3\u7c73\u5b54\u6280\u672f\u78b1\u57fa\u8bc6\u522b\u7684\u4f4e\u51c6\u786e\u6027\u9650\u5236\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u5c06\u5de5\u7a0b\u5316\u6c14\u6eb6\u7d20\u7eb3\u7c73\u5b54\u5e94\u7528\u4e8e\u5b9e\u9645\u3002\u5728\u5206\u5b50\u6570\u636e\u5b58\u50a8\u4e0e\u89e3\u7801\u65b9\u9762\uff0c\u5de5\u7a0b\u5316\u6c14\u6eb6\u7d20\u7eb3\u7c73\u5b54\u80fd\u591f\u5728\u4e0d\u5f71\u54cd\u4fe1\u606f\u5bc6\u5ea6\u7684\u60c5\u51b5\u4e0b\u51c6\u786e\u8bfb\u53d6\u5b9a\u5236\u805a\u5408\u7269\u4e2d\u7f16\u7801\u7684\u6570\u5b57\u4fe1\u606f\uff0c\u4e3a\u5f00\u53d1\u57fa\u4e8e\u751f\u7269\u4eff\u751f\u5e73\u53f0\u7684\u6570\u5b57\u6570\u636e\u5904\u7406\u8bfb\u5199\u6280\u672f\u5f00\u8f9f\u4e86\u53ef\u80fd\u6027\uff1b\u5728\u751f\u7269\u6807\u5fd7\u7269\u68c0\u6d4b\u65b9\u9762\uff0c\u5979\u63a2\u7d22\u4e86\u6c14\u6eb6\u7d20\u5b54\u53d8\u4f53\u5728\u68c0\u6d4b\u5df2\u77e5\u795e\u7ecf\u9000\u884c\u6027\u75be\u75c5\u76f8\u5173\u86cb\u767d\u8d28\u7684\u7ffb\u8bd1\u540e\u4fee\u9970\u65b9\u9762\u7684\u6f5c\u529b\uff0c\u6709\u671b\u7528\u4e8e\u8fd9\u7c7b\u75be\u75c5\u7684\u65e9\u671f\u8bca\u65ad\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u4e86\u89e3\u51b3\u86cb\u767d\u8d28\u6d4b\u5e8f\u9886\u57df\u5b58\u5728\u7684\u4f4e\u7075\u654f\u5ea6\u3001\u4f4e\u4e30\u5ea6\u7b49\u95ee\u9898\uff0c\u66f9\u5a75\u6b63\u5728\u57fa\u4e8e\u751f\u7269\u7eb3\u7c73\u5b54\u5f00\u53d1\u86cb\u767d\u8d28\u5206\u6790\u7684\u65b9\u6cd5\u548c\u5e73\u53f0\uff0c\u5e76\u53d6\u5f97\u4e86\u91cd\u5927\u7a81\u7834\uff1a\u901a\u8fc7\u5bf9\u7eb3\u7c73\u5b54\u8fdb\u884c\u5de5\u7a0b\u6539\u9020\u548c\u6761\u4ef6\u4f18\u5316\uff0c\u5979\u53ca\u5176\u56e2\u961f\u6210\u529f\u83b7\u5f97\u4e86\u5c3a\u5bf8\u66f4\u5c0f\u7684\u7eb3\u7c73\u5b54\uff0c\u8fd9\u4e9b\u7eb3\u7c73\u5b54\u80fd\u591f\u4ea7\u751f\u5f3a\u70c8\u7684\u7535\u6e17\u6d41\uff0c\u4ece\u800c\u9ad8\u6548\u5730\u6355\u83b7\u548c\u8f6c\u8fd0\u5929\u7136\u86cb\u767d\u8d28\uff0c\u4ea7\u751f\u6765\u81ea\u5355\u4e2a\u86cb\u767d\u8d28\u8f6c\u8fd0\u7684\u72ec\u7279\u6307\u7eb9\u3002\u672a\u6765\uff0c\u6307\u7eb9\u9884\u6d4b\u6709\u671b\u6839\u636e\u5355\u5206\u5b50\u6570\u636e\u63a8\u65ad\u86cb\u767d\u8d28\u7684\u5168\u5e8f\u5217\u4fe1\u606f\uff0c\u4e3a\u86cb\u767d\u8d28\u7ec4\u5b66\u63d0\u4f9b\u4e00\u79cd\u5f3a\u6709\u529b\u7684\u5de5\u5177\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/1ad059ce4404499ba272760c3c64d8ce~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=1N5RBl4a7JnVw2frydp%2Fjzo4gfc%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u901a\u8fc7\u4e00\u79cd\u57fa\u4e8e\u8d85\u5206\u5b50\u62d3\u6251\u7f51\u7edc\u7684\u65b0\u8bbe\u8ba1\uff0c\u53d1\u660e\u4e86\u7b2c\u4e00\u4e2a\u9ad8\u5bc6\u5ea6\u3001\u672c\u5f81\u53ef\u62c9\u4f38\u7684\u751f\u7269\u7535\u6781\u9635\u5217\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u5916\uff0c\u5229\u7528\u5148\u8fdb\u7684\u8868\u5f81\u6280\u672f\u6307\u5bfc\u81ea\u4e0b\u800c\u4e0a\u7684\u5316\u5b66\u5408\u6210\uff0c\u848b\u5706\u95fb\u5efa\u7acb\u4e86\u4e00\u6574\u5957\u57fa\u4e8e\u7845\u7eb3\u7c73\u6750\u6599\u7684\u5149\u54cd\u5e94\u534a\u5bfc\u4f53\u7ed3\u6784\u5e93\u3002\u8fd9\u4e9b\u6750\u6599\u540e\u6765\u88ab\u5e94\u7528\u4e8e\u591a\u79cd\u9ad8\u5206\u8fa8\u7387\u5149\u9a71\u52a8\u751f\u7269\u5e94\u7528\u4e2d\uff0c\u5305\u62ec\u8c03\u63a7\u7ec6\u80de\u5185\u9499\u4fe1\u53f7\u901a\u8def\u548c\u7ec6\u80de\u95f4\u795e\u7ecf\u9012\u8d28\u4f20\u9012\u7b49\u3002\u901a\u8fc7\u8fdb\u4e00\u6b65\u4f18\u5316\u6750\u6599\u8bbe\u8ba1\u548c\u5668\u4ef6\u5236\u9020\uff0c\u4ed6\u6210\u529f\u5730\u5b9e\u73b0\u4e86\u5bf9\u52a8\u7269\u6d3b\u52a8\u7684\u975e\u9057\u4f20\u6027\u5149\u5b66\u63a7\u5236\u3002\u7ed3\u5408\u7535\u523a\u6fc0\uff08\u5373\u975e\u9057\u4f20\u6027\uff09\u548c\u5149\u9057\u4f20\u5b66\uff08\u5373\u9ad8\u5206\u8fa8\u7387\uff09\u7684\u4f18\u70b9\uff0c\u975e\u9057\u4f20\u6027\u5149\u795e\u7ecf\u8c03\u8282\u65b9\u6cd5\u4e3a\u5c06\u795e\u7ecf\u8c03\u8282\u6280\u672f\u5e94\u7528\u4e8e\u4eba\u7c7b\u795e\u7ecf\u75be\u75c5\u7684\u4e34\u5e8a\u6cbb\u7597\u63d0\u4f9b\u4e86\u65b0\u7684\u673a\u4f1a\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u8fd8\u5f00\u53d1\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u96c6\u6210\u7684\u667a\u80fd\u521b\u53ef\u8d34\uff0c\u901a\u8fc7\u7ed3\u5408\u65e0\u7ebf\u67d4\u6027\u7535\u5b50\u7cfb\u7edf\u4e0e\u5177\u5907\u6309\u9700\u76ae\u80a4\u7c98\u9644\u4e0e\u8131\u9644\u529f\u80fd\u7684\u4f4e\u963b\u6297\u5bfc\u7535\u6c34\u51dd\u80f6\uff0c\u5b9e\u73b0\u4e86\u5bf9\u6162\u6027\u4f24\u53e3\u6062\u590d\u548c\u611f\u67d3\u7684\u957f\u671f\u68c0\u6d4b\u548c\u95ed\u73af\u7ba1\u7406\uff0c\u4ece\u800c\u6709\u6548\u5730\u63a7\u5236\u4e86\u4f24\u53e3\u611f\u67d3\uff0c\u5e76\u4e14\u52a0\u901f\u4e86\u4f24\u53e3\u6108\u5408\u548c\u7ec4\u7ec7\u518d\u751f\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/6f583bde95584bd9b8b4405108a88645~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=pFIQVGutHplg3gvIsre7KhhEn%2Bw%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u4ee5\u5f00\u521b\u6027\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u4e0e LLM \u4f18\u5316\u6280\u672f\uff0c\u4e3b\u5bfc\u6784\u5efa Chatbot Arena \u5f00\u653e\u8bc4\u6d4b\u5e73\u53f0\uff0c\u63a8\u52a8 AI \u9ad8\u6548\u5316\u4e0e\u666e\u60e0\u5316\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5f20\u660a\u81f4\u529b\u4e8e\u89e3\u51b3\u5927\u8bed\u8a00\u6a21\u578b\u9ad8\u6602\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u6210\u672c\u3001\u4ee5\u53ca\u6280\u672f\u751f\u6001\u7684\u5c01\u95ed\u6027\u7b49\u96be\u9898\uff0c\u5728\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u3001\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff0cLarge Language Model\uff09\u4f18\u5316\u4e0e\u90e8\u7f72\u4ee5\u53ca\u5f00\u653e\u751f\u6001\u6784\u5efa\u65b9\u9762\u505a\u51fa\u4e86\u4e00\u7cfb\u5217\u5f00\u521b\u6027\u8d21\u732e\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u535a\u58eb\u7814\u7a76\u671f\u95f4\uff0c\u5f20\u660a\u7387\u5148\u63d0\u51fa\u4e86\u201c\u673a\u5668\u5b66\u4e60\u5e76\u884c\u6027\u53ef\u81ea\u9002\u5e94\u3001\u53ef\u7ec4\u5408\u3001\u53ef\u81ea\u52a8\u5316\u201d\u7684\u6838\u5fc3\u7406\u5ff5\uff0c\u5e76\u6784\u5efa\u4e86\u5168\u7403\u9996\u4e2a GPU \u53c2\u6570\u670d\u52a1\u5668\uff0c\u4e3a\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u63d0\u4f9b\u4e86\u9769\u547d\u6027\u652f\u6301\u3002\u5176\u540e\u7eed\u5728\u5206\u5e03\u5f0f\u8c03\u5ea6\u65b9\u9762\u7684\u7814\u7a76\u5de5\u4f5c Pollux\uff0c\u901a\u8fc7\u52a8\u6001\u8c03\u5ea6\u673a\u5236\u7a81\u7834\u4f20\u7edf\u9759\u6001\u65b9\u6cd5\u7684\u9650\u5236\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u7684\u6548\u7387\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fdb\u5165\u5927\u8bed\u8a00\u6a21\u578b\u65f6\u4ee3\u540e\uff0c\u5f20\u660a\u5c06\u5176\u7814\u7a76\u91cd\u70b9\u62d3\u5c55\u81f3 LLM \u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u4f18\u5316\u3002\u4ed6\u4e3b\u5bfc\u6216\u6838\u5fc3\u53c2\u4e0e\u5f00\u53d1\u4e86\u5305\u62ec Alpa\uff08\u53ef\u6269\u5c55 LLM \u8bad\u7ec3\uff09\u3001vLLM \u548c DistServe\uff08\u9ad8\u6548 LLM \u670d\u52a1\uff09\u5728\u5185\u7684\u591a\u9879\u5173\u952e\u6280\u672f\u3002\u8fd9\u4e9b\u6280\u672f\u901a\u8fc7\u521b\u65b0\u7684\u5e76\u884c\u7b56\u7565\u3001\u5185\u5b58\u7ba1\u7406\u548c\u52a8\u6001\u8d44\u6e90\u8c03\u5ea6\u7b49\u65b9\u6cd5\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u5927\u6a21\u578b\u63a8\u7406\u6210\u672c\u3001\u63d0\u9ad8\u4e86\u670d\u52a1\u541e\u5410\u91cf\uff0c\u4e3a LLM \u7684\u5b9e\u9645\u5e94\u7528\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u5916\uff0c\u4f5c\u4e3a LMSYS.org \u8054\u5408\u521b\u59cb\u4eba\uff0c\u5f20\u660a\u79ef\u6781\u63a8\u52a8 AI \u5f00\u653e\u751f\u6001\u3002\u4ed6\u4e3b\u5bfc\u6784\u5efa\u4e86 Chatbot Arena \u548c LLM-as-a-Judge \u7b49\u5168\u7403\u6700\u5177\u5f71\u54cd\u529b\u7684\u5f00\u653e LLM \u8bc4\u6d4b\u5e73\u53f0\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u3001\u900f\u660e\u5316\u8bc4\u4f30\u4fc3\u8fdb\u4e86\u5f00\u6e90 AI \u751f\u6001\u7684\u7e41\u8363\u3002\u672a\u6765\uff0c\u4ed6\u5c06\u63a8\u52a8 AI \u7cfb\u7edf\u7684\u591a\u4efb\u52a1\u9002\u5e94\u6027\u3001\u4f18\u5316\u5927\u89c4\u6a21\u667a\u80fd\u7cfb\u7edf\u7684\u67b6\u6784\uff0c\u5e76\u7ee7\u7eed\u62d3\u5c55\u5f00\u653e LLM \u751f\u6001\uff0c\u5c06\u5927\u6a21\u578b\u751f\u6001\u5f7b\u5e95\u516c\u5f00\u3001\u666e\u9002\u5316\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/image.deeptechchina.com\/article\/2025052610430627190.jpg\" style=\"max-width:100%;\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u4e86\u9996\u4e2a\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u81ea\u52a8\u9a7e\u9a76\u201c\u5feb-\u6162\u53cc\u7cfb\u7edf\u201d\uff0c\u5e76\u6b63\u6253\u9020\u673a\u5668\u4eba\u7684\u5177\u8eab\u5927\u6a21\u578b\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8d75\u884c\u81f4\u529b\u4e8e\u5177\u8eab\u667a\u80fd\uff08\u81ea\u52a8\u9a7e\u9a76\u548c\u4eba\u5f62\u673a\u5668\u4eba\uff09\u7684\u7814\u7a76\u3002\u6b64\u524d\uff0c\u4ed6\u5728\u8c37\u6b4c\u65e0\u4eba\u9a7e\u9a76\u516c\u53f8 Waymo \u62c5\u4efb\u79d1\u5b66\u5bb6\uff0c\u56de\u56fd\u540e\u4e8e\u6e05\u534e\u5927\u5b66\u62c5\u4efb\u52a9\u7406\u6559\u6388\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9488\u5bf9\u81ea\u52a8\u9a7e\u9a76\u5728\u4e58\u7528\u8f66\u4e0a\u843d\u5730\u5e94\u7528\u8fdb\u5c55\u7f13\u6162\u7684\u95ee\u9898\uff0c\u8d75\u884c\u63d0\u51fa\u4e86\u4ee5\u89c6\u89c9\u4e3a\u4e2d\u5fc3\u7684\u81ea\u52a8\u9a7e\u9a76\u5f00\u6e90\u6846\u67b6 VCAD\u3002\u4e3a\u4e86\u8ba9\u81ea\u52a8\u9a7e\u9a76\u5e94\u5bf9\u590d\u6742\u548c\u957f\u5c3e\u7684\u9a7e\u9a76\u573a\u666f\uff0c\u8d75\u884c\u56e2\u961f\u63d0\u51fa DriveVLM\uff0c\u5229\u7528\u89c6\u89c9\u8bed\u8a00\u5927\u6a21\u578b\u7684\u601d\u7ef4\u94fe\u63a8\u7406\u80fd\u529b\u5b9e\u73b0\u4e86\u96f6\u6837\u672c\u7684\u9a7e\u9a76\u573a\u666f\u7406\u89e3\u80fd\u529b\uff0c\u7ed9\u81ea\u52a8\u9a7e\u9a76\u8f66\u505a\u51fa\u9a7e\u9a76\u51b3\u7b56\u3002\u8fdb\u4e00\u6b65\u5730\uff0c\u4ed6\u521b\u65b0\u6027\u5730\u63d0\u51fa\u4e86\u4e00\u5957\u66f4\u5b9e\u7528\u7684\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u81ea\u52a8\u9a7e\u9a76\u65b9\u6848\u2014\u2014\u201c\u5feb-\u6162\u53cc\u7cfb\u7edf\u201d DriveVLM-Dual\u3002\u8be5\u65b9\u6848\u8865\u5145\u4e86\u5927\u6a21\u578b\u7684\u7a7a\u95f4\u611f\u77e5\u80fd\u529b\uff0c\u5e76\u4e14\u514b\u670d\u4e86\u7aef\u4fa7\u5927\u6a21\u578b\u63a8\u7406\u901f\u5ea6\u7684\u74f6\u9888\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8be5\u53cc\u7cfb\u7edf\u65b9\u6848\u5df2\u5e94\u7528\u4e8e\u7406\u60f3\u6c7d\u8f66\u4e0a\uff0c\u662f\u4e16\u754c\u9996\u4e2a\u91cf\u4ea7\u7684\u81ea\u52a8\u9a7e\u9a76\u5927\u6a21\u578b\u3002\u8be5\u6210\u679c\u662f\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u4e2d\u5c11\u89c1\u7684\u201c\u4e2d\u56fd\u9996\u4e2a\u63d0\u51fa\uff0c\u4e2d\u56fd\u7387\u5148\u843d\u5730\u201d\u7684\u6280\u672f\u521b\u65b0\uff0c\u663e\u8457\u63a8\u8fdb\u4e86\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u5728\u65b0\u80fd\u6e90\u6c7d\u8f66\u4e0a\u7684\u666e\u53ca\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">2023 \u5e74\uff0c\u8d75\u884c\u4f5c\u4e3a\u9996\u5e2d\u79d1\u5b66\u5bb6\u8054\u5408\u521b\u529e\u4e86\u5177\u8eab\u667a\u80fd\u521b\u4e1a\u516c\u53f8\u661f\u6d77\u56fe\u3002\u4ed6\u57fa\u4e8e\u6570\u636e\u9a71\u52a8\u7684\u65b9\u6cd5\uff0c\u81f4\u529b\u4e8e\u5bfb\u627e\u5177\u8eab\u667a\u80fd\u7684 Scaling Law\uff0c\u6253\u9020\u5177\u8eab\u57fa\u7840\u6a21\u578b\uff0c\u63a8\u52a8\u673a\u5668\u4eba\u670d\u52a1\u4e16\u754c\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/f939cd6e93654113ad0412a44fb14c3e~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=W9A2bIBagMLM1xQCbheazpr93qs%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u9996\u6b21\u5b9e\u73b0\u4e86\u56fa\u6001\u6c16\u8868\u9762\u5355\u7535\u5b50\u91cf\u5b50\u6bd4\u7279\u7cfb\u7edf\uff0c\u4e3a\u6784\u5efa\u66f4\u7a33\u5b9a\u548c\u66f4\u53ef\u9760\u7684\u91cf\u5b50\u8ba1\u7b97\u673a\u63d0\u4f9b\u7406\u60f3\u65b9\u6848\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5468\u5baa\u9756\u5f00\u521b\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u56fa\u6001\u91cf\u5b50\u8ba1\u7b97\u5e73\u53f0\uff0c\u9996\u6b21\u5728\u56fa\u6001\u6c16\u4e0a\u6210\u529f\u5b9e\u73b0\u4e86\u5355\u7535\u5b50\u91cf\u5b50\u6bd4\u7279\u3002\u8fd9\u4e00\u7a81\u7834\u6027\u7684\u6210\u679c\u59cb\u4e8e\u9996\u6b21\u89c2\u5bdf\u5230\u5355\u7535\u5b50\u4e0e\u5355\u5149\u5b50\u7684\u5f3a\u8026\u5408\uff0c\u6807\u5fd7\u7740\u8be5\u7cfb\u7edf\u5728\u53ef\u884c\u6027\u4e0a\u7684\u91cd\u8981\u91cc\u7a0b\u7891\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u5916\uff0c\u4ed6\u8fd8\u6210\u529f\u5c55\u73b0\u4e86\u8be5\u5e73\u53f0\u5728\u5404\u65b9\u9762\u8db3\u4ee5\u5ab2\u7f8e\u5f53\u524d\u6784\u5efa\u91cf\u5b50\u8ba1\u7b97\u673a\u4e3b\u6d41\u7684\u8d85\u5bfc\u91cf\u5b50\u6bd4\u7279\u7684\u4f18\u8d8a\u6027\u80fd\uff0c\u5305\u62ec\uff1a0.1 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#A3A3A3;\">\u76f8\u6bd4\u4e8e\u5176\u4ed6\u5386\u53f2\u8f83\u4e45\u7684\u91cf\u5b50\u6bd4\u7279\uff0c\u8be5\u65b0\u7cfb\u7edf\u4e0d\u4ec5\u5728\u5173\u952e\u6027\u80fd\u4e0a\u5177\u6709\u7ade\u4e89\u529b\uff0c\u8fd8\u56e0\u56fa\u6001\u6c16\u7684\u6d01\u51c0\u7279\u5f81\uff0c\u6709\u6548\u6291\u5236\u4e86\u73af\u5883\u566a\u58f0\uff0c\u4e3a\u6784\u5efa\u66f4\u7a33\u5b9a\u548c\u66f4\u53ef\u9760\u7684\u91cf\u5b50\u8ba1\u7b97\u673a\u63d0\u4f9b\u4e86\u7406\u60f3\u65b9\u6848\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9664\u4e86\u91cf\u5b50\u8ba1\u7b97\uff0c\u8be5\u5e73\u53f0\u5728\u91cf\u5b50\u4f20\u611f\u7b49\u5176\u4ed6\u91cf\u5b50\u4fe1\u606f\u6280\u672f\u9886\u57df\u540c\u6837\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b\u3002\u7531\u4e8e\u5355\u7535\u5b50\u7cfb\u7edf\u5bf9\u7535\u78c1\u573a\u548c\u5916\u90e8\u73af\u5883\u6781\u5176\u654f\u611f\uff0c\u5b83\u53ef\u4f5c\u4e3a\u8d85\u9ad8\u7cbe\u5ea6\u91cf\u5b50\u4f20\u611f\u5668\uff0c\u7528\u4e8e\u63a2\u6d4b\u6781\u5fae\u5f31\u7684\u7535\u573a\u3001\u78c1\u573a\u6216\u673a\u68b0\u632f\u52a8\uff0c\u4ece\u800c\u5728\u57fa\u7840\u7269\u7406\u7814\u7a76\u3001\u7cbe\u5bc6\u6d4b\u91cf\u3001\u6750\u6599\u8868\u5f81\u7b49\u65b9\u9762\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u6b64\u5916\uff0c\u56fa\u6001\u6c16\u7684\u8d85\u6d01\u51c0\u73af\u5883\u4e5f\u4f7f\u5176\u6210\u4e3a\u7814\u7a76\u91cf\u5b50\u5b58\u50a8\u548c\u91cf\u5b50\u7f51\u7edc\u7684\u6709\u529b\u5019\u9009\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u672a\u6765\uff0c\u5468\u5baa\u9756\u5c06\u7ee7\u7eed\u63a8\u52a8\u8fd9\u4e00\u65b0\u578b\u91cf\u5b50\u5e73\u53f0\u7684\u53d1\u5c55\uff0c\u8fdb\u4e00\u6b65\u63a2\u7d22\u5176\u5728\u91cf\u5b50\u8ba1\u7b97\u3001\u91cf\u5b50\u4f20\u611f\u548c\u91cf\u5b50\u901a\u4fe1\u7b49\u9886\u57df\u7684\u6f5c\u529b\uff0c\u52a9\u529b\u4e0b\u4e00\u4ee3\u91cf\u5b50\u6280\u672f\u7684\u7a81\u7834\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/20caf346afcc4be897371162cf1a0d95~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=J0K%2FPGuGCjuhSsv3bhk81ZY5jHc%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u4e86\u521b\u65b0\u7684\u7a00\u758f\u8ba1\u7b97\u8f6f\u786c\u534f\u540c\u4f18\u5316\u65b9\u6cd5\uff0c\u663e\u8457\u63d0\u5347\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u8ba1\u7b97\u6548\u7387\u548c\u80fd\u6548\uff0c\u6709\u6548\u7f13\u89e3\u4e86\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u7b97\u529b\u74f6\u9888\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4eba\u5de5\u667a\u80fd\uff0c\u7279\u522b\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8fc5\u731b\u53d1\u5c55\uff0c\u6b63\u63a8\u52a8\u4eba\u7c7b\u8fdb\u5165\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff0cArtificial General Intelligence\uff09\u65f6\u4ee3\u3002\u4f46\u968f\u4e4b\u800c\u6765\u7684\u6d77\u91cf\u8ba1\u7b97\u9700\u6c42\u5bfc\u81f4\u7b97\u529b\u4e0d\u8db3\u548c\u9ad8\u80fd\u8017\u95ee\u9898\uff0c\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u8fdb\u4e00\u6b65\u53d1\u5c55\u7684\u6838\u5fc3\u6311\u6218\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6234\u56fd\u6d69\u957f\u671f\u81f4\u529b\u4e8e\u7a00\u758f\u8ba1\u7b97\u548c\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\u7684\u7814\u7a76\uff0c\u5176\u6838\u5fc3\u601d\u60f3\u57fa\u4e8e\u5148\u9a8c\u77e5\u8bc6\u9a71\u52a8\u7684\u7ed3\u6784\u5316\u7a00\u758f\u3001\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u52a8\u6001\u7f16\u8bd1\u548c\u7ec6\u7c92\u5ea6\u5e76\u884c\u7684\u7a00\u758f\u67b6\u6784\uff0c\u901a\u8fc7\u964d\u4f4e\u4efb\u52a1\u91cf\u548c\u63d0\u5347\u786c\u4ef6\u5229\u7528\u7387\uff0c\u5728\u82af\u7247\u5de5\u827a\u548c\u5cf0\u503c\u7b97\u529b\u8f83\u4f4e\u7684\u786c\u4ef6\u4e0a\u5b9e\u73b0\u5bf9\u9ad8\u7aef\u5de5\u827a\u4e0e\u9ad8\u7b97\u529b\u786c\u4ef6\u7684\u8d85\u8d8a\uff0c\u5c06\u7b49\u6548\u7b97\u529b\u63d0\u5347 1 \u4e2a\u6570\u91cf\u7ea7\uff0c\u663e\u8457\u63d0\u5347\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u8ba1\u7b97\u6548\u7387\u548c\u80fd\u6548\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">2023 \u5e74\uff0c\u6234\u56fd\u6d69\u4f5c\u4e3a\u8054\u5408\u521b\u59cb\u4eba\u521b\u7acb\u4e86\u65e0\u95ee\u82af\u7a79\uff0c\u81f4\u529b\u4e8e\u5c06\u8fd9\u4e9b\u7a00\u758f\u8ba1\u7b97\u52a0\u901f\u6280\u672f\u4ea7\u4e1a\u5316\uff0c\u4ee5\u89e3\u51b3\u5b9e\u9645\u5e94\u7528\u4e2d\u66f4\u5927\u89c4\u6a21\u7684\u7b97\u529b\u9700\u6c42\u95ee\u9898\u3002\u6234\u56fd\u6d69\u4ece\u8f6f\u786c\u534f\u540c\u57fa\u7840\u7814\u7a76\u51fa\u53d1\uff0c\u8fdb\u4e00\u6b65\u62d3\u5c55\u591a\u5143\u5f02\u6784\u4ea7\u4e1a\u89c4\u6a21\u601d\u8def\uff0c\u63d0\u9ad8\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u6574\u4f53\u53ef\u7528\u7b97\u529b\u6c60\u3002\u76ee\u524d\u5df2\u63a8\u51fa\u4e00\u7cfb\u5217\u7ec8\u7aef\u4e0e\u4e91\u7aef\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u5728\u7ec8\u7aef\uff0c\u5305\u62ec\u5168\u6a21\u6001\u7406\u89e3\u7aef\u6a21\u578b Megrez-3B-Omni\u3001\u7aef\u4fa7\u52a8\u6001\u7a00\u758f\u5f15\u64ce SpecEE\u3001\u9996\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u5b9a\u5236\u63a8\u7406 LPU IP FlightLLM \u548c\u9996\u4e2a\u89c6\u9891\u751f\u6210\u6a21\u578b\u5b9a\u5236\u63a8\u7406 LPU IP FlightVGM \u7b49\uff1b\u5728\u4e91\u4fa7\uff0c\u5305\u62ec\u63a8\u7406\u5f15\u64ce FlashDecoding++\u3001\u534a\u5206\u79bb\u63a8\u7406\u8c03\u5ea6\u7cfb\u7edf Semi-PD \u548c\u63a8\u7406\u7cfb\u7edf\u901a\u4fe1\u52a0\u901f\u65b9\u6848 FlashOverlap \u7b49\u3002\u4ed6\u5728\u7ec8\u7aef\u548c\u4e91\u7aef\u540c\u65f6\u5b9e\u73b0\u4e86\u5927\u6a21\u578b\u7b97\u6cd5\u5728\u591a\u79cd\u82af\u7247\u4e0a\u7684\u9ad8\u6548\u534f\u540c\u90e8\u7f72\u8fd0\u884c\uff0c\u4e3a AGI \u65f6\u4ee3\u7684\u7b97\u529b\u666e\u60e0\u548c\u53ef\u6301\u7eed\u53d1\u5c55\u63d0\u4f9b\u4e86\u5173\u952e\u6280\u672f\u652f\u6491\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/1f4f8be2314547de8eef039228231cfb~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=jgI66PxC2lIZnE2cU7raibhpjnU%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u5f00\u53d1\u4e86\u53ef\u9ad8\u6548\u964d\u89e3\u819c\u86cb\u767d\u7684\u8f6c\u94c1\u86cb\u767d\u53d7\u4f53\u9776\u5411\u5d4c\u5408\u4f53\uff0c\u6709\u671b\u91cd\u65b0\u5b9a\u4e49\u819c\u86cb\u767d\u964d\u89e3\u5728\u80bf\u7624\u5b66\u4e2d\u7684\u5e94\u7528\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5468\u6615\u7684\u7814\u7a76\u4e3b\u8981\u89e3\u51b3\u764c\u75c7\u6cbb\u7597\u9886\u57df\u7684\u5168\u7403\u6027\u6311\u6218\uff0c\u7279\u522b\u662f\u521b\u65b0\u65b9\u6cd5\u4ee5\u514b\u670d\u836f\u7269\u8010\u53d7\u6027\u548c\u9776\u5411\u4f20\u7edf\u4e0a\u65e0\u6cd5\u6cbb\u7597\u7684\u86cb\u767d\u7a81\u53d8\u548c\u7ec6\u80de\u901a\u8def\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u764c\u7ec6\u80de\u9700\u8981\u5927\u91cf\u7684\u94c1\u6765\u5feb\u901f\u589e\u6b96\uff0c\u8fd9\u5bfc\u81f4\u5176\u7ec6\u80de\u8868\u9762\u8f6c\u94c1\u86cb\u767d\u53d7\u4f53 1\uff08TfR1\uff09\u7684\u8868\u8fbe\u6c34\u5e73\u663e\u8457\u4e0a\u8c03\uff0c\u8be5\u53d7\u4f53\u901a\u8fc7\u4e0e\u8f6c\u94c1\u86cb\u767d\u7ed3\u5408\u6765\u4ecb\u5bfc\u7ec6\u80de\u5bf9\u94c1\u7684\u5438\u6536\u3002\u5979\u4e0e\u56e2\u961f\u5229\u7528\u8fd9\u4e00\u73b0\u8c61\u4ee5\u53ca TfR1 \u5feb\u901f\u5185\u5316\u7684\u7279\u70b9\uff0c\u5f00\u53d1\u4e86\u4e00\u79cd\u65b0\u578b\u86cb\u767d\u964d\u89e3\u5242\u2014\u2014\u8f6c\u94c1\u86cb\u767d\u53d7\u4f53\u9776\u5411\u5d4c\u5408\u4f53\uff08TransTAC\uff09\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">TransTAC \u662f\u4e00\u79cd\u8bbe\u8ba1\u7cbe\u5bc6\u7684\u53cc\u7279\u5f02\u6027\u6297\u4f53\uff0c\u53ef\u901a\u8fc7\u964d\u89e3\u819c\u86cb\u767d\u89e3\u51b3\u4f20\u7edf\u65b9\u6cd5\u65e0\u6cd5\u6210\u836f\u7684\u9776\u70b9\u3002\u5176\u5728\u4f53\u5916\u7ec6\u80de\u5b9e\u9a8c\u4e2d\u53ef\u9ad8\u6548\u964d\u89e3 EGFR\u3001PD-L1\u3001CD20 \u548c\u5d4c\u5408\u6297\u539f\u53d7\u4f53\uff08CAR\uff09\u7b49\u591a\u79cd\u819c\u86cb\u767d\uff0c\u5728\u764c\u75c7\u7b49\u75be\u75c5\u6cbb\u7597\u4e2d\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u8fd8\u5f00\u53d1\u4e86\u7814\u7a76\u7ec6\u80de\u901a\u8def\u7684\u65b0\u5de5\u5177\uff0c\u4ee5\u9ad8\u65f6\u7a7a\u5206\u8fa8\u7387\u7814\u7a76\u514d\u75ab\u548c\u764c\u7ec6\u80de\u4e2d\u7684\u78f7\u9178\u5316\u548c\u86cb\u767d\u53d7\u4f53\u6fc0\u6d3b\u4e8b\u4ef6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9664\u4e86\u764c\u75c7\u6cbb\u7597\u5916\uff0c\u5979\u5f00\u53d1\u4e86\u5b9e\u65f6\u68c0\u6d4b\u7ec6\u80de\u4fe1\u53f7\u7f51\u7edc\u4e2d\u78f7\u9178\u5316\u4e8b\u4ef6\u7684\u65b9\u6cd5\uff0c\u4f8b\u5982\u9996\u6b21\u53ef\u89c6\u5316 T \u7ec6\u80de\u4e2d\u7684 PD-1 \u78f7\u9178\u5316\u6d3b\u52a8\u3002\u8fd9\u4e9b\u6280\u672f\u5de5\u5177\u4e0d\u4ec5\u4e3a\u7814\u7a76\u7ec6\u80de\u4fe1\u53f7\u63d0\u4f9b\u4e86\u524d\u6240\u672a\u6709\u7684\u65f6\u7a7a\u5206\u8fa8\u7387\uff0c\u8fd8\u4e3a\u63a7\u5236\u7ec6\u80de\u529f\u80fd\u548c\u547d\u8fd0\u63d0\u4f9b\u4e86\u65b0\u7684\u836f\u7406\u5b66\u624b\u6bb5\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/2ce44d4b1e4b4237ba542ed87aaa8313~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=JDKFWVxMtMFwLeLCQ9tydnr1Ik4%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u63a8\u52a8 AI \u4ece\u4e8c\u7ef4\u9759\u6001\u611f\u77e5\u8fc8\u5411\u4e09\u7ef4\u7a7a\u95f4\u667a\u80fd\uff0c\u4f7f\u5176\u80fd\u591f\u65e0\u7f1d\u611f\u77e5\u3001\u7406\u89e3\u5e76\u4e0e\u73b0\u5b9e\u73af\u5883\u4ea4\u4e92\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9f50\u6653\u5a1f\u81f4\u529b\u4e8e\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u5728 3D \u89c6\u89c9\u9886\u57df\u7684\u8fb9\u754c\uff0c\u76ee\u6807\u662f\u8d4b\u4e88 AI \u7cfb\u7edf\u5148\u8fdb\u7684 3D \u7a7a\u95f4\u667a\u80fd\uff0c\u4f7f\u5176\u80fd\u4ee5\u7c7b\u4f3c\u4eba\u7c7b\u7684\u65b9\u5f0f\u611f\u77e5\u3001\u7406\u89e3\u4e09\u7ef4\u4e16\u754c\u5e76\u4e0e\u5176\u4ea4\u4e92\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u65e9\u671f\u7814\u7a76\u4e2d\uff0c\u5979\u5f00\u521b\u6027\u5730\u5c06\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNNs\uff0cGraph Neural Networks\uff09\u5e94\u7528\u4e8e RGBD \u8bed\u4e49\u5206\u5272\uff0c\u662f\u9996\u6279\u5229\u7528\u56fe\u7f51\u7edc\u8fdb\u884c 3D \u611f\u77e5\u7684\u7814\u7a76\u4e4b\u4e00\u3002\u5176\u5355\u76ee\u51e0\u4f55\u4f30\u8ba1\uff08GeoNet \u7cfb\u5217\u5de5\u4f5c\uff09\u5c06\u7269\u7406\u51e0\u4f55\u7ea6\u675f\u878d\u5165\u6a21\u578b\uff0c\u4ece\u5355\u5f20 2D \u56fe\u50cf\u751f\u6210\u4e86\u4e0e\u7269\u7406\u4e16\u754c\u7ed3\u6784\u66f4\u4e00\u81f4\u7684 3D \u91cd\u5efa\u7ed3\u679c\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u52a0\u5165\u9999\u6e2f\u5927\u5b66\u4ee5\u6765\uff0c\u5979\u5c06\u7814\u7a76\u91cd\u70b9\u6269\u5c55\u81f3\u5f00\u653e\u4e16\u754c\u573a\u666f\u4e0b\u7684 3D \u73af\u5883\u91cd\u5efa\u3001\u751f\u6210\u4e0e\u7406\u89e3\u3002\u5979\u63d0\u51fa\u4e86\u6df7\u5408\u795e\u7ecf\u8868\u793a\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u9ad8\u4fdd\u771f\u795e\u7ecf\u6e32\u67d3\u4e0e\u8868\u9762\u91cd\u5efa\uff0c\u5e76\u901a\u8fc7\u7a00\u758f\u63a7\u5236\u9ad8\u65af\u6cfc\u6e85\uff08SC-GS\uff09\u6280\u672f\u9ad8\u6548\u5efa\u6a21\u52a8\u6001 4D \u573a\u666f\u3002\u5979\u8fd8\u5f00\u53d1\u4e86\u7528\u4e8e 3D \u7269\u4f53\u9ad8\u4fdd\u771f\u7eb9\u7406\u751f\u6210\u7684\u57fa\u7840\u6a21\u578b\uff0c\u83b7 SIGGRAPH Asia \u6700\u4f73\u8bba\u6587\u8363\u8a89\u63d0\u540d\u3002\u5728 3D \u7406\u89e3\u65b9\u9762\uff0c\u5979\u8d21\u732e\u4e86\u5148\u8fdb\u7684 3D \u5904\u7406\u67b6\u6784\uff0c\u5e76\u5f00\u521b\u4e86 3D \u81ea\u8bad\u7ec3\u65b9\u6cd5\u4ee5\u63d0\u5347\u6a21\u578b\u5728\u5f00\u653e\u4e16\u754c\u73af\u5883\u4e2d\u7684\u9c81\u68d2\u6027\uff0c\u540c\u65f6\u63a2\u7d22\u4e86\u4ece\u9884\u8bad\u7ec3 2D \u6a21\u578b\u5230 3D \u9886\u57df\u7684\u77e5\u8bc6\u8fc1\u79fb\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u5bf9\u6807\u6ce8\u6570\u636e\u7684\u4f9d\u8d56\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9f50\u6653\u5a1f\u7684\u7814\u7a76\u5df2\u62d3\u5c55\u81f3\u533b\u5b66\u3001\u751f\u7269\u5b66\u7b49\u8de8\u5b66\u79d1\u9886\u57df\uff0c\u5982\u6539\u5584\u80bf\u7624\u8bca\u65ad\u3001\u63d0\u5347\u7535\u5b50\u663e\u5fae\u955c 3D \u6210\u50cf\uff0c\u5e76\u5f00\u53d1\u4e86\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u7269\u7406\u4e0d\u53ef\u514b\u9686\u529f\u80fd\u9632\u4f2a\u7cfb\u7edf\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/da6773588fb641dc845726ecbda8dea0~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=2M0HCsEc6PsQQnS1jLFm1qY%2Fc9A%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u4e86\u5927\u6a21\u578b\u201c\u80fd\u529b\u5bc6\u5ea6\u5b9a\u5f8b\u201d\u5e76\u6784\u5efa\u9ad8\u6548\u7aef\u4fa7\u5927\u6a21\u578b MiniCPM \u7cfb\u5217\uff0c\u63a8\u52a8\u5927\u6a21\u578b\u6280\u672f\u4ece\u4e91\u4fa7\u5411\u7aef\u4fa7\u7684\u666e\u60e0\u5316\u53d1\u5c55\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u97e9\u65ed\u957f\u671f\u81f4\u529b\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u77e5\u8bc6\u5de5\u7a0b\u53ca\u5927\u6a21\u578b\u6280\u672f\u7814\u7a76\uff0c\u65e8\u5728\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u521b\u65b0\u4e0e\u666e\u53ca\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9762\u5bf9\u5927\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u4e0e\u6a21\u578b\u80fd\u529b\u4e4b\u95f4\u6b63\u76f8\u5173\u89c4\u5f8b\uff08Scaling Law\uff0c\u5c3a\u5ea6\u5b9a\u5f8b\uff09\u6240\u5e26\u6765\u7684\u8bad\u7ec3\u6570\u636e\u4e0e\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\uff0c\u97e9\u65ed\u4e0e\u56e2\u961f\u63d0\u51fa\u4e86\u5927\u6a21\u578b\u201c\u80fd\u529b\u5bc6\u5ea6\u5b9a\u5f8b\u201d\u3002\u8be5\u5b9a\u5f8b\u63ed\u793a\u4e86\u4e00\u5b9a\u65f6\u95f4\u7a97\u53e3\u5185\u6a21\u578b\u80fd\u529b\u5bc6\u5ea6\u968f\u65f6\u95f4\u5448\u73b0\u6307\u6570\u7ea7\u589e\u957f\u7684\u73b0\u8c61\uff0c\u5373\u5728\u4fdd\u6301\u6a21\u578b\u80fd\u529b\u4e0d\u53d8\u7684\u524d\u63d0\u4e0b\uff0c\u6240\u9700\u53c2\u6570\u89c4\u6a21\u4f1a\u663e\u8457\u51cf\u5c0f\u3002\u8fd9\u4e00\u53d1\u73b0\u4e3a\u5927\u6a21\u578b\u53d1\u5c55\u63d0\u4f9b\u4e86\u65b0\u7684\u7406\u8bba\u89c6\u89d2\u548c\u4f18\u5316\u65b9\u5411\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u57fa\u4e8e\u6b64\uff0c\u4ed6\u4e0e\u56e2\u961f\u7cfb\u7edf\u6027\u5f00\u5c55\u80fd\u529b\u5bc6\u5ea6\u9a71\u52a8\u7684\u5927\u6a21\u578b\u6280\u672f\u7814\u7a76\uff0c\u4e3b\u5bfc\u53d1\u5e03\u4e86\u7aef\u4fa7\u5927\u6a21\u578b MiniCPM \u7cfb\u5217\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5148\u8fdb AI \u6280\u672f\u7684\u7b97\u529b\u95e8\u69db\uff0c\u5728 GitHub \u548c Hugging Face \u7b49\u6280\u672f\u793e\u533a\u4e0a\u83b7\u5f97\u4e86\u5e7f\u6cdb\u8ba4\u53ef\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u5916\uff0c\u97e9\u65ed\u4f5c\u4e3a\u521b\u59cb\u4eba\u4e4b\u4e00\u5efa\u8bbe\u4e86\u5927\u6a21\u578b\u5f00\u6e90\u793e\u533a OpenBMB\uff0c\u63a8\u52a8\u4e86\u5168\u7403\u8d85 200 \u4e2a\u6a21\u578b\u57fa\u4e8e OpenBMB 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RepVGG\uff0c\u901a\u8fc7\u5f15\u5165\u91cd\u53c2\u6570\u5316\u7684\u601d\u60f3\uff0c\u8bad\u7ec3\u65f6\u53ef\u4ee5\u91c7\u7528\u8f83\u590d\u6742\u7684\u7ed3\u6784\u5b9e\u73b0\u9ad8\u51c6\u786e\u5ea6\uff0c\u800c\u5728\u63a8\u7406\u9636\u6bb5\u7b49\u4ef7\u53d8\u6362\u56de\u4e00\u79cd\u7b80\u5355\u7684\u7ed3\u6784\uff08\u4f8b\u5982 VGG\uff09\uff0c\u4ee5\u65b9\u4fbf\u786c\u4ef6\u63a8\u7406\u3002\u540e\u7eed\uff0c\u540c\u6837\u57fa\u4e8e\u91cd\u53c2\u6570\u5316\u601d\u8def\uff0c\u901a\u8fc7\u5bf9\u5df2\u6709\u89c6\u89c9 Transformers\uff08ViTs\uff09\u7684\u673a\u7406\u8fdb\u884c\u6df1\u5165\u5206\u6790\uff0c\u5f20\u7965\u96e8\u63d0\u51fa\u4e86\u4e00\u79cd\u4e0d\u540c\u4e8e ViTs \u7684\u8d85\u5927\u5377\u79ef\u6838\u67b6\u6784 RepLKNet\uff0c\u6027\u80fd\u8d85\u8d8a\u4e86\u4e3b\u6d41\u7684 ViTs\uff0c\u4e14\u7ed3\u6784\u7b80\u5355\u6613\u90e8\u7f72\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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#A3A3A3;\">\u5f00\u53d1\u80fd\u591f\u7406\u89e3\u591a\u6a21\u6001\u6307\u4ee4\uff0c\u5e76\u63d0\u4f9b\u6709\u610f\u4e49\u5e2e\u52a9\u7684\u667a\u80fd\u4f53\uff0c\u662f\u5b9e\u73b0\u673a\u5668\u4eba\u6280\u672f\u7684\u4e00\u4e2a\u5173\u952e\u76ee\u6807\u3002\u4e3a\u6b64\uff0c\u4ed6\u5229\u7528\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\u5728\u957f\u4e0a\u4e0b\u6587\u7406\u89e3\u65b9\u9762\u7684\u80fd\u529b\uff0c\u4ece\u793a\u8303\u89c6\u9891\u4e2d\u63d0\u53d6\u9ad8\u5c42\u6b21\u76ee\u6807\uff0c\u5e76\u4f7f\u7528\u4ece\u540c\u4e00\u89c6\u9891\u6784\u5efa\u7684\u62d3\u6251\u56fe\u6765\u7ba1\u7406\u4f4e\u5c42\u6b21\u7684\u6267\u884c\u3002\u8be5\u65b9\u6cd5\u5b9e\u73b0\u4e86\u65b0\u578b\u7684\u7528\u6237\u4e92\u52a8\u884c\u4e3a\uff0c\u5e76\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u591a\u6a21\u6001\u6307\u4ee4\u4efb\u52a1\u4e2d\u53d6\u5f97\u7aef\u5230\u7aef\u7684\u6210\u529f\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u57fa\u4e8e\u4e92\u8054\u7f51\u6570\u636e\u9884\u8bad\u7ec3\u7684\u57fa\u7840\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\u901a\u5e38\u7f3a\u4e4f\u5fc5\u8981\u7684\u5177\u8eab\u63a8\u7406\u80fd\u529b\uff0c\u4f8b\u5982\u7a7a\u95f4\u5173\u7cfb\u8bc6\u522b\u548c\u5c3a\u5bf8\u4f30\u8ba1\u3002\u4e3a\u653b\u514b\u8fd9\u4e00\u6311\u6218\uff0c\u4ed6\u5f00\u53d1\u4e86\u4f7f\u7528\u4e92\u8054\u7f51\u89c4\u6a21\u7684\u5408\u6210\u7a7a\u95f4\u63a8\u7406\u6570\u636e\u8bad\u7ec3\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\u7684\u65b9\u6cd5\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u8fd8\u662f\u591a\u9879\u5177\u91cc\u7a0b\u7891\u610f\u4e49\u7684\u5177\u8eab\u667a\u80fd\u9879\u76ee\u7684\u6838\u5fc3\u8d21\u732e\u8005\uff0c\u5305\u62ec Open X-Embodiment \u548c Gemini Robotics\u3002Open X-Embodiment \u9996\u6b21\u5c55\u793a\u4e86\u591a\u6837\u5316\u673a\u5668\u4eba\u64cd\u4f5c\u6570\u636e\u7684\u6b63\u8fc1\u79fb\u6f5c\u529b\uff1b\u800c Gemini Robotics \u5219\u6807\u5fd7\u7740\u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\u5728\u5b9e\u73b0\u7075\u5de7\u4e14\u5177\u6cdb\u5316\u80fd\u529b\u7684\u64cd\u63a7\u65b9\u9762\u8fc8\u51fa\u4e86\u5173\u952e\u4e00\u6b65\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/ff15ee6efcee419699914da00234f5ec~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=5%2F5TAokCfzlslEYMF5H%2B4VOsKNI%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u9996\u6b21\u9610\u660e\u4e86\u6c14\u6001\u6c34\u6768\u9178\u7532\u916f\u7684\u690d\u7269\u53d7\u4f53\u53ca\u5176\u4ecb\u5bfc\u690d\u7269\u6c14\u4f20\u6027\u514d\u75ab\u7684\u5206\u5b50\u673a\u5236\uff0c\u63ed\u793a\u4e86\u5168\u65b0\u7684\u869c\u866b\u4e0e\u75c5\u6bd2\u95f4\u7684\u5171\u8fdb\u5316\u65b9\u5f0f\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u690d\u7269\u75c5\u6bd2\u662f\u5168\u7403\u519c\u4e1a\u751f\u4ea7\u7684\u91cd\u5927\u5a01\u80c1\uff0c\u5df2\u9274\u5b9a\u7684\u79cd\u7c7b\u8d85\u8fc7 2100 \u79cd\uff0c\u6bcf\u5e74\u9020\u6210\u5168\u7403\u519c\u4f5c\u7269\u7ecf\u6d4e\u635f\u5931\u8d85 600 \u4ebf\u7f8e\u5143\u3002\u8fd1 80% \u7684\u690d\u7269\u75c5\u6bd2\u4f9d\u8d56\u869c\u866b\u3001\u7c89\u8671\u7b49\u5a92\u4ecb\u6606\u866b\u4f20\u64ad\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u690d\u7269\u5728\u611f\u53d7\u5230\u6606\u866b\u4fb5\u5bb3\u65f6\u4f1a\u4ea7\u751f\u6325\u53d1\u6027\u5316\u5408\u7269\uff0c\u5176\u4f5c\u4e3a\u4e00\u79cd\u7279\u6b8a\u7684\u4fe1\u53f7\u80fd\u88ab\u90bb\u8fd1\u690d\u7269\u611f\u77e5\uff0c\u8fdb\u800c\u8bf1\u53d1\u4e34\u8fd1\u690d\u7269\u7684\u9632\u5fa1\u53cd\u5e94\uff0c\u8fd9\u4e00\u73b0\u8c61\u88ab\u79f0\u4e3a\u6c14\u4f20\u6027\u514d\u75ab\uff0c\u8fd9\u79cd\u5929\u7136\u7684\u690d\u7269\u7fa4\u4f53\u9632\u5fa1\u673a\u5236\u6709\u6f5c\u529b\u7528\u4e8e\u7eff\u8272\u9632\u63a7\u3002\u4f46\u8fd9\u4e00\u73b0\u8c61\u7684\u5206\u5b50\u673a\u5236\u4e0d\u5f97\u800c\u77e5\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u738b\u97f5\u5a67\u7684\u7814\u7a76\u53d1\u73b0\uff0c\u690d\u7269\u88ab\u869c\u866b\u4fb5\u5bb3\u540e\u4f1a\u4ea7\u751f\u5927\u91cf\u7684\u6325\u53d1\u6027\u5316\u5408\u7269\u6c34\u6768\u9178\u7532\u916f\uff08MeSA\uff09\uff0c\u5176\u4e0d\u4ec5\u8d8b\u907f\u869c\u866b\u3001\u5438\u5f15\u5bc4\u751f\u8702\u7b49\u869c\u866b\u6355\u98df\u8005\uff0c\u8fd8\u80fd\u8bf1\u5bfc\u4e34\u8fd1\u690d\u7269\u4ea7\u751f\u6c14\u4f20\u6027\u514d\u75ab\uff0c\u964d\u4f4e\u869c\u866b\u5bf9\u75c5\u6bd2\u7684\u4f20\u64ad\u3002\u5979\u7684\u7814\u7a76\u6210\u679c\u9996\u6b21\u9274\u5b9a\u4e86\u6c14\u6001 MeSA \u7684\u690d\u7269\u53d7\u4f53 SABP2\uff0c\u5e76\u8be6\u7ec6\u9610\u660e\u4e86 MeSA \u4ecb\u5bfc\u7684\u690d\u7269\u6c14\u4f20\u6027\u514d\u75ab\u7684\u5206\u5b50\u57fa\u7840\uff0c\u540c\u65f6\u4e5f\u63ed\u793a\u4e86\u869c\u866b\u4f20\u75c5\u6bd2\u6291\u5236\u6c14\u4f20\u6027\u514d\u75ab\u5e2e\u52a9\u869c\u866b\u5b58\u6d3b\u548c\u75c5\u6bd2\u4f20\u64ad\u7684\u673a\u5236\u3002\u8be5\u7814\u7a76\u7834\u89e3\u4e86\u690d\u7269\u75c5\u7406\u5b66\u9886\u57df 40 \u591a\u5e74\u6765\u7684\u672a\u89e3\u4e4b\u8c1c\uff0c\u4e3a\u5229\u7528\u6c14\u4f20\u6027\u514d\u75ab\u8fdb\u884c\u75c5\u866b\u5bb3\u7eff\u8272\u9632\u63a7\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u8fd8\u53d1\u73b0\u4e86\u690d\u7269\u611f\u77e5\u75c5\u6bd2\u5165\u4fb5\u5e76\u6fc0\u6d3b RNAi \u7684\u65b0\u901a\u8def\u3002\u901a\u8fc7\u5c06\u9499\u4fe1\u53f7\u4e0e RNAi \u8054\u7cfb\u8d77\u6765\uff0c\u63ed\u793a\u4e86\u690d\u7269\u611f\u77e5\u75c5\u6bd2\u5165\u4fb5\u8bf1\u53d1 RNAi \u901a\u8def\u57fa\u56e0\u8868\u8fbe\u4e0a\u8c03\u7684\u6297\u75c5\u673a\u5236\uff0c\u540c\u65f6\u4e5f\u63ed\u793a\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u75c5\u6bd2\u53cd\u9632\u5fa1\u673a\u5236\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/603923eb962e45f9a7a303233d8bc757~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=9A1sMKqZtdN7vRfxDfwwcLR%2Bhhc%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u805a\u7126\u5782\u76f4\u81ea\u65cb\u78c1\u5b58\u50a8\u82af\u7247\u6280\u672f\u7814\u7a76\uff0c\u653b\u514b\u65e0\u5916\u573a\u9ad8\u901f\u7ffb\u8f6c\u3001\u9ad8\u5bc6\u5ea6\u96c6\u6210\u7b49\u5173\u952e\u96be\u9898\uff0c\u52a9\u63a8\u8be5\u6280\u672f\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u4ea7\u4e1a\u5316\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u51ed\u501f\u9ad8\u901f\u5ea6\u3001\u4f4e\u80fd\u8017\u3001\u9ad8\u8010\u4e45\u6027\u7b49\u4f18\u52bf\uff0c\u81ea\u65cb\u78c1\u5b58\u50a8\u82af\u7247\uff08SOT-MRAM\uff0cSpin-Orbit Torque Magnetic Random Access Memory\uff09\u88ab\u8ba4\u4e3a\u662f\u201c\u540e\u6469\u5c14\u65f6\u4ee3\u201d\u6700\u6709\u6f5c\u529b\u66ff\u4ee3\u4f20\u7edf\u7f13\u5b58\u7684\u975e\u6613\u5931\u6027\u5b58\u50a8\u5668\u6280\u672f\u4e4b\u4e00\u3002\u5176\u4e00\u65e6\u5b9e\u73b0\u89c4\u6a21\u5316\u91cf\u4ea7\uff0c\u5c06\u5728\u4eba\u5de5\u667a\u80fd\u3001\u4e91\u8ba1\u7b97\u3001\u7269\u8054\u7f51\u7b49\u9886\u57df\u53d1\u6325\u5173\u952e\u4f5c\u7528\uff0c\u5e76\u6709\u671b\u6210\u4e3a\u65b0\u4e00\u4ee3\u5b58\u50a8\u5668\u7684\u884c\u4e1a\u6807\u51c6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u76ee\u524d\uff0cSOT-MRAM \u867d\u7136\u5728\u5168\u7403\u8303\u56f4\u5185\u5df2\u8fdb\u5165\u4ea7\u4e1a\u5316\u524d\u671f\u9636\u6bb5\uff0c\u4f46\u4ecd\u9762\u4e34\u9ad8\u5bc6\u5ea6\u96c6\u6210\u3001\u65e0\u5916\u573a\u5199\u5165\u7b49\u6311\u6218\u3002\u4e3a\u63a8\u52a8 SOT-MRAM \u6280\u672f\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u4ea7\u4e1a\u5316\uff0c\u8521\u51ef\u660e\u7684\u7814\u7a76\u805a\u7126\u4e8e\u89e3\u51b3\u548c\u4f18\u5316\u65e0\u5916\u573a\u96c6\u6210\u65b9\u6848\u5bfc\u81f4\u7684\u6027\u80fd\u4e0b\u964d\u95ee\u9898\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u63d0\u51fa\u591a\u6bd4\u7279 SOT-MRAM \u7684\u6982\u5ff5\uff0c\u5b9e\u73b0\u66f4\u4f4e\u7684\u5199\u5165\u7535\u6d41\u548c\u9ad8\u5bc6\u5ea6\u96c6\u6210\uff0c\u663e\u8457\u63d0\u9ad8 SOT-MRAM \u7684\u96c6\u6210\u5bc6\u5ea6\u548c\u80fd\u6e90\u6548\u7387\u3002\u5e76\u4e14\uff0c\u901a\u8fc7\u5b9e\u9a8c\u9996\u6b21\u5c55\u793a\u4e86\u591a\u6bd4\u7279 SOT-MRAM \u4e2d\u7684\u8d85\u5feb\u65e0\u5916\u78c1\u573a\u7ffb\u8f6c\u529f\u80fd\uff0c\u5199\u5165\u7535\u6d41\u8109\u51b2\u4f4e\u81f3 0.3 \u7eb3\u79d2\uff0c\u5bf9\u5e94\u529f\u8017\u4e3a 60 \u98de\u7126\/\u6bd4\u7279\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u4e5f\u63d0\u51fa\u4e86\u4e00\u79cd\u7f29\u653e\u7ed3\u6784\u7684\u5782\u76f4 SOT-MRAM \u5668\u4ef6\u8bbe\u8ba1\u3002\u8be5\u8bbe\u8ba1\u5728\u6027\u80fd\u4f18\u5316\u4e0a\u6210\u6548\u663e\u8457\uff0c\u4e0d\u4ec5\u6709\u6548\u7f29\u51cf\u4e86\u5668\u4ef6\u5355\u5143\u9762\u79ef\uff0c\u6210\u529f\u5c06\u529f\u8017\u964d\u4f4e 63%\uff0c\u8fd8\u63d0\u5347\u5668\u4ef6\u8010\u4e45\u6027\u7a81\u7834 1015 \u6b21\u5faa\u73af\u5927\u5173\u3002\u6839\u636e\u5668\u4ef6\u7f29\u653e\u7684\u7cfb\u7edf\u7814\u7a76\uff0c\u4ed6\u5f97\u4ee5\u8bc1\u660e\u5668\u4ef6\u7f29\u653e\u5bf9\u4e8e\u63d0\u5347\u81ea\u65cb\u8f68\u9053\u77e9\u5668\u4ef6\u6027\u80fd\u7684\u91cd\u8981\u6027\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u51ed\u501f\u4e0a\u8ff0\u6280\u672f\u7a81\u7834\uff0c\u4ed6\u5728\u56fd\u9645\u9876\u7ea7\u79d1\u7814\u673a\u6784 IMEC \u62c5\u4efb\u8d44\u6df1\u7814\u7a76\u5458\u671f\u95f4\uff0c\u4e3b\u5bfc\u4e86\u7b2c\u4e09\u4ee3 SOT-MRAM \u78c1\u82af\u7247\u7684\u5668\u4ef6\u7814\u53d1\uff0c\u5e76\u6210\u529f\u5c55\u793a 300mm \u6676\u5706 CMOS \u96c6\u6210\u7528\u4e8e\u9ad8\u6027\u80fd\u8ba1\u7b97 SOT-MRAM \u5668\u4ef6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd9\u4e9b\u7814\u7a76\u6210\u679c\uff0c\u4e3a SOT-MRAM \u5927\u89c4\u6a21\u4ea7\u4e1a\u5316\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/3b3f4a6e525440bcbed60412fdafdf08~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=61SRviYXXQqRit6pDk82myrrS0c%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u57fa\u4e8e AI \u5b9e\u73b0\u5168\u7403\u6700\u5927\u89c4\u6a21\u91cf\u5b50\u6bd4\u7279\u4e2d\u6027\u539f\u5b50\u9635\u5217\u53ca\u91cf\u5b50\u7ea0\u9519\u89e3\u7801\u5668\uff0c\u4e3a\u5bb9\u9519\u91cf\u5b50\u8ba1\u7b97\u63d0\u4f9b\u4e86\u65b0\u7684\u6280\u672f\u8def\u5f84\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u76ee\u524d\uff0c\u4ed6\u6b63\u96c6\u4e2d\u653b\u514b\u5149\u5b50\u7cfb\u7edf\u7684\u53ef\u7f16\u7a0b\u6027\u4e0e\u7b97\u6cd5\u9002\u914d\u96be\u9898\uff0c\u76ee\u6807\u662f\u5b9e\u73b0\u57fa\u4e8e\u5149\u5b50\u7684\u901a\u7528\u667a\u80fd\u7b97\u529b\uff0c\u4e3a\u672a\u6765\u96c6\u6210\u5316\u5149\u5b50\u667a\u80fd\u82af\u7247\u5960\u5b9a\u57fa\u7840\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u65e2\u63a8\u52a8\u4e86\u4e2d\u56fd\u5728\u91cf\u5b50-\u5149\u5b50\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\uff0c\u4e5f\u4e3a\u5168\u4e16\u754c\u8ba1\u7b97\u6280\u672f\u9769\u65b0\u63d0\u4f9b\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/a8d4bf8ec08740e1a735303cb141c08e~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=CbPm%2FrCYKKBh74iu6b6Dmh4WbQ8%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u57fa\u4e8e\u50a8\u91cf\u4e30\u5bcc\u7684\u786b\u5143\u7d20\uff0c\u5728\u50a8\u80fd\u7535\u6c60\u548c\u52a8\u529b\u7535\u6c60\u4e24\u5927\u9886\u57df\uff0c\u5f00\u53d1\u4e86\u4f4e\u6210\u672c\u4e14\u9ad8\u672c\u5f81\u5b89\u5168\u7684\u7535\u5316\u5b66\u50a8\u80fd\u4f53\u7cfb\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd1\u671f\uff0c\u4ed6\u5728\u5168\u56fa\u6001\u9502\u786b\u7535\u6c60\u9886\u57df\u83b7\u5f97\u5de8\u5927\u7a81\u7834\uff0c\u5f00\u53d1\u4e86\u4e00\u79cd\u542b\u7898\u7684\u65b0\u578b\u73bb\u7483\u6001\u786b\u5316\u7269\u7535\u89e3\u8d28\uff0c\u7528\u4e8e\u8fd9\u79cd\u7535\u89e3\u8d28\u5728\u4f5c\u4e3a\u786b\u7535\u6781\u5185\u90e8\u79bb\u5b50\u5bfc\u4f53\u7684\u540c\u65f6\uff0c\u57fa\u4e8e\u8d85\u5feb\u7684\u7898\u6c27\u5316\u8fd8\u539f\u53cd\u5e94\u7279\u6027\uff0c\u5bf9\u786b\u7684\u56fa-\u56fa\u8f6c\u5316\u53cd\u5e94\u8d77\u5230\u6c27\u5316\u8fd8\u539f\u4ecb\u5bfc\u7684\u4f5c\u7528\uff0c\u4ece\u800c\u5b9e\u73b0\u4e86\u5feb\u901f\u56fa-\u56fa\u786b\u53cd\u5e94\u52a8\u529b\u5b66\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/39729bc154d141e890a4b4c6cfe26a51~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=VYqhZz%2FE%2BQBJE7KoomHvRqW6%2BWM%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u4e86\u65b0\u578b\u70ed\u7535\u754c\u9762\u6750\u6599\u7b5b\u9009\u7b56\u7565\uff0c\u53d1\u73b0\u4e86\u9ad8\u53ef\u9760\u6027\u7684\u70ed\u7535\u754c\u9762\u6750\u6599\uff0c\u586b\u8865\u4e86\u70ed\u7535\u6a21\u5757\u5f00\u53d1\u7684\u5173\u952e\u6280\u672f\u7a7a\u767d\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u51ed\u501f\u72ec\u7279\u7684\u70ed\u7535\u8f6c\u6362\u80fd\u529b\uff0c\u70ed\u7535\u6750\u6599\u5728\u80fd\u6e90\u3001\u7535\u5b50\u3001\u533b\u7597\u3001\u822a\u5929\u7b49\u9886\u57df\u5c55\u73b0\u51fa\u53d8\u9769\u6027\u7684\u5e94\u7528\u6f5c\u529b\u3002\u5176\u4e2d\uff0c\u6700\u5177\u4ee3\u8868\u6027\u7684\u662f\u88ab\u7528\u4e8e\u5ba4\u6e29\u5236\u51b7\u573a\u666f\u4e0b\u7684\u5546\u4e1a\u78b2\u5316\u94cb\uff08Bi2Te3\uff09\u3002\u7136\u800c\uff0cTe \u5143\u7d20\u7684\u7a00\u7f3a\u6027\u548c\u8f83\u5dee\u7684\u673a\u68b0\u6027\u80fd\uff0c\u7ed9 Bi2Te3 \u7684\u5e94\u7528\u5e26\u6765\u9650\u5236\uff0c\u4e5f\u9a71\u4f7f\u7814\u7a76\u4eba\u5458\u5fc5\u987b\u5bfb\u627e\u5176\u4ed6\u7684\u9ad8\u6027\u80fd\u70ed\u7535\u6750\u6599\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ee5\u7535\u70ed\u8f93\u8fd0\u673a\u5236\u548c\u70ed\u7535\u6750\u6599\u4e3a\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u7684\u5218\u7d2b\u822a\uff0c\u65e9\u5728\u7855\u535a\u671f\u95f4\u5c31\u5f00\u53d1\u4e86\u6027\u80fd\u4f18\u4e8e\u5546\u4e1a Bi2Te3 \u7684 p \u578b\u9541\u94f6\u9511\uff08MgAgSb\uff09\u70ed\u7535\u6750\u6599\uff0c\u5e76\u4f18\u5316\u4e86\u4e24\u6b65\u7403\u78e8\u5de5\u827a\u5408\u6210\u65b9\u6cd5\u6765\u83b7\u5f97\u7eaf MgAgSb \u76f8\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5c31\u5f00\u53d1\u9ad8\u6548\u7a33\u5b9a\u7684\u70ed\u7535\u53d1\u7535\u5668\u4ef6\u6765\u8bf4\uff0c\u70ed\u7535\u754c\u9762\u6750\u6599\u5728\u5176\u4e2d\u626e\u6f14\u7684\u89d2\u8272\u4e5f\u81f3\u5173\u91cd\u8981\u3002\u5728\u8fd9\u65b9\u9762\uff0c\u5218\u7d2b\u822a\u53ca\u5176\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u76f8\u56fe\u9884\u6d4b\u7684\u70ed\u7535\u754c\u9762\u6750\u6599\u7b5b\u9009\u7b56\u7565\uff0c\u7528\u4e8e\u4ece\u5316\u5b66\u590d\u6742\u6027\u66f4\u9ad8\u7684\u5019\u9009\u6750\u6599\u4e2d\u7b5b\u9009\u754c\u9762\u6750\u6599\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u4eec\u53d1\u73b0\u534a\u91d1\u5c5e\u9541\u94dc\u9511\uff08MgCuSb\uff09\u80fd\u591f\u4f5c\u4e3a\u9ad8\u6027\u80fd MgAgSb \u7684\u53ef\u9760\u70ed\u7535\u754c\u9762\u6750\u6599\uff0c\u6240\u5236\u5907\u7684\u4e24\u5bf9 MgAgSb\/Mg3.2Bi1.5Sb0.5 \u6a21\u5757\uff0c\u5728 300\u2103 \u4e0b\u8868\u73b0\u51fa 9.25% \u7684\u9ad8\u8f6c\u6362\u6548\u7387\uff0c\u5e76\u901a\u8fc7\u56fd\u9645\u6a21\u5757\u6027\u80fd\u5faa\u73af\u6d4b\u8bd5\u5f97\u5230\u8fdb\u4e00\u6b65\u8bc1\u5b9e\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5bf9\u4e8e\u51b7\u5374\u5e94\u7528\uff0c\u4ed6\u4eec\u9996\u6b21\u8bc1\u660e\u4e86\u975e Bi2Te3 \u70ed\u7535\u6750\u6599\u6240\u8868\u73b0\u51fa\u7684\u4f18\u5f02\u7684\u5668\u4ef6\u5236\u51b7\u6027\u80fd\u3002\u5728 323 \u5f00\u5c14\u6587\u7684\u6e29\u5ea6\u4e0b\uff0c\u6700\u5927\u6e29\u5dee\u548c\u6700\u5927\u51b7\u5374\u529f\u7387\u5206\u522b\u8fbe\u5230 56.5 \u5f00\u5c14\u6587\u548c 3.0 \u74e6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e0d\u4ec5\u5982\u6b64\uff0c\u4e0a\u8ff0\u70ed\u7535\u754c\u9762\u6750\u6599\u7b5b\u9009\u7b56\u7565\uff0c\u4e5f\u80fd\u591f\u5728\u9511\u5316\u950c\u3001\u9506\u94b4\u9511\u7b49\u5176\u4ed6\u70ed\u7535\u6750\u6599\u4e0a\u83b7\u5f97\u666e\u9002\u6027\u5e94\u7528\uff0c\u586b\u8865\u4e86\u70ed\u7535\u6a21\u5757\u5f00\u53d1\u7684\u5173\u952e\u7a7a\u767d\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/21c45e7e8c1040188d166b8c01d6b4e8~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=WKqCJbAlMu7b7%2BQeYnhG22gG9GQ%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u5b9e\u73b0\u4e86\u6781\u5c0f\u78c1\u573a\u4e0b\u4f4e\u6e29\u70ed\u7535\u6027\u80fd\u7684\u663e\u8457\u63d0\u5347\uff0c\u7a81\u7834\u73b0\u5b58\u6700\u9ad8\u4f4e\u6e29\uff08&lt; 300K\uff09\u70ed\u7535\u4f18\u503c\uff0c\u4e3a\u4f4e\u6e29\u56fa\u6001\u5236\u51b7\u5e26\u6765\u5168\u65b0\u673a\u9047\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6f58\u745c\u957f\u671f\u4ece\u4e8b\u70ed\u7535\u6750\u6599\u7814\u7a76\uff0c\u5c24\u5176\u662f\u62d3\u6251\u70ed\u7535\u6750\u6599\u7814\u7a76\u3002\u5728\u6e05\u534e\u5927\u5b66\u8bfb\u535a\u671f\u95f4\uff0c\u5979\u7684\u7814\u7a76\u8bfe\u9898\u662f\u78b2\u5316\u94cb\uff08Bi2Te3\uff09\u57fa\u70ed\u7535\u534a\u5bfc\u4f53\u7684\u70ed\u7535\u8f93\u8fd0\u7279\u6027\u4e0e\u6027\u80fd\u4f18\u5316\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u7531\u4e8e Bi2Te3 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#A3A3A3;\">\u57fa\u4e8e\u585e\u8d1d\u514b\u6548\u5e94\u3001\uff08\u53cd\u5e38\uff09\u80fd\u65af\u7279\u6548\u5e94\u7b49\u4e0d\u540c\u70ed\u7535\u6548\u5e94\u7684\u8f93\u8fd0\u7279\u6027\uff0c\u5979\u9488\u5bf9\u6027\u5730\u63d0\u51fa\u4e86\u4e0d\u540c\u7684\u63d0\u5347\u70ed\u7535\u6027\u80fd\u7684\u6750\u6599\u8bbe\u8ba1\u7b56\u7565\uff0c\u5e76\u6210\u529f\u5e94\u7528\u4e8e\u591a\u4e2a\u6750\u6599\u4f53\u7cfb\uff0c\u5728\u56fd\u9645\u4e0a\u7387\u5148\u5f00\u53d1\u4e86\u7cfb\u5217\u5177\u6709\u5927\u53cd\u5e38\u80fd\u65af\u7279\u6548\u5e94\u3001\u5927\u80fd\u65af\u7279\u6548\u5e94\u548c\u5927\u78c1\u585e\u8d1d\u514b\u6548\u5e94\u7684\u62d3\u6251\u534a\u91cf\u5b50\u6750\u6599\uff0c\u4e3a\u5f00\u53d1\u65b0\u4e00\u4ee3\u70ed\u7535\u6750\u6599\u5960\u5b9a\u4e86\u91cd\u8981\u57fa\u7840\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u5728\u56fd\u9645\u4e0a\u7387\u5148\u5b9e\u73b0\u4e86\u6781\u5c0f\u5916\u78c1\u573a\uff080.7 \u7279\u65af\u62c9\uff0c\u6c38\u78c1\u4f53\u53ef\u6ee1\u8db3\uff09\u4e0b\u5927\u5e45\u589e\u5f3a\u7684\u78c1\u585e\u8d1d\u514b\u70ed\u7535\u6027\u80fd\uff0c\u7a81\u7834\u4e86\u73b0\u5b58\u6700\u9ad8\u4f4e\u6e29\uff08&lt; 300 \u5f00\u5c14\u6587\uff09\u70ed\u7535\u4f18\u503c\uff0c\u9610\u91ca\u4e86\u62d3\u6251\u6750\u6599\u72c4\u62c9\u514b\u80fd\u5e26\u7684\u7ebf\u6027\u8272\u6563\u548c\u585e\u66fc\u5288\u88c2\u5bf9\u589e\u5f3a\u78c1\u585e\u8d1d\u514b\u70ed\u7535\u6548\u5e94\u7684\u91cd\u8981\u4f5c\u7528\uff0c\u4e3a\u5b9e\u73b0\u65e0\u566a\u58f0\u3001\u65e0\u632f\u52a8\u3001\u53ef\u643a\u5e26\u3001\u4f4e\u6210\u672c\u7684\u5168\u56fa\u6001\u5236\u51b7\u6280\u672f\u5e26\u6765\u4e86\u65b0\u673a\u9047\uff0c\u6709\u671b\u6210\u4e3a\u65b0\u4e00\u4ee3\u98a0\u8986\u6027\u6280\u672f\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/658b560166d44d00ae5e95edc35386b7~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=vryqtIerkIhTVRL%2F10vjMiZ%2BLOs%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u5e76\u53d1\u5c55\u4e86\u5c42\u7ea7\u8d1d\u53f6\u65af\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u8ba9 AI \u6a21\u578b\u5177\u5907\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u63a7\u6027\u548c\u56e0\u679c\u63a8\u7406\u80fd\u529b\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\uff0c\u611f\u77e5\u4e0e\u63a8\u7406\u5f80\u5f80\u662f\u7d27\u5bc6\u76f8\u8fde\u7684\u3002\u4ee5\u4e00\u8f86\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u4e3a\u4f8b\uff0c\u5176\u5728\u611f\u77e5\u5230\u884c\u4eba\u7684\u59ff\u52bf\u548c\u4ea4\u901a\u4fe1\u53f7\u706f\u72b6\u6001\u4e4b\u524d\uff0c\u65e0\u6cd5\u63a8\u7406\u884c\u4eba\u662f\u5426\u53ef\u80fd\u7a7f\u8fc7\u9a6c\u8def\u3002\u4f46\u5728\u4eba\u5de5\u667a\u80fd\u4e2d\uff0c\u5b83\u4eec\u5374\u88ab\u5206\u4e3a\u4e24\u5927\u57fa\u672c\u4efb\u52a1\uff0c\u5176\u4e2d\uff0c\u6df1\u5ea6\u5b66\u4e60\u5728\u611f\u77e5\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u6982\u7387\u56fe\u6a21\u578b\u5728\u63a8\u7406\u4efb\u52a1\u4e2d\u4f18\u52bf\u663e\u8457\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u5f25\u5408\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u611f\u77e5\u4e0e\u57fa\u4e8e\u6982\u7387\u56fe\u6a21\u578b\u7684\u63a8\u7406\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u738b\u704f\u5728\u4ed6\u7684\u535a\u58eb\u8bba\u6587\u4e2d\u63d0\u51fa\u4e86\u5c42\u7ea7\u8d1d\u53f6\u65af\u6df1\u5ea6\u5b66\u4e60\uff08HBDL\uff0cHierarchical Bayesian Deep Learning\uff09\u6846\u67b6\u3002\u5728\u8fdb\u4e00\u6b65\u6269\u5c55\u548c\u6539\u8fdb\u8be5\u6846\u67b6\u7684\u57fa\u7840\u4e0a\uff0c\u4ed6\u81f4\u529b\u4e8e\u63a8\u52a8\u5176\u5728\u5927\u8bed\u8a00\u6a21\u578b\u548c\u57fa\u5ea7\u6a21\u578b\u7684\u53ef\u89e3\u91ca\u6027\u4e0e\u53ef\u63a7\u6027\uff0c\u4ee5\u53ca\u533b\u7597\u5065\u5eb7 AI \u4e24\u5927\u65b9\u9762\u7684\u5e94\u7528\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u5148\u662f\u63d0\u51fa\u4e00\u4e2a\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u56e0\u679c\u89e3\u91ca\u5668\uff0c\u5177\u6709\u666e\u9002\u6027\u3001\u5f31\u5047\u8bbe\u4f9d\u8d56\u548c\u53ef\u9a8c\u8bc1\u6027\u7b49\u7279\u6027\uff0c\u80fd\u6709\u6548\u8bc6\u522b\u751f\u6210\u56e0\u679c\u89e3\u91ca\u6240\u9700\u7684\u56e0\u679c\u8bed\u4e49\uff0c\u6027\u80fd\u663e\u8457\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\u3002\u968f\u540e\uff0c\u53c8\u63d0\u51fa\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\u7684\u53cd\u4e8b\u5b9e\u89e3\u91ca\u5668\uff0c\u4ece\u53cd\u4e8b\u5b9e\u89d2\u5ea6\u89e3\u91ca\u4efb\u610f\u7684\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u8fd8\u63d0\u51fa\u4e00\u4e2a\u901a\u7528\u7684\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u548c\u57fa\u5ea7\u6a21\u578b\u6982\u5ff5\u7ea7\u89e3\u91ca\u5668\uff0c\u80fd\u901a\u8fc7\u4eba\u7c7b\u6613\u61c2\u7684\u6982\u5ff5\uff0c\u6765\u89e3\u91ca\u5927\u8bed\u8a00\u6a21\u578b\u7684\u9884\u6d4b\u548c\u63a8\u7406\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u4ed6\u8fd8\u5c06 HBDL \u7684\u53ef\u89e3\u91ca\u6027\u96c6\u6210\u5230\u5065\u5eb7\u76d1\u6d4b\u7cfb\u7edf\u4e2d\uff0c\u63d0\u5347\u4e86\u60a3\u8005\u7684\u7528\u836f\u6548\u7387\uff0c\u5e76\u7528\u4e8e\u5e15\u91d1\u68ee\u75c5\u68c0\u6d4b\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u76ee\u524d\uff0c\u4e0a\u8ff0\u7814\u7a76\u6210\u679c\u5df2\u7ecf\u5f71\u54cd\u4e86\u5305\u62ec\u533b\u7597\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u5929\u6c14\u9884\u62a5\u7b49\u591a\u4e2a\u9886\u57df\uff0c\u5e76\u5728\u5fae\u8f6f\u3001\u4e9a\u9a6c\u900a\u7b49\u4f01\u4e1a\u83b7\u5f97\u5e94\u7528\uff0c\u5f71\u54cd\u4e86\u6570\u767e\u4e07\u7528\u6237\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/13f01f7d34ba48b294f41dd03a199ad4~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=MjoNprUAnXKrcm4HB5c3oA6P%2BF4%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u5f00\u53d1\u4e86\u7d22\u5c3c\u9996\u4e2a\u4ee5\u89c6\u89c9\u4e3a\u4e2d\u5fc3\u7684\u8054\u90a6\u5b66\u4e60\u5e73\u53f0\u3001\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u548c\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u52a9\u529b\u89e3\u51b3\u5168\u7403\u6027\u7684\u9690\u79c1\u5b89\u5168\u7248\u6743\u4e0e\u9ad8\u6210\u672c\u96be\u9898\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5415\u7075\u5a1f\u76ee\u524d\u7684\u7814\u7a76\u9879\u76ee\u4e3b\u8981\u81f4\u529b\u4e8e\u8d1f\u8d23\u4efb\u3001\u4f4e\u6210\u672c\u3001\u9ad8\u6027\u80fd\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u548c\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u5f00\u53d1\uff0c\u4ee5\u53ca\u89e3\u51b3\u4e00\u7cfb\u5217\u7684\u6570\u636e\u9690\u79c1\u5b89\u5168\u548c\u7248\u6743\u95ee\u9898\u3002\u5979\u5e26\u9886\u56e2\u961f\u4ece\u96f6\u5230\u4e00\u5f00\u5c55\u4e86\u591a\u9879\u57fa\u7840\u7814\u7a76\u4e0e\u5546\u4e1a\u9a71\u52a8\u578b\u7814\u7a76\uff0c\u7814\u7a76\u4e3b\u9898\u6db5\u76d6\u4f4e\u6210\u672c\u3001\u8d1f\u8d23\u4efb\u4e14\u9ad8\u6548\u7684\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u4e0e\u751f\u6210\u6a21\u578b\u7684\u5f00\u53d1\u3001\u8054\u90a6\u5b66\u4e60\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u9690\u79c1\u4e0e\u77e5\u8bc6\u4ea7\u6743\u4fdd\u62a4\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u5f00\u53d1\u4e86\u7d22\u5c3c\u9996\u4e2a\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u3001\u4e1a\u754c\u6700\u4fbf\u5b9c\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3001\u7aef\u5230\u7aef\u9690\u79c1\u5de5\u5177\u7bb1\u4ee5\u53ca\u4ee5\u89c6\u89c9\u4e3a\u4e2d\u5fc3\u7684\u8054\u90a6\u5b66\u4e60\u5e73\u53f0\u3002\u5e76\u4e14\uff0c\u5728\u591a\u6b3e\u7ec8\u7aef\u8bbe\u5907\u5305\u62ec\u5168\u7403\u7b2c\u4e00\u6b3e\u5177\u6709\u8fb9\u7f18\u5904\u7406\u529f\u80fd\u7684\u667a\u80fd\u89c6\u89c9\u4f20\u611f\u5668\u4e0a\uff0c\u90e8\u7f72\u9a8c\u8bc1\u4e86\u7ec8\u7aef\u9690\u79c1\u548c\u7ec8\u7aef\u591a\u4efb\u52a1\u89e3\u51b3\u65b9\u6848\u5e26\u6765\u7684\u5546\u4e1a\u4ef7\u503c\uff0c\u5bf9\u6570\u767e\u4e07\u7528\u6237\u4ea7\u751f\u4e86\u79ef\u6781\u5f71\u54cd\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5176\u56e2\u961f\u4ec5\u7528 8 \u4e2a\u6708\u65f6\u95f4\u5b8c\u6210\u4e86\u9996\u4e2a\u53c2\u6570\u89c4\u6a21\u4ec5\u4e3a\u767e\u4e07\u7ea7\u522b\u7684\u89c6\u89c9\u57fa\u7840\u6a21\u578b\uff08VFM\uff0cVision Foundation Model\uff09\u3002\u8fd9\u662f\u8fc4\u4eca\u4e3a\u6b62\u6700\u5168\u9762\u4e14\u529f\u80fd\u5f3a\u5927\u7684 VFM\uff0c\u80fd\u591f\u652f\u6301 17 \u79cd\u5b9e\u7528\u89c6\u89c9\u4efb\u52a1\u5e76\u4f18\u4e8e\u8bb8\u591a\u77e5\u540d\u516c\u53f8\u7684 VFM \u53ca\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\u3002\u5176\u56e2\u961f\u4ec5\u7528 8 \u4e2a H100 GPU \u5728 2.5 \u5929\u5185\u57fa\u4e8e\u5408\u6cd5\u6570\u636e\u4ece\u5934\u8bad\u7ec3\u51fa\u4e00\u4e2a\u6269\u6563\u6a21\u578b v1\/v2 \u8d28\u91cf\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff08MicroDiT\uff09\uff0c\u8fd9\u662f\u8fc4\u4eca\u4e3a\u6b62\u4ece\u5934\u8bad\u7ec3\u6210\u672c\u6700\u4f4e\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u5c06\u6a21\u578b\u7684\u8bad\u7ec3\u6210\u672c\u5927\u5e45\u964d\u4f4e\u81f3\u4ec5 1890 \u7f8e\u5143\uff0c\u6bd4\u7a33\u5b9a\u6269\u6563\u6a21\u578b\u8bad\u7ec3\u4fbf\u5b9c\u4e86 118 \u500d\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/efbdbfd53aaa4ccd88ade0dda9182892~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=SXCJ%2Bq5LLYx1KO%2FV0mM%2F9zd4wxU%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u5229\u7528\u72ec\u7279\u7684\u626b\u63cf\u63a2\u9488\u663e\u5fae\u6280\u672f\uff0c\u53d1\u73b0\u4e86\u83ab\u5c14\u6676\u683c\u7684\u5168\u65b0\u7269\u7406\u7279\u6027\uff0c\u4e3a\u672a\u6765\u91cf\u5b50\u6280\u672f\u8fdb\u6b65\u5960\u5b9a\u57fa\u7840\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e24\u5c42\u77f3\u58a8\u70ef\u4ee5 1.1 \u5ea6\u7684\u201c\u9b54\u89d2\u201d\u5806\u53e0\u65f6\uff0c\u5fae\u5c0f\u65cb\u8f6c\u5f62\u6210\u7684\u5468\u671f\u6027\u83ab\u5c14\u6676\u683c\uff0c\u4f1a\u8bf1\u5bfc\u51fa\u5355\u5c42\u77f3\u58a8\u70ef\u65e0\u6cd5\u5b9e\u73b0\u7684\u91cf\u5b50\u6001\uff0c\u5305\u62ec\u8d85\u5bfc\u6027\u7684\u5168\u65b0\u7279\u6027\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd9\u9879\u4e8e 2018 \u5e74\u53d6\u5f97\u7684\u7a81\u7834\u6027\u6210\u679c\uff0c\u5728\u63a8\u52a8\u83ab\u5c14\u6750\u6599\u8fc5\u901f\u6210\u4e3a\u51dd\u805a\u6001\u7269\u7406\u524d\u6cbf\u7814\u7a76\u65b9\u5411\u4e4b\u4e00\u7684\u540c\u65f6\uff0c\u4e5f\u5e26\u6765\u4e86\u4e0d\u5c11\u5f85\u89e3\u4e4b\u8c1c\u3002\u6bd4\u5982\uff0c\u8fd9\u4e9b\u91cf\u5b50\u6001\u662f\u5982\u4f55\u4ea7\u751f\u7684\uff1f\u662f\u5426\u5b58\u5728\u5c1a\u672a\u88ab\u53d1\u73b0\u7684\u91cf\u5b50\u6001\uff1f\u4ee5\u6b64\u4e3a\u7814\u7a76\u8d77\u70b9\uff0c\u8c22\u6cf3\u9f99\u5229\u7528\u626b\u63cf\u63a2\u9488\u663e\u5fae\u6280\u672f\u5f00\u5c55\u4e86\u4e00\u7cfb\u5217\u63a2\u7d22\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u5bf9\u9b54\u89d2\u77f3\u58a8\u70ef\u8fdb\u884c\u9996\u6b21\u8c31\u5b66\u6d4b\u91cf\u540e\u53d1\u73b0\uff0c\u5728\u6240\u6709\u63ba\u6742\u6c34\u5e73\u4e0b\uff0c\u7535\u5b50\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u5f3a\u5f31\u662f\u7cfb\u7edf\u7684\u4e3b\u8981\u80fd\u91cf\u5c3a\u5ea6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u968f\u540e\uff0c\u4ed6\u4e5f\u5728\u9b54\u89d2\u77f3\u58a8\u70ef\u4e2d\u53d1\u73b0\u4e86\u4e00\u76f4\u6ca1\u6709\u88ab\u627e\u5230\u7684\u5206\u6570\u9648\u7edd\u7f18\u4f53\uff0c\u8fd9\u7c7b\u6750\u6599\u65e0\u9700\u5916\u52a0\u5f3a\u78c1\u573a\u5373\u53ef\u5b9e\u73b0\u5206\u6570\u91cf\u5b50\u970d\u5c14\u6548\u5e94\uff0c\u4e3a\u5f00\u53d1\u4efb\u610f\u91cf\u5b50\u5668\u4ef6\u63d0\u4f9b\u4e86\u65b0\u7684\u53ef\u80fd\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u524d\u7814\u7a76\u8868\u660e\uff0c\u5982\u679c\u5728\u83ab\u5c14\u6676\u683c\u7684\u57fa\u7840\u4e0a\u7ee7\u7eed\u5806\u53e0\u66f4\u591a\u5c42\u6750\u6599\uff0c\u5c31\u4f1a\u5f62\u6210\u4e0e\u83ab\u5c14\u6676\u683c\u5171\u5b58\u7684\u8d85\u7ea7\u83ab\u5c14\u6676\u683c\uff0c\u540e\u8005\u4e00\u76f4\u88ab\u89c6\u4e3a\u7834\u574f\u83ab\u5c14\u6676\u683c\u5468\u671f\u6027\u7684\u7f3a\u9677\u3002\u4ed6\u7684\u7814\u7a76\u63a8\u7ffb\u4e86\u8fd9\u4e00\u4f20\u7edf\u8ba4\u77e5\uff0c\u53d1\u73b0\u8d85\u7ea7\u83ab\u5c14\u6676\u683c\u4e0d\u4ec5\u80fd\u591f\u63ed\u793a\u83ab\u5c14\u6750\u6599\u7684\u9690\u85cf\u6027\u8d28\uff0c\u8fd8\u53ef\u7528\u4e8e\u8c03\u63a7\u751a\u81f3\u521b\u9020\u65b0\u7684\u6750\u6599\u7279\u6027\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u53e6\u5916\uff0c\u7406\u8bba\u9884\u6d4b\u975e\u963f\u8d1d\u5c14\u4efb\u610f\u5b50\u4f1a\u51fa\u73b0\u5728\u4e00\u7c7b\u7279\u6b8a\u7684\u5206\u6570\u9648\u7edd\u7f18\u4f53\u4e2d\uff0c\u4f46\u76ee\u524d\u5728\u83ab\u5c14\u6750\u6599\u4e2d\u5c1a\u672a\u6709\u660e\u786e\u7684\u8bc1\u636e\uff0c\u56e0\u6b64\uff0c\u4ed6\u76ee\u524d\u6b63\u79ef\u6781\u901a\u8fc7\u626b\u63cf\u63a2\u9488\u663e\u5fae\u6280\u672f\u9a8c\u8bc1\u8fd9\u4e00\u9884\u6d4b\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/055e83a2ce8b40499053f543f4bef8d1~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=rQZTzFts2fG4vsT5aCo0GWK0RBY%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: 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#A3A3A3;\">\u6ce2\u4e0e\u7c92\u5b50\u7684\u7cbe\u51c6\u8c03\u63a7\u662f\u73b0\u4ee3\u79d1\u5b66\u548c\u6280\u672f\u53d1\u5c55\u7684\u6838\u5fc3\u6311\u6218\u4e4b\u4e00\u3002\u4f20\u7edf\u6750\u6599\u4e2d\u7684\u7f3a\u9677\u4e0e\u6742\u8d28\u5f80\u5f80\u5bfc\u81f4\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u7684\u5927\u91cf\u6563\u5c04\u548c\u80fd\u91cf\u635f\u8017\uff0c\u4e25\u91cd\u5236\u7ea6\u4e86\u76f8\u5173\u6280\u672f\u7684\u5b9e\u9645\u5e94\u7528\u3002\u5f20\u79c0\u5a1f\u805a\u7126\u4e8e\u62d3\u6251\u7269\u7406\u4e0e\u8d85\u6750\u6599\u7684\u4ea4\u53c9\u9886\u57df\uff0c\u63d0\u51fa\u4e86\u539f\u521b\u6027\u7684\u591a\u7ef4\u62d3\u6251\u76f8\u53d8\u7406\u8bba\uff0c\u63ed\u793a\u4e86\u9ad8\u9636\u62d3\u6251\u7edd\u7f18\u4f53\u4e2d\u591a\u7ef4\u62d3\u6251\u6001\u7684\u5b58\u5728\u673a\u5236\uff0c\u4e3a\u5b9e\u73b0\u7f3a\u9677\u514d\u75ab\u7684\u6ce2\u4f20\u64ad\u63d0\u4f9b\u4e86\u5168\u65b0\u7406\u8bba\u6846\u67b6\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5b9e\u9a8c\u4e0a\uff0c\u5979\u7387\u5148\u8bbe\u8ba1\u5e76\u6784\u7b51\u4e86\u9ad8\u9636\u62d3\u6251\u58f0\u5b66\u8d85\u6750\u6599\uff0c\u6210\u529f\u9a8c\u8bc1\u4e86\u7a7a\u95f4\u591a\u4e2a\u7ef4\u5ea6\u4e0a\u62d3\u6251\u6001\u7684\u5b58\u5728\u53ca\u5176\u9c81\u68d2\u6027\u7684\u6ce2\u4f20\u8f93\/\u5c40\u57df\u7279\u5f81\uff0c\u4e3a\u8fd9\u4e9b\u65b0\u5947\u62d3\u6251\u76f8\u7684\u7814\u7a76\u5960\u5b9a\u4e86\u5b9e\u9a8c\u57fa\u7840\u3002\u6b64\u5916\uff0c\u5f20\u79c0\u5a1f\u8fd8\u5c06\u975e\u5384\u7c73\u7269\u7406\u521b\u9020\u6027\u5730\u5f15\u5165\u62d3\u6251\u8d85\u6750\u6599\uff0c\u63d0\u51fa\u5e76\u9a8c\u8bc1\u4e86\u975e\u5384\u7c73\u9ad8\u9636\u62d3\u6251\u6750\u6599\u4e0e\u975e\u5384\u7c73\u8d8b\u80a4\u6548\u5e94\u3002\u57fa\u4e8e\u540e\u8005\uff0c\u5979\u5b9e\u73b0\u4e86\u5728 100 \u81f3 1000Hz \u5bbd\u9891\u5e26\u5185\u8d85\u8fc7 80% \u7684\u58f0\u6ce2\u9ad8\u6548\u5438\u6536\uff0c\u6709\u671b\u4e3a\u89e3\u51b3\u957f\u671f\u5b58\u5728\u7684\u4f4e\u9891\u566a\u58f0\u63a7\u5236\u96be\u9898\u63d0\u4f9b\u65b0\u7684\u542f\u53d1\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u7684\u7a81\u7834\u6027\u5de5\u4f5c\u89e3\u51b3\u4e86\u9ad8\u9636\u62d3\u6251\u76f8\u7684\u5b9e\u73b0\u673a\u5236\u4e0e\u6027\u8d28\u523b\u753b\u7b49\u5173\u952e\u79d1\u5b66\u95ee\u9898\uff0c\u4e3a\u5f00\u53d1\u9c81\u68d2\u7684\u591a\u901a\u9053\u4fe1\u606f\u4f20\u8f93\u3001\u6df1\u4e9a\u6ce2\u957f\u58f0\u954a\u548c\u9ad8\u7075\u654f\u4f20\u611f\u5668\u7b49\u53d8\u9769\u6027\u6280\u672f\u5960\u5b9a\u4e86\u7406\u8bba\u548c\u5b9e\u9a8c\u57fa\u7840\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/e310aadd87484abe877ce3dbb47146cb~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=hDOmhoRNOre7E%2Bz2coWdu9HeYB8%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u5979\u6784\u5efa\u4e86\u7eb3\u7c73\u9176\u590d\u5408\u76ca\u751f\u83cc\u65b0\u4f53\u7cfb\uff0c\u6210\u529f\u514b\u670d\u76ca\u751f\u83cc\u5728\u80a0\u9053\u73af\u5883\u4e2d\u5b58\u6d3b\u96be\u548c\u529f\u6548\u5dee\u4e24\u5927\u96be\u9898\uff0c\u663e\u8457\u63d0\u5347\u80a0\u708e\u548c\u80a0\u764c\u7684\u6cbb\u7597\u6548\u679c\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u76ca\u751f\u83cc\u5728\u5e94\u7528\u4e2d\u9762\u4e34\u4e24\u5927\u6838\u5fc3\u6311\u6218\uff1a\u4e00\u662f\u5728\u75c5\u7406\u73af\u5883\u4e2d\u7684\u9632\u5fa1\u80fd\u529b\u8f83\u5f31\uff0c\u96be\u4ee5\u957f\u671f\u5b58\u6d3b\uff1b\u4e8c\u662f\u4ea7\u751f\u7684\u529f\u80fd\u6027\u4ee3\u8c22\u7269\u79cd\u7c7b\u5c11\u3001\u542b\u91cf\u4f4e\uff0c\u6cbb\u7597\u6548\u679c\u53d7\u9650\u5236\u3002\u66f9\u82b3\u82b3\u81f4\u529b\u4e8e\u5c06\u4eff\u751f\u6750\u6599\u4e0e\u5fae\u751f\u7269\u7ed3\u5408\uff0c\u5f00\u53d1\u5177\u6709\u5f3a\u9632\u5fa1\u80fd\u529b\u548c\u9ad8\u529f\u6548\u7684\u76ca\u751f\u83cc\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5979\u63d0\u51fa\u5229\u7528\u6297\u6c27\u5316\u7eb3\u7c73\u9176\u5bf9\u76ca\u751f\u83cc\u8fdb\u884c\u4eff\u751f\u7f16\u8f91\u7684\u6982\u5ff5\uff0c\u901a\u8fc7\u6784\u5efa\u201c\u6297\u6c27\u5316\u7eb3\u7c73\u9176\u590d\u5408\u76ca\u751f\u83cc\u201d\u65b0\u4f53\u7cfb\uff0c\u4f7f\u76ca\u751f\u83cc\u5177\u5907\u4e86\u6297\u6c27\u5316\u9632\u5fa1\u80fd\u529b\uff0c\u514b\u670d\u4e86\u76ca\u751f\u83cc\u5728\u708e\u75c7\u73af\u5883\u4e2d\u7684\u5b58\u6d3b\u96be\u9898\uff0c\u5728\u5927\u52a8\u7269\u72ac\u6a21\u578b\u4e0a\u9a8c\u8bc1\u4e86\u8be5\u590d\u5408\u76ca\u751f\u83cc\u7684\u7597\u6548\u3002\u7ed3\u679c\u663e\u793a\uff0c\u53e3\u670d\u4ec5 3 \u5929\uff0c\u72ac\u7c7b\u7684\u6e83\u75a1\u6027\u7ed3\u80a0\u708e\u4fbf\u5f97\u5230\u663e\u8457\u6539\u5584\u3002\u5979\u4e5f\u4e0e\u65e5\u672c Zeria \u516c\u53f8\u5408\u4f5c\u5f00\u5c55\u4e34\u5e8a\u524d\u8bc4\u4f30\uff0c\u5171\u540c\u63a8\u8fdb\u8be5\u6280\u672f\u7684\u4e34\u5e8a\u8f6c\u5316\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4e3a\u589e\u5f3a\u76ca\u751f\u83cc\u7684\u6297\u80bf\u7624\u4ee3\u8c22\u80fd\u529b\uff0c\u66f9\u82b3\u82b3\u8fd8\u63d0\u51fa\u4e00\u79cd\u901a\u8fc7\u4fc3\u6c27\u5316\u7eb3\u7c73\u9176\u5bf9\u76ca\u751f\u83cc\u8fdb\u884c\u4eff\u751f\u7f16\u8f91\u7684\u521b\u65b0\u65b9\u6cd5\uff0c\u5e76\u6784\u5efa\u4e86\u201c\u4fc3\u6c27\u5316\u7eb3\u7c73\u9176\u590d\u5408\u76ca\u751f\u83cc\u201d\u4f53\u7cfb\u3002\u4ece\u4e2d\uff0c\u5979\u53d1\u73b0\u4fc3\u6c27\u5316\u7eb3\u7c73\u9176\u80fd\u591f\u5728\u80bf\u7624\u5fae\u73af\u5883\u4e2d\u7279\u5f02\u6027\u5730\u4ea7\u751f\u975e\u81f4\u6b7b\u91cf\u7684\u7f9f\u57fa\u81ea\u7531\u57fa\uff0c\u81ea\u7136\u4fc3\u8fdb\u76ca\u751f\u83cc\u751f\u6210\u66f4\u591a\u5177\u6709\u6297\u80bf\u7624\u4f5c\u7528\u7684\u77ed\u94fe\u8102\u80aa\u9178\u3002\u540e\u8005\u80fd\u591f\u901a\u8fc7\u8c03\u8282\u80bf\u7624\u5c40\u90e8 pH \u503c\uff0c\u8fdb\u4e00\u6b65\u4fc3\u8fdb\u7eb3\u7c73\u9176\u751f\u6210\u66f4\u9ad8\u6d53\u5ea6\u7684\u6d3b\u6027\u6c27\uff0c\u4ece\u800c\u6709\u6548\u6cbb\u7597\u80a0\u764c\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p26-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/ce87cee3044349ddbac0bbf84dbfb6ef~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=5bJU7ihC8JNNRAGHCyh5Ew6WCVQ%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u4e86\u9996\u4e2a\u57fa\u4e8e AI \u7684\u901a\u7528 RNA \u57fa\u7840\u6a21\u578b\uff0c\u663e\u8457\u52a0\u901f RNA \u8bbe\u8ba1\u8fed\u4ee3\u5e76\u5927\u5e45\u51cf\u5c11\u5b9e\u9a8c\u5468\u671f\u548c\u6210\u672c\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8fd1\u5e74\u6765\uff0c\u674e\u715c\u5e26\u9886\u56e2\u961f\u5f00\u5c55\u4e86\u4e00\u7cfb\u5217\u4e0e RNA \u6cbb\u7597\u548c AI \u76f8\u5173\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u5305\u62ec\u75be\u75c5\u5efa\u6a21\u3001RNA \u5e8f\u5217\u4e0e\u7ed3\u6784\u5efa\u6a21\u4ee5\u53ca RNA \u8bbe\u8ba1\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u75be\u75c5\u548c\u7ec4\u7ec7\u5efa\u6a21\u65b9\u9762\uff0c\u4ed6\u4e0e\u5408\u4f5c\u56e2\u961f\u5229\u7528\u7c7b\u4f3c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u65b9\u6848\uff0c\u5728\u4e00\u4e2a\u8fde\u7eed\u7684\u3001\u4f4e\u7ef4\u7684\u7a7a\u95f4\u4e2d\u6784\u5efa\u7edf\u4e00\u7684\u75be\u75c5\u8868\u793a\uff0c\u53ef\u5728\u65b0\u7684\u75be\u75c5\u7a7a\u95f4\u4e0a\u8fdb\u884c\u9ad8\u6548\u7684\u9057\u4f20\u53c2\u6570\u4f30\u8ba1\uff0c\u5e76\u53d1\u73b0\u4e86 40 \u4e2a\u4ee5\u524d\u6240\u6709\u65b9\u6cd5\u90fd\u9519\u8fc7\u7684\u9057\u4f20\u4f4d\u70b9\u3002\u5176\u56e2\u961f\u5f00\u53d1\u7684\u7ec4\u7ec7\u5efa\u6a21\u65b9\u6cd5\u80fd\u591f\u5728\u7cbe\u786e\u9884\u6d4b\u7ec6\u80de\u7c7b\u578b\u6bd4\u4f8b\u7684\u540c\u65f6\uff0c\u9884\u6d4b\u5177\u6709\u751f\u7269\u5b66\u610f\u4e49\u7684\u7ec6\u80de\u7c7b\u578b\u7279\u5f02\u6027\u57fa\u56e0\u8868\u8fbe\u8c31\uff0c\u52a0\u901f\u9ad8\u901a\u91cf\u4e34\u5e8a\u6570\u636e\u7684\u7cbe\u786e\u5206\u6790\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">RNA \u5efa\u6a21\u548c\u8bbe\u8ba1\u65b9\u9762\uff0c\u674e\u715c\u56e2\u961f\u63d0\u51fa\u4e86\u8be5\u9886\u57df\u7684\u7b2c\u4e00\u4e2a\u901a\u7528 RNA \u57fa\u7840\u6a21\u578b\uff0c\u57fa\u4e8e 2300 \u4e07\u4e2a\u672a\u6ce8\u91ca\u7684 RNA \u5e8f\u5217\u8bad\u7ec3\u4e86\u8be5\u6a21\u578b\uff0c\u5e76\u4ece RNA \u5e8f\u5217\u4e2d\u63d0\u53d6\u4e86\u5176\u5e8f\u5217\u8868\u5f81\u53ca\u8fdb\u5316\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u5176\u56e2\u961f\u8fd8\u57fa\u4e8e\u86cb\u767d\u8d28\u8bed\u8a00\u6a21\u578b\u548c\u5bc6\u96c6\u68c0\u7d22\u6280\u672f\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u7684\u86cb\u767d\u8d28\u540c\u6e90\u7269\u68c0\u6d4b\u65b9\u6cd5 DHR\uff0c\u80fd\u591f\u5b9e\u73b0\u8d85\u5feb\u901f\u548c\u9ad8\u7075\u654f\u5ea6\u5730\u68c0\u6d4b\u86cb\u767d\u8d28\u540c\u6e90\u7269\u3002\u501f\u52a9\u8fd9\u4e9b\u5e8f\u5217\u5efa\u6a21\u5de5\u5177\uff0c\u4ed6\u9886\u5bfc\u5f00\u53d1\u7684 RNA 3D \u7ed3\u6784\u9884\u6d4b\u6a21\u578b RhoFold \u5728 CASP15 \u4e2d\u83b7\u5f97 RNA \u7ed3\u6784\u9884\u6d4b\u5168\u81ea\u52a8\u5316\u7c7b\u51a0\u519b\u5e76\u4e14\u5176\u56e2\u961f\u83b7\u5f97\u603b\u8bc4\u5168\u7403\u51a0\u519b\u3002\u66f4\u65b0\u540e\u7684\u6a21\u578b RhoFold+ \u5728 RNA 3D \u7ed3\u6784\u9884\u6d4b\u65b9\u9762\u663e\u8457\u4f18\u4e8e AlphaFold3\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u89e3\u51b3\u5b9e\u9645\u7684\u751f\u7269\u5b66\u95ee\u9898\u65b9\u9762\uff0c\u8fd9\u4e9b\u95ee\u9898\u8fdb\u4e00\u6b65\u901a\u8fc7\u6e7f\u5b9e\u9a8c\u5ba4\u5b9e\u9a8c\u5f97\u5230\u9a8c\u8bc1\u3002\u4f8b\u5982\uff0c\u674e\u715c\u56e2\u961f\u5f00\u53d1\u4e86 RNA aptamer \u8bbe\u8ba1\u65b9\u6cd5 RhoDesign \u5e76\u4f7f\u7528\u5176\u8bbe\u8ba1\u4e86\u65b0\u7684\u8367\u5149 Mango aptamer\u3002\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0c\u5176\u4e2d 10 \u4e2a\u8bbe\u8ba1\u7684 aptamer \u663e\u793a\u51fa\u6bd4\u5929\u7136 Mango-I \u66f4\u9ad8\u7684\u8367\u5149\u3002\u501f\u52a9 RhoDesign\uff0cRNA aptamer \u8bbe\u8ba1\u6d41\u7a0b\u53ef\u4ee5\u4ece 6 \u4e2a\u6708\u7f29\u77ed\u5230 4 \u5468\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/c43afa077c25449cac53556822c07483~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=rKZPmhCeyx%2Fjq8HAmxUWQzlUda0%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u901a\u8fc7\u5f00\u53d1\u9ad8\u7cbe\u5ea6\u7535\u78c1\u529b\u63a7\u5236\u7cfb\u7edf\u548c\u667a\u80fd\u8fd0\u7ef4\u6280\u672f\uff0c\u6210\u529f\u89e3\u51b3 EMS \u578b\u78c1\u6d6e\u5217\u8f66\u5728\u590d\u6742\u73af\u5883\u4e0b\u7684\u7a33\u5b9a\u6027\u3001\u9c81\u68d2\u63a7\u5236\u53ca\u6545\u969c\u5bb9\u9519\u7b49\u96be\u9898\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u51ed\u501f\u5353\u8d8a\u7684\u9ad8\u901f\u6f5c\u80fd\u548c\u73af\u4fdd\u4f18\u52bf\uff0c\u9ad8\u901f\u78c1\u6d6e\u5217\u8f66\u6709\u671b\u6210\u4e3a\u7ee7\u9ad8\u94c1\u4e4b\u540e\u53c8\u4e00\u5177\u6709\u5168\u7403\u5f71\u54cd\u529b\u7684\u4ea4\u901a\u65b9\u5f0f\u3002\u7136\u800c\uff0c\u7531\u4e8e\u5de5\u4f5c\u73af\u5883\u9519\u7efc\u590d\u6742\u7b49\u56e0\u7d20\uff0c\u5b9e\u9645\u8fd0\u884c\u4e2d\u7684\u9ad8\u901f\u78c1\u6d6e\u5217\u8f66\uff0c\u4e5f\u5b58\u5728\u4e00\u4e9b\u4e9f\u5f85\u89e3\u51b3\u7684\u5173\u952e\u95ee\u9898\uff0c\u5305\u62ec\u590d\u6742\u73af\u5883\u4e0b\u7684\u9ad8\u7cbe\u5ea6\u63a7\u5236\u3001\u591a\u7535\u78c1\u94c1\u534f\u540c\u63a7\u5236\uff0c\u4ee5\u53ca\u957f\u671f\u8fd0\u884c\u7684\u5b89\u5168\u4fdd\u969c\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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#A3A3A3;\">\u9488\u5bf9\u6b64\uff0c\u4ed6\u63d0\u51fa\u4e86\u590d\u6742\u573a\u666f\u4e0b\u5feb\u901f\u52a8\u6001\u9ad8\u7cbe\u5ea6\u7535\u78c1\u63a7\u5236\u6280\u672f\uff0c\u5efa\u7acb\u5355\u70b9\u78c1\u6d6e\u7cfb\u7edf\u7684\u63a7\u5236\u5668\u8bbe\u8ba1\u548c\u7a33\u5b9a\u6027\u5206\u6790\u65b9\u6cd5\uff0c\u63d0\u9ad8\u4e86\u63a7\u5236\u5668\u5728\u7ebf\u8ba1\u7b97\u7684\u5b9e\u65f6\u6027\uff0c\u60ac\u6d6e\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u5b89\u5168\u6027\uff0c\u51cf\u5c11\u4e86\u6545\u969c\u7387\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u4e5f\u5efa\u7acb\u4e86\u591a\u70b9\u60ac\u6d6e\u7cfb\u7edf\u7684\u7535\u78c1\u529b\u534f\u540c\u63a7\u5236\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u591a\u7535\u78c1\u94c1\u7ade\u6001\u6548\u5e94\u4e0b\u7684\u6709\u9650\u65f6\u95f4\u7a33\u5b9a\u6027\u548c\u591a\u76ee\u6807\u4f18\u5316\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u53e6\u5916\uff0c\u4ed6\u8fd8\u6784\u5efa\u4e86\u78c1\u6d6e\u5217\u8f66\u667a\u80fd\u76d1\u6d4b\u5e73\u53f0\uff0c\u5b9e\u73b0\u60ac\u6d6e\u72b6\u6001\u5728\u7ebf\u76d1\u6d4b\u548c\u534a\u76d1\u7763\u5b66\u4e60\uff0c\u4e3a\u78c1\u6d6e\u5217\u8f66\u7684\u957f\u671f\u5b89\u5168\u8fd0\u884c\u63d0\u4f9b\u4e86\u4fdd\u969c\u3002\u540c\u65f6\uff0c\u63d0\u51fa\u65f6\u6ede\u548c\u6545\u969c\u5bb9\u9519\u65b9\u6cd5\uff0c\u653b\u514b\u78c1\u6d6e\u5217\u8f66\u957f\u671f\u8fd0\u884c\u4e0b\u6545\u969c\u5bb9\u9519\u6027\u80fd\u4e0d\u8db3\u7684\u74f6\u9888\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5b59\u53cb\u521a\u53ca\u5176\u56e2\u961f\u7684\u8fd9\u4e9b\u7814\u7a76\u6210\u679c\uff0c\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u957f\u6c99\u78c1\u6d6e\u5feb\u7ebf\u3001\u51e4\u51f0\u78c1\u6d6e\u5feb\u7ebf\u3001\u9ad8\u901f\u78c1\u6d6e\u56fd\u4ea7\u5316\u6837\u8f66\u7b49\u91cd\u5927\u5de5\u7a0b\uff0c\u5e76\u53d6\u5f97\u663e\u8457\u7684\u793e\u4f1a\u548c\u7ecf\u6d4e\u6548\u76ca\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p26-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/9bbf6094fa39404a9b6f201239874c2f~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=GwlUzti4AAP7Gl0Yio8yOD3J4T8%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: 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#94A2CE;\">\u4ed6\u5c06\u7535\u5b50\u663e\u5fae\u955c\u4e0e\u96c6\u6210\u5149\u82af\u7247\u8de8\u9886\u57df\u7ed3\u5408\uff0c\u5f00\u521b\u4e86\u57fa\u4e8e\u96c6\u6210\u5149\u5b66\u7684\u81ea\u7531\u7535\u5b50\u7cbe\u5bc6\u6d4b\u91cf\u4e0e\u8d85\u5feb\u8c03\u63a7\uff0c\u6709\u671b\u63a8\u52a8\u79d1\u5b66\u88c5\u7f6e\u3001\u5de5\u4e1a\u8bbe\u5907\u548c\u533b\u7597\u4eea\u5668\u7b49\u7cfb\u7edf\u5e94\u7528\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6768\u5b87\u5609\u7684\u7814\u7a76\u521b\u65b0\u6027\u7ed3\u5408\u4e86\u96c6\u6210\u5149\u82af\u7247\u4e0e\u7535\u5b50\u663e\u5fae\u955c\u4e24\u5927\u9886\u57df\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u5728\u7535\u955c\u4e2d\u4f7f\u7528\u975e\u7ebf\u6027\u96c6\u6210\u5149\u82af\u7247\u7814\u7a76\u4e86\u81ea\u7531\u7535\u5b50\u4e0e\u975e\u7ebf\u6027\u5149\u5b66\u6001\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u901a\u8fc7\u5b64\u5b50\u5149\u9891\u68b3\u5b9e\u73b0\u4e86\u8109\u51b2\u65f6\u95f4\u5c0f\u4e8e 100fs\u3001\u91cd\u590d\u9891\u7387\u8fbe\u5230 200GHz \u7684\u7535\u5b50\u675f\u8d85\u5feb\u8c03\u63a7\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8be5\u6280\u672f\u4ec5\u7528\u8fde\u7eed\u6fc0\u5149\u5668\u5373\u53ef\u8fbe\u5230\u98de\u79d2\u6fc0\u5149\u5668\u8c03\u63a7\u7535\u5b50\u675f\u7684\u8109\u51b2\u65f6\u95f4\uff0c\u540c\u65f6\u5c06\u91cd\u590d\u9891\u7387\u53ca\u7535\u5b50\u675f\u6d41\u63d0\u5347\u4e86\u56db\u4e2a\u6570\u91cf\u7ea7\u4ee5\u4e0a\uff0c\u6709\u671b\u7528\u4e8e\u5f00\u53d1\u4f4e\u6210\u672c\u3001\u9ad8\u6027\u80fd\u548c\u6613\u4e8e\u5b9e\u65bd\u7684\u65b0\u578b\u8d85\u5feb\u7535\u955c\u4e0e\u5fae\u578b\u7535\u5b50\u52a0\u901f\u5668\u3002\u6b64\u5916\uff0c\u8be5\u7814\u7a76\u8fd8\u9996\u6b21\u5c55\u793a\u4e86\u7535\u5b50\u663e\u5fae\u4e0e\u80fd\u8c31\u5728\u975e\u7ebf\u6027\u5149\u5b66\u7814\u7a76\u4e2d\u7684\u91cd\u8981\u4f5c\u7528\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u4ed6\u4e0e\u5408\u4f5c\u8005\u7814\u53d1\u4e86\u7535\u955c\u4e2d\u7684\u96c6\u6210\u5149\u5b66\u5fae\u8154\u4ea7\u751f\u7684\u76f8\u5173\u81ea\u7531\u7535\u5b50\u548c\u5149\u5b50\u5bf9\uff0c\u9996\u6b21\u63ed\u793a\u4e86\u5355\u5149\u5b50\u4e0e\u5355\u7535\u5b50\u5728\u80fd\u91cf\u548c\u65f6\u95f4\u4e0a\u7684\u76f8\u5173\u6027\uff0c\u5e76\u5c55\u793a\u5176\u5728\u4f4e\u566a\u58f0\u3001\u9ad8\u52a8\u6001\u8303\u56f4\u7684\u7535\u5b50\u663e\u5fae\u65b9\u6cd5\u4e2d\u7684\u5e94\u7528\u3002\u5e76\u4e14\uff0c\u5728\u540e\u7eed\u5de5\u4f5c\u4e2d\uff0c\u4ed6\u4e0e\u5408\u4f5c\u8005\u4e5f\u9a8c\u8bc1\u4e86\u81ea\u7531\u7535\u5b50\u4ea7\u751f\u7684\u91cf\u5b50\u5149\u5b66\u6001\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u7cbe\u5bc6\u6d4b\u91cf\u65b9\u5411\uff0c\u4ed6\u5229\u7528\u5149\u82af\u7247\u4e0a\u5149\u573a\u5bf9\u81ea\u7531\u7535\u5b50\u7684\u76f8\u4f4d\u8c03\u63a7\uff0c\u5b9e\u73b0\u4e86\u6a2a\u8de8\u5fae\u6ce2\u3001\u5149\u5b66\u548c\u81ea\u7531\u7535\u5b50\u7684\u9891\u7387\u94fe\u3002\u8fd9\u9879\u7814\u7a76\u8fde\u63a5\u4e86\u76f8\u5dee 1013 \u500d\u3001\u7531\u4e0d\u540c\u7269\u6001\u643a\u5e26\u7684\u9891\u7387\uff0c\u5e76\u7ed3\u5408\u4e86\u7535\u78c1\u6ce2\u548c\u81ea\u7531\u7535\u5b50\u7269\u8d28\u6ce2\u7684\u9891\u8c31\u5b66\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u540c\u65f6\uff0c\u8fd8\u5229\u7528\u8be5\u6280\u672f\u5f00\u53d1\u4e86\u81ea\u7531\u7535\u5b50\u80fd\u8c31\u4eea\u7684\u65b0\u578b\u7cbe\u5bc6\u6821\u51c6\u65b9\u6cd5\uff0c\u4e0d\u4f46\u5c06\u7cbe\u5ea6\u63d0\u5347\u7ea6 20 \u500d\uff0c\u8fd8\u80fd\u51c6\u786e\u6d4b\u91cf\u7535\u5b50\u80fd\u8c31\u4eea\u7684\u4e0d\u89c4\u5219\u6027\uff0c\u53ef\u7528\u4e8e\u8d85\u9ad8\u7cbe\u5ea6\u7535\u5b50\u80fd\u8c31\u7684\u6d4b\u91cf\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/97ed92865fcc41cba4962588bad5126d~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=QyJpsKaf2qfnfPlNtpjf1GHtOpk%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u901a\u8fc7\u53e3\u670d\u7ec6\u83cc\u751f\u7269\u6750\u6599\u66ff\u4ee3\u4f20\u7edf\u7684\u900f\u6790\uff0c\u5c06\u80be\u8870\u7aed\u6bd2\u7d20\u8f6c\u5316\u4e3a\u6c28\u57fa\u9178\uff0c\u5df2\u5728\u732a\u6a21\u578b\u4e2d\u5b9e\u73b0\u4e86 80% \u4ee5\u4e0a\u7684\u6bd2\u7d20\u6e05\u9664\u7387\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6d3b\u83cc\u5236\u5242\u662f\u8c03\u63a7\u4eba\u4f53\u83cc\u7fa4\u5931\u8861\u7684\u521b\u65b0\u7597\u6cd5\u3002\u7136\u800c\uff0c\u6211\u56fd\u5728\u6b64\u9886\u57df\u9762\u4e34\u4e25\u5cfb\u6311\u6218\uff1a\u6838\u5fc3\u83cc\u79cd\u4f9d\u8d56\u8fdb\u53e3\u3001\u57fa\u56e0\u6a21\u5757\u6280\u672f\u53d7\u6b27\u7f8e\u5784\u65ad\u3001\u4e34\u5e8a\u8f6c\u5316\u6ede\u540e\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u90d1\u8fea\u5a01\u63d0\u51fa\u751f\u7269\u6750\u6599\u8d4b\u80fd\u7ec6\u83cc\u6cbb\u7597\u7684\u65b0\u601d\u8def\u548c\u65b0\u65b9\u6cd5\uff0c\u5b9e\u73b0\u7624\u5185\u83cc\u7fa4\u91cd\u5851\u548c\u4ee3\u8c22\u7ea7\u8054\u8c03\u63a7\uff0c\u4e3a\u6d88\u5316\u9053\u80bf\u7624\u548c\u80be\u8870\u7aed\u7b49\u91cd\u5927\u75be\u75c5\u6cbb\u7597\u63d0\u4f9b\u65b0\u7b56\u7565\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u901a\u8fc7\u878d\u5408\u591a\u5b66\u79d1\u6280\u672f\uff0c\u4ed6\u6784\u5efa\u4e86\u57fa\u4e8e\u6750\u6599\u5b66\u3001\u5316\u5b66\u548c\u7269\u7406\u5b66\u7684\u7ec6\u83cc\u6539\u9020\u5de5\u5177\u7bb1\uff0c\u4ece\u4e9a\u7ed3\u6784\u3001\u5355\u83cc\u3001\u83cc\u7fa4\u7b49\u591a\u5c3a\u5ea6\u5bf9\u7ec6\u83cc\u8fdb\u884c\u9ad8\u6548\u548c\u7cbe\u51c6\u6539\u9020\uff1b\u9610\u660e\u4e86\u751f\u7269\u6750\u6599\u548c\u7ec6\u83cc\u7684\u4e92\u4f5c\u673a\u5236\uff0c\u63d0\u51fa\u6750\u6599\u7cbe\u51c6\u8c03\u63a7\u590d\u6742\u83cc\u7fa4\u7684\u7406\u5ff5\uff0c\u5efa\u7acb\u4e86\u8c03\u63a7\u7ec6\u83cc\u5728\u4f53\u5185\u5206\u5e03\u7684\u65f6\u7a7a\u8026\u5408\u6280\u672f\uff1b\u9762\u5411\u6076\u6027\u80bf\u7624\u3001\u4ee3\u8c22\u6027\u75be\u75c5\u7b49\uff0c\u63ed\u793a\u75be\u75c5\u548c\u7ec6\u83cc\u4e4b\u95f4\u7684\u4e92\u4f5c\u5173\u7cfb\uff0c\u9762\u5411\u4e34\u5e8a\u9700\u6c42\u63d0\u51fa\u4eff\u751f\u6ede\u7559\u3001\u957f\u6548\u9ecf\u9644\u7b49\u5242\u578b\u5316\u65b0\u7b56\u7565\uff0c\u521b\u5efa\u4e86\u4e00\u7cfb\u5217\u5b89\u5168\u3001\u9ad8\u6548\u3001\u591a\u529f\u80fd\u7684\u7ec6\u83cc\u751f\u7269\u6750\u6599\uff0c\u5e76\u5728\u91cd\u5927\u75be\u75c5\u7684\u6cbb\u7597\u9886\u57df\u53d6\u5f97\u521d\u6b65\u8fdb\u5c55\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8be5\u6280\u672f\u6709\u671b\u901a\u8fc7\u53e3\u670d\u5fae\u83cc\u7fa4\u66ff\u4ee3\u4f20\u7edf\u7684\u900f\u6790\uff0c\u5927\u5e45\u964d\u4f4e\u6cbb\u7597\u6210\u672c\uff0c\u5e76\u907f\u514d\u900f\u6790\u5f15\u53d1\u7684\u8179\u819c\u708e\u7b49\u81f4\u547d\u5e76\u53d1\u75c7\u3002\u76ee\u524d\uff0c\u8be5\u6280\u672f\u5df2\u5728\u732a\u6a21\u578b\u4e2d\u5b9e\u73b0\u4e86 80% \u4ee5\u4e0a\u7684\u6bd2\u7d20\u6e05\u9664\u7387\uff0c\u5177\u6709\u663e\u8457\u7684\u4e34\u5e8a\u8f6c\u5316\u6f5c\u529b\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u5916\uff0c\u4ed6\u63d0\u51fa\u4e86\u57fa\u4e8e\u8d28\u58c1\u5206\u79bb\u7684\u7ec6\u83cc\u6539\u9020\u6280\u672f\uff0c\u4ec5\u9700\u6c2f\u5316\u94a0\u7684\u8f85\u52a9\u4fbf\u53ef\u5c06\u529f\u80fd\u6027\u76ca\u751f\u5143\u4e0e\u76ca\u751f\u83cc\u878d\u5408\uff0c\u8d4b\u4e88\u76ca\u751f\u83cc\u66f4\u5f3a\u7684\u9ecf\u9644\u5b9a\u690d\u3001\u4ee3\u8c22\u589e\u6548\u7b49\u80fd\u529b\uff0c\u6709\u671b\u4e3a\u5de5\u7a0b\u83cc\u7684\u6784\u7b51\u5960\u5b9a\u65b0\u4e00\u4ee3\u8303\u5f0f\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/a9233b0ac5bd4357ac1dda02d20a0f22~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=WE7enTYByL9XYXVRNpXvqTTPvNw%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u63d0\u51fa\u521b\u65b0\u7684\u8d85\u590d\u6570\u53c2\u6570\u5316\u65b9\u6cd5\u63d0\u5347 AI \u6a21\u578b\u6548\u7387\uff0c\u5f00\u521b\u591a\u6a21\u6001\u601d\u7ef4\u94fe\uff08Multimodal-CoT\uff09\u589e\u5f3a\u590d\u6742\u63a8\u7406\uff0c\u5e76\u4f5c\u4e3a\u6838\u5fc3\u8d21\u732e\u8005\u63a8\u52a8\u4e86 Llama 3 \u548c Llama 4 \u7684\u8d85\u957f\uff08\u5343\u4e07 token\uff09\u4e0a\u4e0b\u6587\u4e0e\u591a\u6a21\u6001\u96c6\u6210\u6280\u672f\u7684\u53d1\u5c55\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u8ba9\u524d\u6cbf\u4eba\u5de5\u667a\u80fd\u60e0\u53ca\u6bcf\u4e00\u4e2a\u4eba\uff0c\u662f\u963f\u65af\u987f\u00b7\u5f20\u7684\u957f\u671f\u76ee\u6807\u3002\u4e3a\u6b64\uff0c\u4ed6\u5728 AI \u6548\u7387\u3001\u5f00\u6e90\u8d21\u732e\u7b49\u5173\u952e\u9886\u57df\u505a\u51fa\u4e86\u6770\u51fa\u8d21\u732e\uff0c\u81f4\u529b\u4e8e\u6253\u7834\u6280\u672f\u58c1\u5792\uff0c\u63a8\u52a8 AI \u6280\u672f\u7684\u666e\u53ca\u4e0e\u6c11\u4e3b\u5316\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u9762\u5bf9\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5de8\u5927\u7684\u8ba1\u7b97\u548c\u5b58\u50a8\u9700\u6c42\uff0c\u4ed6\u5f00\u521b\u6027\u5730\u63d0\u51fa\u4e86\u53c2\u6570\u5316\u7684\u8d85\u590d\u6570\u4e58\u6cd5\u6846\u67b6\u3002\u8be5\u65b9\u6cd5\u7a81\u7834\u4e86\u4f20\u7edf\u8d85\u590d\u6570\u8fd0\u7b97\uff08\u5982\u56db\u5143\u6570\uff09\u7684\u7ef4\u5ea6\u9650\u5236\uff0c\u80fd\u591f\u5728\u4e0d\u727a\u7272\u6a21\u578b\u8868\u8fbe\u80fd\u529b\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u4efb\u610f\u7ef4\u5ea6\uff081\/n\uff09\u7684\u53c2\u6570\u538b\u7f29\uff0c\u663e\u8457\u63d0\u5347 AI \u6a21\u578b\u7684\u6548\u7387\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u5728\u591a\u6a21\u6001\u63a8\u7406\u9886\u57df\uff0c\u9488\u5bf9\u65e9\u671f\u601d\u7ef4\u94fe\uff08CoT\uff09\u7814\u7a76\u4e3b\u8981\u5c40\u9650\u4e8e\u8bed\u8a00\u6a21\u6001\u7684\u4e0d\u8db3\uff0c\u5f20\u535a\u58eb\u4e8e 2023 \u5e74\u63d0\u51fa\u4e86\u591a\u6a21\u6001\u601d\u7ef4\u94fe\uff08Multimodal-CoT\uff09\u3002\u8be5\u65b9\u6cd5\u521b\u65b0\u6027\u5730\u5c06\u8bed\u8a00\uff08\u6587\u672c\uff09\u548c\u89c6\u89c9\uff08\u56fe\u50cf\uff09\u6a21\u6001\u878d\u5165\u4e00\u4e2a\u4e24\u9636\u6bb5\u6846\u67b6\uff0c\u5206\u79bb\u4e86\u57fa\u672c\u539f\u7406\u751f\u6210\u548c\u7b54\u6848\u63a8\u65ad\u8fc7\u7a0b\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u7b54\u6848\u63a8\u65ad\u80fd\u591f\u5229\u7528\u57fa\u4e8e\u591a\u6a21\u6001\u4fe1\u606f\u751f\u6210\u7684\u66f4\u4f18\u8d28\u57fa\u672c\u539f\u7406\uff0c\u6709\u6548\u7f13\u89e3\u4e86\u6a21\u578b\u7684\u5e7b\u89c9\u95ee\u9898\u5e76\u63d0\u5347\u4e86\u6536\u655b\u901f\u5ea6\u3002\u5728 ScienceQA \u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5176\u53c2\u6570\u91cf\u5c0f\u4e8e 10 \u4ebf\u7684\u6a21\u578b\u53d6\u5f97\u4e86\u5f53\u65f6\u7684\u9886\u5148\u6027\u80fd\uff0c\u4e3a\u590d\u6742\u591a\u6a21\u6001\u63a8\u7406\u4efb\u52a1\u63d0\u4f9b\u4e86\u91cd\u8981\u601d\u8def\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6b64\u5916\uff0c\u4f5c\u4e3a Meta Llama 3 \u548c Llama 4 \u5f00\u6e90\u5927\u6a21\u578b\u7684\u6838\u5fc3\u8d21\u732e\u8005\uff0c\u4ed6\u5728\u63a8\u8fdb\u5927\u89c4\u6a21 AI \u7684\u53ef\u8bbf\u95ee\u6027\u65b9\u9762\u53d1\u6325\u4e86\u5173\u952e\u4f5c\u7528\uff0c\u4e0d\u4ec5\u53c2\u4e0e\u4e86\u6a21\u578b\u7684\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\uff0c\u8fd8\u4e3b\u5bfc\u4e86\u8d85\u957f\uff08\u5343\u4e07 token\uff09\u4e0a\u4e0b\u6587\u80fd\u529b\u7684\u7814\u53d1\uff0c\u5e76\u5bf9\u6570\u636e\u9884\u5904\u7406\u3001\u591a\u6a21\u6001\u80fd\u529b\u96c6\u6210\u548c\u63a8\u7406\u4f18\u5316\u7b49\u65b9\u9762\u505a\u51fa\u4e86\u91cd\u8981\u8d21\u732e\u3002Llama \u6a21\u578b\u53d1\u5e03\u540e\u8fc5\u901f\u6210\u4e3a\u5168\u7403\u5f00\u53d1\u8005\u793e\u533a\u7684\u7126\u70b9\uff0c\u5176\u6781\u9ad8\u7684\u5f00\u653e\u6027\u548c\u6027\u80fd\u8868\u73b0\u4e3a\u6253\u7834\u5148\u8fdb AI \u6a21\u578b\u7684\u4e13\u6709\u58c1\u5792\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u66ff\u4ee3\u65b9\u6848\u3002<\/span><\/span><\/p><div><img src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/23df42dada7a46dbb0496a89ba5fc54f~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=MOhwXnfjDpsfmgnKJPLCMIqwY1w%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u901a\u8fc7\u8de8\u7269\u79cd\u9012\u9001\uff0c\u9996\u6b21\u5c06\u690d\u7269\u5929\u7136\u5149\u5408\u4f5c\u7528\u7cfb\u7edf\u690d\u5165\u54fa\u4e73\u52a8\u7269\u7ec6\u80de\u5185\uff0c\u4e3a\u5176\u63d0\u4f9b\u80fd\u91cf\uff0c\u5e76\u5728\u8870\u8001\u9000\u884c\u6027\u75be\u75c5\u9aa8\u5173\u8282\u708e\u7684\u6cbb\u7597\u4e2d\u663e\u793a\u51fa\u826f\u597d\u7684\u4e34\u5e8a\u5e94\u7528\u524d\u666f\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u7ec6\u80de\u80fd\u91cf\u4ee3\u8c22\u969c\u788d\u662f\u8fd0\u52a8\u7cfb\u7edf\u635f\u4f24\u53ca\u9000\u53d8\u76f8\u5173\u75be\u75c5\u6700\u6839\u672c\u7684\u5171\u6027\u539f\u56e0\uff0c\u4f46\u4e00\u76f4\u4ee5\u6765\uff0c\u4eba\u7c7b\u5bf9\u7ec6\u80de\u80fd\u91cf\u4ee3\u8c22\u53ca\u8c03\u63a7\u673a\u5236\u4ecd\u7f3a\u4e4f\u4e86\u89e3\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u6797\u8d24\u4e30\u4e3b\u8981\u805a\u7126\u8fd0\u52a8\u7cfb\u7edf\u75be\u75c5\u4e2d\u7ec6\u80de\u635f\u4f24\u3001\u9000\u53d8\u4e43\u81f3\u6b7b\u4ea1\u8fc7\u7a0b\u4e2d\u7684\u80fd\u91cf\u4ee3\u8c22\u53ca\u8c03\u63a7\u673a\u5236\uff0c\u81f4\u529b\u4e8e\u901a\u8fc7\u80fd\u91cf\u9012\u9001\u6539\u53d8\u75c5\u53d8\u8fdb\u7a0b\uff0c\u8fdb\u800c\u5b9e\u73b0\u5bf9\u7279\u5b9a\u75be\u75c5\u7684\u7cbe\u51c6\u6cbb\u7597\u3002<\/span><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: #A3A3A3;\">\u53d7\u201c\u5927\u529b\u6c34\u624b\u5403\u83e0\u83dc\u201d\u7684\u6545\u4e8b\u542f\u53d1\uff0c\u4ed6\u5e26\u9886\u56e2\u961f\u53d1\u73b0\u751f\u547d\u4f53\u8fdb\u5316\u8fc7\u7a0b\u4e2d\u7684\u201c\u80fd\u91cf\u8d27\u5e01\u201d\u548c\u201c\u7269\u8d28\u8d27\u5e01\u201d\u2014\u2014ATP \u548c 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src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/6a2e81abf7094798b2d97e16017b0be6~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=GdpA6DsnRC%2F9%2BBNjr3PPEQQaghw%3D\"\/><a><\/a><p><span style=\"letter-spacing: 1px;\"><strong><span style=\"color: rgb(14, 23, 50); --tt-darkmode-color: #94A2CE;\">\u4ed6\u5f00\u53d1\u4e86\u539f\u5b50\u5206\u8fa8\u4e09\u7ef4\u7535\u5b50\u6210\u50cf\u6280\u672f\uff0c\u80fd\u7cbe\u786e\u83b7\u5f97\u6750\u6599\u4e2d\u6bcf\u4e00\u4e2a\u539f\u5b50\u7684\u4e09\u7ef4\u4f4d\u7f6e\u548c\u79cd\u7c7b\uff0c\u4e3a\u672a\u6765\u7eb3\u7c73\u80fd\u6e90\u6750\u6599\u7684\u8bbe\u8ba1\u63d0\u4f9b\u6307\u5bfc\u3002<\/span><\/strong><\/span><\/p><p><span style=\"letter-spacing: 1px;\"><span style=\"--tt-darkmode-color: 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style=\"--tt-darkmode-color: #A3A3A3;\">\u6768\u5c27\u591a\u5e74\u6765\u4e13\u6ce8\u4e8e\u80fd\u6e90\u6750\u6599\u548c\u7535\u5b50\u663e\u5fae\u5b66\u9886\u57df\uff0c\u4ed6\u5f00\u53d1\u7684\u539f\u5b50\u5206\u8fa8\u4e09\u7ef4\u7535\u5b50\u6210\u50cf\u6280\u672f\uff08AET\uff0cAtomic Electron 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src=\"https:\/\/p3-sign.toutiaoimg.com\/tos-cn-i-6w9my0ksvp\/e2f6e9576371486fb4ca02403d36bcbc~tplv-obj.image?lk3s=ef143cfe&amp;traceid=20250523221110DE3D85BA4C03F07BCE07&amp;x-expires=2147483647&amp;x-signature=xg4dsyH2iHXJz1%2F2J3pRIySgHjk%3D\"\/><a><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>","content_en":null,"content_all":null,"article_url":"http:\/\/www.sciphi.cn\/article\/view\/14821","typeName":"35\u5c81\u4ee5\u4e0b\u79d1\u6280\u521b\u65b035\u4eba"},"code":10000,"message":"\u6210\u529f"}