{"id":1149,"date":"2025-12-29T10:00:00","date_gmt":"2025-12-29T02:00:00","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=1149"},"modified":"2025-12-26T18:04:12","modified_gmt":"2025-12-26T10:04:12","slug":"2025ai%e7%9b%98%e7%82%b9%ef%bc%9a10%e5%a4%a7%e6%9a%b4%e8%ae%ba","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/12\/29\/1149\/","title":{"rendered":"2025AI\u76d8\u70b9\uff1a10\u5927\u201c\u66b4\u8bba\u201d"},"content":{"rendered":"\n<p>\u5341\u53e5\u8bdd\uff0c\u770b\u6e05 2025 AI \u7684\u8352\u8bde\u4e0e\u771f\u76f8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u4e00\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201c\u6709\u4e00\u79cd\u65b0\u7684\u7f16\u7a0b\u65b9\u5f0f\uff0c\u6211\u53eb\u5b83vibe coding\u3002<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4f60\u628a\u81ea\u5df1\u5b8c\u5168\u4ea4\u7ed9\u611f\u89c9\uff0c\u62e5\u62b1\u6307\u6570\u589e\u957f\uff0c\u5fd8\u8bb0\u4ee3\u7801\u672c\u8eab\u7684\u5b58\u5728\u3002\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014Andrej Karpahy<\/p>\n\n\n\n<p>\u5e74\u521d\uff0c\u7845\u8c37\u4eba\u6c11\u7cbe\u795e\u5bfc\u5e08Andrej Karpahy \u7684\u8fd9\u6761\u63a8\u7279\u5f15\u53d1\u4e86\u6301\u7eed\u81f3\u4eca\u7684AGI\u9020\u8bcd\u8fd0\u52a8\u3002\u8d77\u521d\u4eba\u4eec\u4ee5\u4e3a\u4ed6\u8bf4\u7684\u53ea\u662fCoding\uff0c\u4f46\u5f88\u5febVibe\u4fbf\u5360\u9886\u4e86AGI\u7684\u6bcf\u4e00\u4e2a\u89d2\u843d\u3002\u4eceVibe Coding\u5230Vibe Design\u3001Vibe Marketing\uff0c\u6700\u540e\u53d8\u6210\u4e86Vibe Everything\u2026\u2026<\/p>\n\n\n\n<p>\u6709\u4eba\u559c\u6b22\u5b83\uff0c\u8ba4\u4e3aVibe\u4ee3\u8868\u4e86\u4e00\u79cd\u8033\u76ee\u4e00\u65b0\u7684\u4ea7\u54c1\u7406\u5ff5\uff0c\u5f70\u663e\u4e86\u4e00\u79cd\u9762\u5411\u672a\u6765\u7684AI\u80fd\u529b\uff0c\u5448\u73b0\u4e86\u4eba\u4e0eAI\u548c\u8c10\u5171\u5b58\u7684\u7f8e\u597d\u613f\u666f\uff1b\u4f46\u4e5f\u6709\u4eba\u538c\u6076\u5b83\uff0c\u8ba4\u4e3aVibe\u4ee3\u8868\u4e86\u4e00\u79cd\u4f3c\u662f\u800c\u975e\u7684\u8bed\u8a00\u6cdb\u6ee5\uff0c\u4f1a\u6a21\u7cca\u6389AI\u4ea7\u54c1\u771f\u6b63\u91cd\u8981\u7684\u4e1c\u897f\uff0c\u5f62\u6210\u4e00\u79cd\u201c\u505a\u4f5c\u201d\u7684\u5c0f\u5708\u5b50\u6587\u5316\u3002<\/p>\n\n\n\n<p>Vibe\u8bcd\u8bed\u4ece\u4e00\u5f00\u59cb\u8fc7\u4e8e\u7406\u60f3\uff0c\u5b83\u9ad8\u4f30\u4e86\u76ee\u524dAI\u7684\u80fd\u529b\uff0c\u4f4e\u4f30\u4e86\u4eba\u7c7b\u79ef\u7d2f\u7684\u4e13\u4e1a\u95e8\u69db\u3002\u8fd9\u8ba9\u4eba\u4eec\u4ece\u80fd\u529b\u5c42\u9762\u8d8a\u6765\u8d8a\u5fd8\u8bb0\u5b83\uff0c\u4f46\u5374\u4f9d\u7136\u820d\u4e0d\u5f97\u5728\u53d9\u4e8b\u5c42\u9762\u5272\u820d\u5b83\u3002\u65e0\u8bba\u5982\u4f55\uff0cVibe\u7684\u8bba\u8c03\u4ece\u8bde\u751f\u4f0a\u59cb\u4fbf\u62e5\u6709\u4e86\u5f3a\u70c8\u7684\u751f\u547d\u529b\uff0c\u5e26\u6709\u4e00\u79cd\u98a0\u8986\u6027\u6c14\u8d28\u7684\u66b4\u8bba\u5e95\u8272\uff0c\u8fce\u5408\u4e86\u4eba\u4eec\u5bf9\u5927\u65f6\u4ee3\u53d8\u9769\u7684\u53d9\u4e8b\u51b2\u52a8\u3002\u60f3\u5fc5\uff0cVibe\u8fd9\u4e2a\u8bcd\u5728\u660e\u5e74\u8fd8\u5c06\u7ee7\u7eed\u966a\u4f34\u6211\u4eec\u3002<\/p>\n\n\n\n<p>\u613f\u4f60\u521a\u521a\u5ea6\u8fc7\u4e86Vibe\u7684\u4e00\u5e74\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_883d8ca3147b4a0bb77d47b1723ffa9d@5091053_oswg245160oswg750oswg454_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u4e8c\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201c\u6211\u4eec\u5728\u6279\u91cf\u9000\u51fa\u4eba\u5f62\u673a\u5668\u4eba\u9879\u76ee\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014\u6731\u5578\u864e<\/p>\n\n\n\n<p>3\u6708\uff0c\u6731\u5578\u864e\u4e00\u53e5\u201c\u6279\u91cf\u9000\u51fa\u4eba\u5f62\u673a\u5668\u4eba\u9879\u76ee\u201d\uff0c\u62c9\u5f00\u4e86\u4e00\u573a\u5bf9\u4eba\u5f62\u673a\u5668\u4eba\u6ce1\u6cab\u65f7\u65e5\u6301\u4e45\u5927\u8ba8\u8bba\u7684\u5e8f\u5e55\u3002<\/p>\n\n\n\n<p>\u4f46\u4eba\u5f62\u673a\u5668\u4eba\u7684\u94a2\u94c1\u811a\u6b65\u4e0d\u4f1a\u56e0\u4e3a\u6731\u5578\u864e\u7684\u5927\u5634\u505c\u4e0b\u3002\u56de\u770b2025\uff0c\u4eca\u5e74\u4f9d\u7136\u662f\u4eba\u5f62\u673a\u5668\u4eba\u4f30\u503c\u5927\u6da8\u7684\u4e00\u5e74\uff0c\u6731\u5578\u864e\u629b\u552e\u5728\u4e86\u4e3b\u5347\u6d6a\u7684\u524d\u591c\u3002\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u8d44\u91d1\u6d8c\u5165\uff0c\u6731\u5578\u864e\u5bf9\u8fc7\u53bb\u7684\u5224\u65ad\u4e5f\u66f4\u52a0\u201c\u5634\u201d\u4e0b\u7559\u60c5\uff0c\u8f6c\u800c\u7528\u201c\u6211\u4eec\u770b\u4e0d\u61c2\u201d\u6765\u8c26\u865a\u56de\u5e94\u3002<\/p>\n\n\n\n<p>\u4f46\u201c\u6ce1\u6cab\u8bba\u201d\u7684\u9634\u5f71\u5176\u5b9e\u4ece\u6765\u6ca1\u6709\u6d88\u6563\u8fc7\uff0c\u751a\u81f3\u4e00\u4e9b\u77e5\u540d\u4eba\u5f62\u673a\u5668\u4eba\u516c\u53f8\u7684\u521b\u59cb\u4eba\u4e5f\u591a\u6b21\u79c1\u4e0b\u627f\u8ba4\u8fc7\u76ee\u524d\u7684\u8d44\u672c\u6ce1\u6cab\uff0c\u8f6c\u800c\u91c7\u7528\u66f4\u52a0\u4fdd\u5b88\u7684\u8d44\u91d1\u6d88\u8017\u7b56\u7565\uff0c\u9009\u62e9\u5728\u201c\u672c\u4f53\u201d\u4fa7\u7ade\u4e89\uff0c\u800c\u5728\u201c\u5927\u8111\u201d\u4fa7\u8ddf\u968f\u3002\u800c\u4eca\u5e74\u4eba\u5f62\u673a\u5668\u4eba\u516c\u53f8\uff0c\u5bf9\u201c\u573a\u666f\u201d\u7684\u6267\u5ff5\u8ffd\u6c42\uff0c\u4e5f\u8fdc\u8d85\u53bb\u5e74\u3002\u201c\u8ba2\u5355PR\u201d\u751a\u81f3\u6210\u4e3a\u4e86\u6bd4\u201c\u878d\u8d44PR\u201d\u66f4\u91cd\u8981\u7684\u58f0\u91cf\u7ade\u4e89\u3002<\/p>\n\n\n\n<p>\u4f46\u5728\u6d77\u91cf\u8ba2\u5355\u4e0b\uff0c12\u6708\u7684\u673a\u5668\u4eba\u5546\u4e1a\u5316\u573a\u666f\u7ed3\u6784\u5e76\u6ca1\u6709\u4e0e3\u6708\u6709\u672c\u8d28\u7684\u5dee\u522b\u3002\u5177\u8eab\u8d5b\u9053\u6700\u901a\u7545\u7684\u573a\u666f\u4f9d\u7136\u662f\u6559\u80b2\u3001\u821e\u8e48\u6f14\u51fa\u3002\u552f\u4e00\u6709\u7834\u5708\u8d8b\u52bf\u7684\u662fAI\u966a\u4f34\uff0c\u4e0d\u8fc7\u8be5\u8d5b\u9053\u7684\u4e3b\u529b\u4ea7\u54c1\u81f3\u4eca\u4f9d\u7136\u4e0d\u662f\u4eba\u5f62\u3002<\/p>\n\n\n\n<p>\u7ad9\u5728\u5e74\u5e95\u770b\u5e74\u521d\uff0c\u5546\u4e1a\u5316\u53ef\u80fd\u672a\u5fc5\u662f\u4eba\u5f62\u673a\u5668\u4eba\u9886\u57df\u7684\u9996\u8981\u76ee\u6807\u3002\u5982\u679c\u5bf9\u5546\u4e1a\u5316\u7684\u5173\u6ce8\u8fc7\u5ea6\uff0c\u6216\u8bb8\u53cd\u800c\u4f1a\u62d6\u6162\u5546\u4e1a\u5316\u7684\u65f6\u95f4\u8868\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_cf931462d7534b609d2c427eb6a09ee3@5091053_oswg381658oswg750oswg450_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u4e09\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201cPrompt Engineering is Dead.<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Long Live Context Engineering\u201d<\/strong><\/h2>\n\n\n\n<p>\u201cPrompt Engineering is Dead\u201d \u4e0d\u662f\u4e00\u4e2a\u964c\u751f\u7684\u8bba\u8c03\u3002\u57282023-24\u5e74\u95f4,\u5305\u62ecOpenAI\u3001DeepMind\u7b49\u4e0d\u65ad\u6709\u5b66\u8005\u673a\u6784\u63d0\u51fa\u76f8\u4f3c\u7684\u89c2\u70b9\u3002\u5c24\u5176\u662f 2024\u5e74 IEEE Spectrum \u76f4\u63a5\u4ee5\u300aAI Prompt Engineering is Dead\u300b\u6b64\u4e3a\u6807\u9898\u64b0\u5199\u4e86\u4e00\u7bc7\u6587\u7ae0\uff0c\u5c06\u8fd9\u4e2a\u8bba\u65ad\u63a8\u5411\u4e86\u5f88\u591a\u4eba\u7684\u89c6\u91ce\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\u90a3\u7bc7\u6587\u7ae0\u6709\u4e2a\u5f88\u6709\u610f\u601d\u7684\u526f\u6807\u9898\uff0c\u201cLong live AI prompt engineering\u201d\u3002\u4e24\u53e5\u8bdd\u8fde\u8d77\u6765\uff0c\u501f\u4f4d\u7684\u662f\u90a3\u53e5\u8457\u540d\u7684\u201cThe King is dead. Long live the King\u201d\u3002\u5176\u5b9e\u6574\u7bc7\u5b83\u60f3\u8bf4\u7684\u662f\uff0cprompt\u8fd9\u4ef6\u4e8b\u60c5\u672c\u8eab\u4e5f\u5e94\u8be5\u4ea4\u7ed9AI\u6765\u5e72\u3002<\/p>\n\n\n\n<p>\u4eca\u5929Prompt engineering\u597d\u50cf\u5df2\u7ecf\u50cf\u662f\u4e0a\u4e2a\u4e16\u7eaa\u7684\u4e8b\u60c5\u4e86\u3002\u4f46\u51a5\u51a5\u4e2d\uff0c\u4eba\u4eec\u597d\u50cf\u4e00\u76f4\u5728\u60f3\u7ed9\u8fd9\u53e5\u8bdd\u627e\u5b83\u7684\u4e0b\u534a\u53e5\u8bdd\u3002\u800c\u76f4\u5230Context Engineering\u51fa\u73b0\uff0c\u8fd9\u53e5\u8bdd\u624d\u7b97\u771f\u7684\u5b9e\u73b0\u4e86\u5b8c\u6ee1\uff0c\u4e5f\u8ba9context engineering\u5feb\u901f\u6210\u4e3a\u4e86\u98ce\u9761\u884c\u4e1a\u7684\u70ed\u8bcd\u3002<\/p>\n\n\n\n<p>\u76f8\u6bd4\u4e8ePrompt\uff0cContext\u66f4\u5e7f\u9614\u4e5f\u66f4\u7cfb\u7edf\u3002\u5b83\u4e0d\u4ec5\u5305\u542b\u4e86\u63d0\u793a\u8bcd\uff0c\u66f4\u56ca\u62ec\u4e86\u4efb\u52a1\u9700\u8981\u7684\u4e00\u5207\u80cc\u666f\u4fe1\u606f\u3001\u5de5\u5177\u80fd\u529b\u3001\u751a\u81f3\u6570\u636e\u7684\u683c\u5f0f\u7ed3\u6784\u3002\u8bb8\u591aAgent\u548cInfra\u4eca\u5e74\u80fd\u62ff\u5230\u94b1\uff0c\u5927\u6982\u90fd\u8981\u5f52\u529f\u4e8e\u8fd9\u53e5\u8bdd\u3002\u56e0\u4e3a\u5b83\u7684\u53d9\u4e8b\u6210\u529f\u5ba2\u89c2\u4e0a\u8ba9\u5f88\u591a\u8d44\u672c\u770b\u5230\u4e86\u521b\u4e1a\u516c\u53f8\u4e0e\u5de8\u5934\u4e4b\u95f4\u7684\u6f5c\u5728\u62a4\u57ce\u6cb3\uff0c\u4e5f\u63a8\u52a8\u4e86\u5305\u62ec\u8bb0\u5fc6\u5728\u5185\u7684\u8bf8\u591a\u5de5\u5177\u7c7b\u4ea7\u54c1\u7684\u5f00\u53d1\u3002<\/p>\n\n\n\n<p>Prompt\u5176\u5b9e\u4e5f\u6ca1\u6709\u771f\u7684\u6b7b\uff0c\u5b83\u6362\u4e86\u4e00\u4e2a\u66f4\u5927\u7684\u8eab\u4f53\u65b0\u751f\uff0c\u5b83\u7684\u4e00\u4e9b\u6545\u4e8b\u4e5f\u8fd8\u5c06\u7ee7\u7eed\u2014\u2014\u5728\u8d85\u7ea7\u6a21\u578b\u667a\u80fd\u7684\u5916\u9762\uff0c\u5230\u5e95\u80fd\u7559\u7ed9\u5176\u4ed6\u4eba\u591a\u5c11\u751f\u5b58\u7a7a\u95f4\uff1f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u56db\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201cVLA\u662f\u76f8\u5bf9\u6bd4\u8f83\u50bb\u74dc\u5f0f\u7684\u67b6\u6784\u3002<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u673a\u5668\u4eba\u6700\u5927\u7684\u95ee\u9898\u662f\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u6570\u636e\u3002\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014\u738b\u5174\u5174<\/p>\n\n\n\n<p>\u57282025\u5e748\u6708\u7684\u4e16\u754c\u673a\u5668\u4eba\u5927\u4f1a\u4e0a\uff0c\u56e0\u4e3a\u8fd9\u53e5\u8bdd\uff0c\u738b\u5174\u5174\u5dee\u70b9\u4ece\u201c\u884c\u4e1a\u82f1\u96c4\u201d\u53d8\u6210\u4e86\u201c\u5177\u8eab\u516c\u654c\u201d\u3002<\/p>\n\n\n\n<p>\u56e0\u4e3a\u8fd9\u76c6\u51b7\u6c34\u6cfc\u5f97\u8fc7\u4e8e\u72e0\u8fa3\u3002\u5982\u679cVLA\u4e0d\u662fLLM\uff0c\u65e0\u6cd5\u5b9e\u73b0Scaling Law\uff0c\u90a3\u4e48\u884c\u4e1a\u4e2d\u5f88\u591a\u6295\u8d44\u7684\u5e95\u5c42\u903b\u8f91\u57fa\u7840\u5c31\u5f7b\u5e95\u88ab\u98a0\u8986\u4e86\u3002\u4ee5\u81f3\u4e8e\u6709\u4eba\u6279\u8bc4\u5b87\u6811\u201c\u8fc7\u6cb3\u62c6\u6865\u201d\uff0c\u81ea\u5df1\u4e0d\u505a\uff0c\u4e5f\u4e0d\u8ba9\u522b\u4eba\u505a\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\uff0c\u56f4\u7ed5\u7740\u6570\u636e\u4e0e\u6a21\u578b\u5173\u7cfb\u7684\u5927\u8bba\u6218\u8fd8\u4f9d\u7136\u5982\u706b\u5982\u837c\uff0c\u800c\u4e14\u4ece\u5177\u8eab\u9886\u57df\u4e00\u76f4\u70e7\u5230LLM\uff0c\u751a\u81f3\u90e8\u5206\u5448\u73b0\u4e86\u201c\u6df7\u53cc\u201d\u7684\u7279\u5f81\u3002\u5728\u5177\u8eab\u8d5b\u9053\u4e0a\uff0c\u6700\u8fd1\u51e0\u4e2a\u6708\u4e16\u754c\u6a21\u578b\u548c\u5927\u5c0f\u8111\u90fd\u5f02\u519b\u7a81\u8d77\uff0c\u4e24\u8005\u4e0eVLA\u6a21\u578b\u4ea4\u9519\u5728\u4e00\u8d77\uff0c\u65e2\u662f\u540e\u8005\u7684\u8865\u4e01\u548c\u5ef6\u4f38\uff0c\u4e5f\u5b58\u5728\u4e00\u5b9a\u7684\u7ade\u4e89\u5173\u7cfb\u3002\u800c\u5728\u6570\u636e\u5c42\u9762\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u6570\u636e\u91c7\u96c6\u5de5\u5382\u548c\u6570\u636e\u96c6\u7684\u63a2\u7d22\u51fa\u73b0\uff0c\u5e0c\u671b\u4ee5\u6b64\u89e3\u51b3\u6570\u636e\u7d27\u7f3a\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4eca\u5929\u518d\u770b\u8fd9\u6761\u65b0\u95fb\uff0c\u6211\u66f4\u5927\u7684\u611f\u89e6\u53ef\u80fd\u662f\uff1a\u81f3\u5c11\u534a\u5e74\u524d\u5177\u8eab\u5927\u8111\u7684\u4e89\u5435\u8fd8\u5728\u56fd\u5185\u5177\u8eab\u7684\u884c\u4e1a\u91cc\uff0c\u800c\u4eca\u5929\u4eba\u4eec\u597d\u50cf\u6b63\u5728\u628a\u201c\u7269\u7406\u5927\u8111\u201d\u7684\u76ee\u5149\u4ece\u4ed6\u4eec\u8eab\u4e0a\u79fb\u8d70\uff0c\u8f6c\u800c\u6295\u5411\u4e86\u66f4\u6fc0\u8fdb\u7684\u5934\u90e8\u6d77\u5916\u5177\u8eab\u516c\u53f8\u4e0eLLM\u884c\u4e1a\u51fa\u6765\u7684\u4e16\u754c\u6a21\u578b\u521b\u4e1a\u8005\u4eec\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_a36d98535f6e4d6ea4f34a41946e29fe@5091053_oswg479668oswg750oswg421_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u4e94\uff09\u201c\u4e2d\u56fd\u5c06\u8d62\u5f97\u4eba\u5de5\u667a\u80fd\u7ade\u8d5b\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014\u9ec4\u4ec1\u52cb<\/p>\n\n\n\n<p>11\u6708\uff0c\u9ec4\u4ec1\u52cb\u5728\u300a\u91d1\u878d\u65f6\u62a5\u300b\u5cf0\u4f1a\u4e0a\u505a\u4e86\u5982\u4e0a\u8868\u6001\u3002<\/p>\n\n\n\n<p>\u5728\u8fc7\u53bb\u4e00\u5e74\uff0c\u4ed6\u53ef\u80fd\u662f\u5168\u7845\u8c37\u6700\u5173\u5fc3\u4e2d\u56fd\u7684\u4f01\u4e1a\u5bb6\u3002\u4ed6\u591a\u6b21\u5f80\u8fd4\u4e2d\u7f8e\uff0c\u5728\u5a92\u4f53\u4e0a\u9891\u7e41\u5c31\u4e2d\u56fd\u7684AI\u95ee\u9898\u8868\u6001\u3002\u5728\u8fc7\u53bb\u51e0\u5e74\u65f6\u95f4\u91cc\uff0c\u56e0\u4e3a\u767d\u5bab\u5bf9\u534e\u5236\u88c1\uff0c\u82f1\u4f1f\u8fbe\u53ef\u80fd\u95f4\u63a5\u635f\u5931\u4e86\u6570\u767e\u4ebf\u7f8e\u5143\u7684\u8425\u6536\uff0c\u5e76\u5c06\u5728\u672a\u6765\u5931\u53bb\u66f4\u591a\u3002\u800c\u4f5c\u4e3a\u5168\u7403\u6700\u5927\u7684AI\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\uff0c\u4e94\u4e07\u4ebf\u7f8e\u5143\u5e02\u503c\u7684\u62e5\u6709\u8005\uff0c\u82f1\u4f1f\u8fbe\u7684\u8868\u6001\u53c8\u503c\u5f97\u6240\u6709\u4eba\u91cd\u89c6\u3002<\/p>\n\n\n\n<p>\u6709\u4eba\u8ba4\u4e3a\u8fd9\u662f\u9ec4\u4ec1\u52cb\u7684\u771f\u5fc3\u8bdd\u3001\u7f8e\u56fd\u7248\u7684\u201c\u76db\u4e16\u5371\u8a00\u201d\u2014\u2014\u4e2d\u56fd\u5177\u6709\u6700\u5927\u89c4\u6a21\u7684\u5f00\u53d1\u8005\u7fa4\u4f53\u3001\u6700\u5927\u7684\u4e92\u8054\u7f51\u6d88\u8d39\u5e02\u573a\u3001\u6700\u597d\u7684\u7535\u529b\u57fa\u5efa\u8bbe\u65bd\u4ee5\u53ca\u9002\u5ea6\u79ef\u6781\u7684\u653f\u7b56\u73af\u5883\u3002\u76ee\u524d\u4e2d\u56fd\u5728\u5f00\u6e90\u751f\u6001\u7684\u6210\u5c31\u5df2\u7ecf\u8db3\u4ee5\u8bc1\u660e\u4e00\u5207\uff0c\u800c\u8fd9\u4e9b\u6210\u5c31\u90fd\u662f\u5728\u5236\u88c1\u4e2d\u5b9e\u73b0\u7684\uff0c\u8fd9\u8db3\u4ee5\u8bf4\u660e\u5236\u88c1\u4e0d\u80fd\u963b\u6b62\u4e2d\u56fd\u7684AI\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\u4e5f\u6709\u4eba\u8ba4\u4e3a\uff0c\u9ec4\u4ec1\u52cb\u7684\u4e3b\u8981\u76ee\u7684\u4f9d\u7136\u662f\u901a\u8fc7\u5bf9\u7f8e\u56fd\u653f\u5e9c\u65bd\u538b\uff1a\u4e00\u65b9\u9762\uff0c\u201c\u4e2d\u56fd\u7126\u8651\u201d\u53ef\u4ee5\u8ba9\u82f1\u4f1f\u8fbe\u83b7\u5f97\u66f4\u591a\u7684\u653f\u7b56\u5173\u6ce8\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5f3a\u5316\u4e2d\u56fd\u7684\u5f62\u8c61\uff0c\u4e5f\u53ef\u4ee5\u8ba9\u534e\u76db\u987f\u653e\u5f03\u201c\u56f4\u5835\u201d\u7684\u5e7b\u60f3\uff0c\u4ece\u800c\u8ba9\u82f1\u4f1f\u8fbe\u7684\u9876\u7ea7\u4ea7\u54c1\u53ef\u4ee5\u91cd\u65b0\u8fdb\u5165\u5230\u4e2d\u56fd\u5e02\u573a\u3002\u6bd5\u7adf\u5982\u679c\u4e2d\u7f8e\u5927\u6a21\u578b\u6ce8\u5b9a\u662f\u8981\u5e73\u5206\u79cb\u8272\u7684\uff0c\u90a3\u4e0d\u5982\u8ba9\u82f1\u4f1f\u8fbe\u7ee7\u7eed\u4fdd\u6301\u5168\u7403\u7684\u9886\u5bfc\u5730\u4f4d\u3002<\/p>\n\n\n\n<p>\u4f46\u65e0\u8bba\u9ec4\u4ec1\u52cb\u7684\u771f\u5b9e\u770b\u6cd5\u5982\u4f55\uff0c\u8fd9\u756a\u8bb2\u8bdd\u6298\u5c04\u51fa\u4e86\u5b9e\u5b9e\u5728\u5728\u7684\u5168\u7403AI\u7ade\u4e89\u73b0\u72b6\uff1a<\/p>\n\n\n\n<p>\u4e2d\u56fd\u4e0e\u7f8e\u56fd\u6b63\u5728\u6210\u4e3aAI\u4f53\u7cfb\u5316\u7ade\u8d5b\u7684\u4e3b\u5bfc\u8005\uff0c\u800c\u7f8e\u56fd\u975e\u5e38\u5728\u4e4e\u8fd9\u573a\u6bd4\u8d5b\u7684\u8f93\u8d62\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_78d310aac96e45b59f4dcd525a73e4ee@5091053_oswg629883oswg661oswg904_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u516d\uff09\u201c\u672a\u6765\u4e94\u5230\u516d\u5e74\uff0c\u4f20\u7edf\u624b\u673a\u548cAPP\u5c06\u6d88\u5931\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014\u9a6c\u65af\u514b<\/p>\n\n\n\n<p>\u8fd9\u4e0d\u4ec5\u662f\u9a6c\u65af\u514b\u7684\u72ec\u5bb6\u53d1\u660e\uff0c\u5fae\u8f6fCEO\u8428\u63d0\u4e9a\u00b7\u7eb3\u5fb7\u62c9\u4e5f\u8bf4\u8fc7\u7c7b\u4f3c\u7684\u8bdd\u3002\u4ed6\u5728\u8f83\u65e9\u524d\u63a5\u53d7\u91c7\u8bbf\u65f6\u8bf4\uff0c\u201c\u4f20\u7edf\u8f6f\u4ef6\u7684\u5e94\u7528\u5c42\u5c06\u8981\u74e6\u89e3\uff0c\u8f6c\u800c\u88ab\u667a\u80fd\u4f53\u6240\u53d6\u4ee3\u3002\u201d<\/p>\n\n\n\n<p>\u800c\u5728\u9a6c\u65af\u514b\u8bf4\u5b8c\u8fd9\u53e5\u8bdd\u540e\u4e0d\u5230\u4e00\u4e2a\u6708\uff0c\u201c\u8c46\u5305\u624b\u673a\u201d\u5c31\u53d1\u5e03\u4e86\u3002\u4ee5\u81f3\u4e8e\u5012\u56de\u5934\u6765\u770b\uff0c\u8fd9\u751a\u81f3\u50cf\u662f\u5bf9\u8c46\u5305\u624b\u673a\u52a9\u624b\u7684\u67d0\u79cd\u6ce8\u811a\u3002<\/p>\n\n\n\n<p>\u6216\u8bb8\u9a6c\u65af\u514b\u548c\u7eb3\u5fb7\u62c9\u90fd\u6ca1\u6709\u60f3\u5230\uff0c\u667a\u80fd\u4f53\u53d6\u7f14\u4f20\u7edf\u5e94\u7528\u7684\u52bf\u5934\u4f1a\u8fd9\u4e48\u65e9\uff0c\u800c\u4e14\u53cc\u65b9\u5bf9\u6297\u4f1a\u5982\u6b64\u6fc0\u70c8\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u9762\uff0c\u5305\u62ec\u9a6c\u65af\u514b\u548c\u7eb3\u5fb7\u62c9\u6240\u60f3\u8c61\u7684\u667a\u80fd\u4f53\uff0c\u53ef\u80fd\u66f4\u591a\u662fLUI\u4e3a\u4e3b\uff0cGUI\u4e3a\u8f85\uff0c\u6570\u636e\u5728\u667a\u80fd\u4f53\u5185\u90e8\u6d41\u8f6c\u7684\u65b9\u5f0f\u3002\u800c\u8c46\u5305\u5219\u9009\u62e9\u7528\u4e00\u4e2aGUI\u4e3a\u4e3b\uff0c\u76f4\u63a5\u5360\u9886\u7cfb\u7edf\u6743\u9650\u5236\u9ad8\u70b9\u7684\u65b9\u5f0f\u4f5c\u6218\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4f20\u7edf\u8f6f\u4ef6\u7684\u5229\u76ca\u7a33\u56fa\uff0c\u4e0d\u4f1a\u8f7b\u6613\u5c48\u670d\u4e8e\u65b0\u7684\u6e38\u620f\u89c4\u5219\uff0c\u800c\u662f\u5e0c\u671b\u5c06\u667a\u80fd\u4f53\u7684\u6743\u5229\u7262\u7262\u6293\u5728\u81ea\u5df1\u624b\u4e2d\u3002<\/p>\n\n\n\n<p>\u6216\u8bb8\u4f20\u7edf\u624b\u673a\u548cAPP\u786e\u5b9e\u7ec8\u5c06\u6d88\u5931\uff0c\u4f46\u6d88\u5931\u7684\u65f6\u95f4\u4e0e\u59ff\u52bf\u53ef\u80fd\u90fd\u5c06\u662f\u4e2a\u672a\u77e5\u6570\u3002\u6216\u8bb8\u6211\u4eec\u771f\u7684\u9700\u8981\u4e00\u4e2a\u66f4\u5f3a\u5927\u66f4\u597d\u7528\uff0c\u4ee5\u81f3\u4e8e\u80fd\u76f4\u63a5\u53d6\u4ee3\u624b\u673a\u7684\u539f\u751fAI\u786c\u4ef6\u3002<\/p>\n\n\n\n<p>\u54e6\u5bf9\u4e86\uff0cOpenAI\u7684\u7b2c\u4e00\u4ee3\u786c\u4ef6\u53ef\u80fd\u4f1a\u5728\u660e\u5e74\u51fa\u73b0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_2c68e7f00d934c61a67789b5318b000a@5091053_oswg367185oswg750oswg422_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u4e03\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201c\u6b22\u8fce\u505a\u7a7a\uff08OpenAI\uff09\uff0c<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5982\u679c\u4f60\u60f3\u5356\u6389\u80a1\u4efd\uff0c\u6211\u53ef\u4ee5\u5e2e\u4f60\u627e\u4e70\u5bb6\uff0c\u591a\u7684\u662f\u4eba\u60f3\u8981\u4e70\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014Sam Altman<\/p>\n\n\n\n<p>\u8fd9\u662f11\u6708\u65f6\uff0c\u5965\u7279\u66fc\u5bf9OpenAI\u5f00\u59cb\u53d7\u5230\u4e0d\u5c11\u8d28\u7591\u65f6\u7684\u4e00\u53e5\u9694\u7a7a\u56de\u5e94\u3002\u4e0a\u4e00\u4e2a\u5982\u6b64\u53e3\u55b7\u7a7a\u5934\u8d28\u7591\u8005\u7684\u7845\u8c37\u5927\u4f6c\uff0c\u5927\u6982\u8fd8\u662f\u5341\u5e74\u524d\u7684\u9a6c\u65af\u514b\u3002\u8fd9\u4e0d\u662f\u4e00\u4e2a\u5178\u578b\u7684\u91d1\u53e5\uff0c\u4f46\u53ef\u80fd\u5f88\u96be\u518d\u627e\u5230\u4e00\u4e2a\u7c7b\u4f3c\u7684\u8bdd\uff0c\u6765\u5f62\u5bb9\u5f53\u4e0b\u5bf9AI\u6ce1\u6cab\u6001\u5ea6\u7684\u5206\u91ce\u3002<\/p>\n\n\n\n<p>\u5728\u6fc0\u70c8\u56de\u5e94\u4e4b\u524d\uff0c\u5965\u7279\u66fc\u521a\u521a\u753b\u4e86\u4e00\u5f20\u5de8\u5927\u7684\u997c\uff0c\u5ba3\u5e03\u7d2f\u8ba11.4\u4e07\u4ebf\u7f8e\u5143\u7684\u7b97\u529b\u652f\u51fa\u6295\u5165\u3002\u800c\u540c\u671fOpenAI\u7684\u5e74\u6536\u5165\u53ea\u6709130\u4ebf\u7f8e\u5143\uff0c\u4f30\u503c\u5927\u7ea6\u57285000-7000\u4ebf\u7f8e\u5143\u4e4b\u95f4\u3002\u800cOpenAI\u7684\u8425\u6536\u6307\u5f15\uff0c\u5219\u662f\u57282030\u5e74\u8fbe\u62102000\u4ebf\u7f8e\u5143\u7684\u6536\u5165\u3002\u4f46\u5728\u6b64\u4e4b\u524d\uff0c\u5e02\u573a\u53ef\u80fd\u9700\u8981\u770b\u5230OpenAI\u4e00\u4e2a\u66f4\u52a0\u9661\u5ced\u7684\u589e\u957f\u66f2\u7ebf\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\uff0c\u4eba\u4eec\u5bf9AI\u7684\u8fdc\u666f\u6709\u4e86\u5145\u5206\u7684\u5171\u8bc6\uff0c\u4f46\u5bf9\u5f53\u4e0b\u7684\u8d44\u4ea7\u4ef7\u683c\u548c\u6295\u5165\u4ea7\u51fa\u6bd4\u6709\u7740\u660e\u663e\u7684\u5206\u6b67\u3002<\/p>\n\n\n\n<p>OpenAI\u753b\u7684\u997c\u5982\u6b64\u4e4b\u5927\uff0c\u4ee5\u81f3\u4e8e\u4e00\u4e9b\u4eba\u5df2\u7ecf\u5f00\u59cb\u62c5\u5fc3\uff0c\u7ecf\u6d4e\u4f53\u662f\u5426\u53ef\u4ee5\u627f\u53d7\u5982\u6b64\u591a\u7684\u8425\u6536\u548c\u5229\u6da6\uff0c\u6765\u7ed9\u62e5\u6324\u5728AI\u8d5b\u9053\u7684\u8d44\u672c\u4eec\u5408\u9002\u7684\u9000\u51fa\u80fd\u529b\uff0c\u800c\u6f5c\u5728\u7684\u5927\u91cf\u5931\u4e1a\u662f\u5426\u4f1a\u5e26\u6765\u901a\u7f29\u548c\u7ecf\u6d4e\u8870\u9000\uff1f\u800c\u5982\u679c\u4e0d\u80fd\uff0cAI\u6ce1\u6cab\u7834\u88c2\u5e26\u6765\u7684\u8d44\u4ea7\u4ef7\u683c\u4e0b\u8dcc\uff0c\u662f\u5426\u4f1a\u6467\u6bc1\u201c\u9ec4\u91d1\u4e00\u4ee3\u201d\u7684\u517b\u8001\u91d1\u8d26\u6237\uff0c\u7531\u6b64\u540c\u6837\u4e5f\u4f1a\u5e26\u6765\u6df1\u8fdc\u7684\u7ecf\u6d4e\u540e\u679c\uff0c\u4ece\u800c\u5e26\u6765\u901a\u7f29\u548c\u7ecf\u6d4e\u8870\u9000\uff1f<\/p>\n\n\n\n<p>OpenAI\u7684\u5546\u4e1a\u5316\u53d8\u73b0\u80fd\u529b\uff0c\u6216\u8bb8\u5c06\u6210\u4e3a\u4eca\u5929AI\u6ce1\u6cab\u662f\u5426\u7834\u88c2\u7684\u91cd\u8981\u98ce\u5411\u6807\u3002\u5b83\u4ee3\u8868\u4e86\u6574\u4e2a\u884c\u4e1a\u7684\u8425\u6536\u6f5c\u529b\u3002\u5982\u679c\u4e00\u5bb6\u62e5\u6709\u9876\u7ea7\u6a21\u578b\u3001\u9876\u7ea7\u79d1\u5b66\u5bb6\u3001\u9876\u7ea7\u7b97\u529b\u548c\u6700\u5927\u89c4\u6a21\u7528\u6237\u7fa4\u7684\u516c\u53f8\uff0c\u90fd\u4e0d\u80fd\u7ed9\u5e02\u573a\u4ea4\u4ed8\u4e00\u4e2a\u6ee1\u610f\u7684\u6536\u5165\uff0c\u90a3\u4e48AI\u7684\u4f30\u503c\u4fe1\u5fc3\u4e00\u5b9a\u4f1a\u906d\u53d7\u6781\u5927\u7684\u6253\u51fb\u3002<\/p>\n\n\n\n<p>\u800c\u5965\u7279\u66fc\u4eca\u5929\u65e0\u6cd5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u53bb\u8bc1\u660eAI\u80fd\u591f\u5e26\u7ed9\u4eba\u7c7b\u7e41\u8363\uff0c\u4ed6\u53ea\u80fd\u8ba9\u76f8\u4fe1\u7684\u4eba\u53bb\u76f8\u4fe1\uff0c\u62ff\u5230\u8db3\u591f\u591a\u7684\u94b1\uff0c\u5ea6\u8fc7\u8425\u6536\u7206\u53d1\u5f0f\u589e\u957f\u524d\u671f\u96be\u71ac\u7684\u65e5\u5b50\uff0c\u7136\u540e\u5e26\u9886\u8fd9\u5bb6\u516c\u53f8\u7684\u8425\u6536\u5b9e\u73b0\u6700\u7ec8\u80dc\u5229\u3002<\/p>\n\n\n\n<p>\u597d\u5728\u76f8\u4fe1\u7684\u4eba\u8db3\u591f\u591a\uff0c\u6240\u4ee5\u4ed6\u53ef\u4ee5\u628a\u6545\u4e8b\u5b8c\u597d\u65e0\u635f\u5730\u5e26\u52302026\u5e74\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u516b\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201c\u82af\u7247\u4e0d\u77ed\u7f3a\uff0c\u4f46\u6ca1\u6709\u8db3\u591f\u7684\u7535\u548c\u6570\u636e\u4e2d\u5fc3\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014\u8428\u63d0\u4e9a\u00b7\u7eb3\u5fb7\u62c9<\/p>\n\n\n\n<p>AI\u4e0d\u6b62\u662f\u7b97\u529b\u5de8\u517d\uff0c\u66f4\u662f\u7535\u529b\u9ed1\u6d1e\u3002\u7f8e\u56fd\u6709\u5168\u4e16\u754c\u6700\u9876\u5c16\u7684\u82af\u7247\uff0c\u4f46\u4ed6\u4eec\u5373\u5c06\u9047\u5230\u7684\u56f0\u96be\uff0c\u5374\u672a\u5fc5\u5c31\u6bd4\u82af\u7247\u95ee\u9898\u66f4\u597d\u89e3\u51b3\u2014\u2014\u7f3a\u7535\u3002<\/p>\n\n\n\n<p>\u574f\u6d88\u606f\u662f\uff0c\u7f3a\u7535\u8fd9\u4ef6\u4e8b\u60c5\u5bf9\u4e8e\u5927\u5382\u53ef\u80fd\u662f\u7ed3\u6784\u6027\u7684\uff1a<\/p>\n\n\n\n<p>\u4e00\u65b9\u9762\uff0c\u4e0e\u4e2d\u56fd\u7edf\u4e00\u7684\u5927\u7535\u7f51\u4f53\u7cfb\u4e0d\u540c\uff0c\u7f8e\u56fd\u7535\u7f51\u76f8\u5bf9\u5206\u5e03\uff0c\u79c1\u6709\u5316\u7a0b\u5ea6\u9ad8\uff0c\u534f\u8c03\u96be\u5ea6\u4e5f\u66f4\u5927\u3002\u5982\u679c\u6570\u636e\u4e2d\u5fc3\u7684\u7535\u529b\u9700\u6c42\u8f83\u9ad8\uff0c\u5c31\u6709\u53ef\u80fd\u51fa\u73b0\u5c40\u90e8\u7f3a\u7535\u7684\u60c5\u51b5\uff0c\u5bfc\u81f4\u7b97\u529b\u65e0\u7535\u53ef\u7528\u3002\u800c\u7531\u4e8e\u7535\u7f51\u5efa\u8bbe\u5468\u671f\u660e\u663e\u957f\u4e8e\u6570\u636e\u4e2d\u5fc3\u548c\u82af\u7247\u7684\u5efa\u8bbe\uff0c\u8fd9\u4f1a\u5012\u8fc7\u6765\u52a0\u5267\u6570\u636e\u4e2d\u5fc3\u7684\u7f3a\u7535\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u6469\u6839\u58eb\u4e39\u5229\u5728\u4eca\u5e74\u53d1\u62a5\u544a\u79f0\uff0c\u82e5\u7535\u529b\u4f9b\u5e94\u65e0\u6cd5\u8ddf\u4e0aAI\u6210\u957f\u901f\u5ea6\uff0c\u7f8e\u56fd\u7535\u7f51\u53ef\u80fd\u57282028\u5e74\u51fa\u73b0\u9ad8\u8fbe20\uff05\u7684\u7535\u529b\u7f3a\u53e3\uff0c\u603b\u7f3a\u7535\u91cf\u8fbe\u523044GW\uff0c\u76f8\u5f53\u4e8e\u8d85\u8fc73,300\u4e07\u6237\u7f8e\u56fd\u5bb6\u5ead\u7684\u7528\u7535\u91cf\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u51e0\u4e4e\u6240\u6709\u7684\u5927\u5382\u90fd\u51cf\u78b3\u76ee\u6807\uff0c\u800c\u5927\u91cf\u7684\u7535\u529b\u6d88\u8017\u6b63\u5728\u541e\u566c\u6389\u4ed6\u4eec\u7684\u516c\u4f17\u627f\u8bfa\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u7845\u8c37\u5de8\u5934\u6765\u8bf4\uff0c\u6295\u8d44\u6838\u80fd\u6b63\u5728\u6210\u4e3a\u98ce\u6f6e\uff1a\u5fae\u8f6f\u3001Meta\u3001\u4e9a\u9a6c\u900a\u5f00\u59cb\u7b7e\u7f72\u6838\u7535\u91c7\u8d2d\u3002\u6b64\u5916\uff0c\u5927\u91cf\u7684\u8d44\u672c\u5f00\u59cb\u6d8c\u5165\u201c\u6838\u805a\u53d8\u201d\u9886\u57df\uff0c\u4ee5\u671f\u4e00\u52b3\u6c38\u9038\u89e3\u51b3\u95ee\u9898\u3002\u800c\u9a6c\u65af\u514b\u5219\u70ae\u8f70\u201c\u6838\u805a\u53d8\u611a\u8822\u201d\uff0c\u8f6c\u800c\u9009\u62e9\u4e86\u592a\u7a7a\u592a\u9633\u80fd\u7ad9\uff0c\u5e76\u8003\u8651\u90e8\u7f72 AI \u7b97\u529b\u536b\u661f\u3002<\/p>\n\n\n\n<p>\u5728AI\u7b97\u529b\u5927\u7206\u53d1\u7684\u51e0\u5e74\uff0cAI\u53ef\u80fd\u4e0d\u518d\u662f\u4e00\u4e2a\u7b97\u529b\u3001\u6570\u636e\u548c\u6a21\u578b\u7684\u4e09\u89d2\u95ee\u9898\uff0c\u800c\u5c06\u662f\u4e00\u4e2a\u4e0e\u793e\u4f1a\u6df1\u5165\u5d4c\u5957\u7684\u771f\u6b63\u7684\u57fa\u7840\u8bbe\u65bd\u7ea7\u7684\u6cbb\u7406\u96be\u9898\u3002\u800c\u8fd9\u573a\u7535\u529b\u4e0e\u7b97\u529b\u7684\u535a\u5f08\uff0c\u5176\u5b9e\u624d\u521a\u521a\u5f00\u59cb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_64058e43075b4e08916d1986528814ea@5091053_oswg292771oswg750oswg365_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u4e5d\uff09<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u201cScaling is Over and LLMs are a dead end\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014Lecun &amp; ilya<\/p>\n\n\n\n<p>Lecun\u5728\u8fc7\u53bb\u4e24\u5e74\u4e00\u76f4\u4e0d\u9057\u4f59\u529b\u5730\u79d1\u666e\u76ee\u524dLLM\u6280\u672f\u8def\u7ebf\u7684\u5c40\u9650\u6027\u3002\u5728\u53bb\u5e74\uff0c\u4ed6\u5c31\u65ad\u8a00\u6700\u9876\u5c16\u7684\u5927\u6a21\u578b\uff0c\u667a\u529b\u6c34\u5e73\u4e5f\u4e0d\u5982\u4e00\u53ea\u732b\u3002\u800c\u5230\u4e86\u4eca\u5e74\uff0c\u8fd9\u4e2a\u6bd4\u55bb\u4e5f\u6ca1\u6709\u4efb\u4f55\u53d8\u5316\uff0c\u4f9d\u7136\u201c\u4e0d\u5982\u732b\u201d\u3002<\/p>\n\n\n\n<p>\u5728Lecun\u770b\u6765\uff0c\u4e0e\u7269\u7406\u4e16\u754c\u7684\u4ea4\u4e92\u662f\u5f62\u6210\u667a\u80fd\u7684\u5173\u952e\uff0c\u7269\u7406\u4e16\u754c\u4ea4\u4e92\u7684\u4fe1\u606f\u91cf\u8fdc\u8fdc\u5927\u4e8e\u6587\u5b57\uff0c\u800c\u540e\u8005\u53ea\u662f\u5bf9\u524d\u8005\u7684\u4e00\u79cd\u62bd\u8c61\u800c\u5df2\u3002\u56e0\u6b64scaling\u662f\u6ca1\u6709\u610f\u4e49\u7684\u3002<\/p>\n\n\n\n<p>\u800cilya\u5728\u4eca\u5e74\u4e5f\u8868\u8fbe\u4e86\u7c7b\u4f3c\u7684\u89c2\u70b9\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\u4e0eLecun\u76f4\u63a5\u5224\u201c\u6b7b\u5211\u201d\u4e0d\u540c\uff0cilya\u7ed9scaling\u5224\u4e86\u201c\u6b7b\u5211\u7f13\u671f\u6267\u884c\u201d\u3002\u4ed6\u5bf9scaling\u7684\u6279\u5224\u5728\u4e8eLLM\u7684\u5185\u90e8\uff1ascaling\u7684\u8fb9\u9645\u6548\u5e94\u5728\u9012\u51cf\uff0c\u56e0\u6b64\u9700\u8981\u91cd\u65b0\u56de\u5f52\u7814\u7a76\uff1b\u4e0e\u6b64\u540c\u65f6\uff0cscaling\u6a21\u5f0f\u53c8\u8679\u5438\u4e86\u592a\u591a\u7684\u8d44\u6e90\uff0c\u5bfc\u81f4\u6574\u4e2aLLM\u751f\u6001\u521b\u65b0\u4e4f\u529b\uff0c\u4ece\u800c\u5f62\u6210\u4e86\u4e00\u79cd\u6076\u6027\u5faa\u73af\u3002<\/p>\n\n\n\n<p>\u4ed6\u4eec\u4e00\u4e2a\u662fLLM\u7684\u5f02 \u6559\u5f92\uff0c\u4e00\u4e2a\u662fLLM\u7684\u6539\u826f\u8005\uff0c\u4f46\u57282025\u5e74\u7ec8\u4e8e\u5728\u540c\u4e00\u4e2a\u95ee\u9898\u4e0a\u8d70\u5230\u4e86\u540c\u4e00\u4e2a\u7acb\u573a\u3002\u6240\u4ee5Yann Lecun\u540e\u6765\u5728X\u4e0a\u8f6c\u53d1\u4e86\u4e00\u5f20\u6f2b\u753b\uff0c\u4e5f\u7b97\u662f\u5bf9\u7c7b\u4f3c\u8bba\u8c03\u7684\u4e00\u79cd\u8ba4\u540c\u3002<\/p>\n\n\n\n<p>\u4f46scaling\u7684\u5217\u8f66\u4e0d\u4f1a\u8f7b\u6613\u505c\u4e0b\u3002\u9a6c\u65af\u514b\u5b98\u5ba3Grok 5 \u5c06\u57282026\u5e74\u63a8\u51fa\u53f2\u65e0\u524d\u4f8b\u76846\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u3002\u5173\u4e8eScaling\u7684\u4e89\u8bba\uff0c\u6216\u8bb8\u8fd8\u4f1a\u7ee7\u7eed\u4e0b\u53bb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251226\/v2_5dec84c6f4784ab0a2fc6b5792394a71@5091053_oswg689076oswg750oswg1083_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08\u5341\uff09 \u201cSlop\u201d<\/strong><\/h2>\n\n\n\n<p>\u2014\u2014\u97e6\u6c0f\u8bcd\u5178<\/p>\n\n\n\n<p>12\u6708\uff0c\u97e6\u6c0f\u8bcd\u5178\u7ed92025\u5e74\u9009\u53d6\u4e86\u5b83\u7684\u5e74\u5ea6\u5355\u8bcd\uff1aSlop\u3002Slop\u539f\u610f\u662f\u6cd4\u6c34\uff0c\u4f46\u5728\u4eca\u5929\u5b83\u88ab\u6307\u4ee3\u4e3a\u6cdb\u6ee5\u7684AI\u5783\u573e\u5185\u5bb9\u3002\u5b83\u5305\u62ec\uff1a\u8352\u8c2c\u89c6\u9891\u3001\u4fd7\u6c14\u7684\u5e7f\u544a\u3001\u770b\u8d77\u6765\u5f88\u771f\u7684\u5047\u65b0\u95fb\u3001\u5783\u573e\u4e66\u3001\u6d6a\u8d39\u540c\u4e8b\u65f6\u95f4\u7684\u62a5\u544a\u548c\u788e\u788e\u5ff5\u7684\u732b\u2026\u2026<\/p>\n\n\n\n<p>AI\u786e\u5b9e\u6b63\u5728\u6210\u4e3a\u793e\u533a\u5185\u5bb9\u751f\u6001\u7684\u53cc\u5203\u5251\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u9762\uff0c\u5927\u91cf\u521b\u4f5c\u8005\u7528AI\u8f85\u52a9\u5de5\u5177\u521b\u4f5c\u51fa\u4e86\u66f4\u4f4e\u95e8\u69db\u7684\u7cbe\u54c1\u5185\u5bb9\uff0cAI\u7535\u5f71\u8282\u548c\u827a\u672f\u5c55\u6d8c\u73b0\uff0c\u4ee5Sora 2 \u4e3a\u4ee3\u8868\u7684remix \u89c6\u9891\uff0c\u5728Tiktok\u7b49\u89c6\u9891\u7f51\u7ad9\u4e0d\u65ad\u5f15\u53d1\u73b0\u8c61\u7ea7\u7684\u4f20\u64ad\u6d6a\u6f6e\uff1b\u53e6\u4e00\u65b9\u9762\uff0cAI\u4ea7\u751f\u7684\u5783\u573e\u4e43\u81f3\u8bc8\u9a97\u5185\u5bb9\u5c42\u51fa\u4e0d\u7a77\u3002\u4f8b\u5982\u5728\u6700\u8fd1\u7684\u6089\u5c3c\u6d77\u6ee9\u67aa\u673a\u6848\u4e2d\uff0cGrok\u516c\u7136\u5728\u5bf9\u8bdd\u4e2d\u8fdb\u884c\u9020\u8c23\uff0c\u5e76\u88abX\u5e73\u53f0\u4e0a\u7684\u793e\u4ea4\u94fe\u8def\u4f20\u64ad\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cAI \u6210\u4eba\u5185\u5bb9\u4e5f\u5728\u5174\u8d77\u3002<\/p>\n\n\n\n<p>\u9a6c\u65af\u514b\u65d7\u4e0b\u7684Grok\u7387\u5148\u5f00\u653e\u4e86\u6210\u4eba\u6a21\u5f0f\uff0c\u5141\u8bb8\u6a21\u578b\u751f\u6210\u8272\u60c5\u7684\u56fe\u6587\u4e43\u81f3\u89c6\u9891\u5185\u5bb9\u3002\u800cOpenAI\u4e5f\u5c06\u5728\u660e\u5e74\u8ddf\u8fdb\u76f8\u5173\u7684\u529f\u80fd\u3002\u300a\u7ecf\u6d4e\u5b66\u4eba\u300b\u6700\u8fd1\u4e00\u7bc7\u62a5\u9053\u6307\u51fa\uff0c\u5230 2025 \u5e74\uff0cAI \u6210\u4eba\u5185\u5bb9\u7684\u5e02\u573a\u89c4\u6a21\u5c06\u8fbe\u5230\u7ea6 25 \u4ebf\u7f8e\u5143\uff0c\u5230 2028 \u5e74\u53ef\u80fd\u4ee5\u6bcf\u5e74\u7ea6 27% \u7684\u901f\u5ea6\u589e\u957f\u3002<\/p>\n\n\n\n<p>Slop\u4e00\u8bcd\u53ef\u80fd\u4ee3\u8868\u4e86\u4e00\u4e9b\u6587\u5316\u6d88\u8d39\u8005\u7684\u4f53\u611f\uff0c\u4f46\u7ad9\u5728AI\u53d1\u5c55\u7684\u89d2\u5ea6\uff0c\u786e\u5b9e\u53ef\u80fd\u6709\u70b9\u7247\u9762\u4e86\uff0c\u5b83\u5ffd\u89c6\u4e86AI\u5bf9\u5185\u5bb9\u521b\u610f\u7684\u5de8\u5927\u5efa\u8bbe\u6027\uff0c\u66f4\u50cf\u662f\u67d0\u79cd\u77ed\u89c6\u9891\u964d\u4e34\u540e\u6587\u5316\u53d9\u4e8b\u7684\u5ef6\u7eed\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5c06\u5b83\u5217\u4e3a2025\u5e74\u7684\u6700\u540e\u4e00\u4e2a\u201c\u5e74\u5ea6AI\u66b4\u8bba\u201d\u3002<\/p>\n\n\n\n<p>\u4f46\u53ef\u4ee5\u9884\u89c1\u7684\u662f\uff0c\u660e\u5e74\u4f20\u7edf\u5185\u5bb9\u751f\u6001\u793e\u533a\u4e0eAI\u5185\u5bb9\u7684\u535a\u5f08\u6216\u8bb8\u5c06\u8fdb\u4e00\u6b65\u52a0\u5267\u3002\u5728\u6d77\u91cf\u7684AI\u5185\u5bb9\u751f\u6210\u653b\u52bf\u4e0b\uff0c\u5982\u4f55\u9632\u6b62\u51fa\u73b0\u56e0\u4e3a\u5185\u5bb9\u4f9b\u7ed9\u66b4\u589e\uff0c\u800c\u5bfc\u81f4\u7684\u52a3\u5e01\u9a71\u9010\u826f\u5e01\u7684\u60c5\u51b5\uff0c\u53ef\u80fd\u662f\u9632\u6b62\u4eba\u7c7b\u5185\u5bb9\u751f\u6001\u771f\u6b63\u5815\u5165Slop\u7684\u4e00\u5927\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/36kr.com\/p\/3611624019248128\">https:\/\/36kr.com\/p\/3611624019248128<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5341\u53e5\u8bdd\uff0c\u770b\u6e05 2025 AI \u7684\u8352\u8bde\u4e0e\u771f\u76f8\u3002 \uff08\u4e00\uff09 \u201c\u6709\u4e00\u79cd\u65b0\u7684\u7f16&#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":671,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1149","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/1149","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/comments?post=1149"}],"version-history":[{"count":1,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/1149\/revisions"}],"predecessor-version":[{"id":1150,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/1149\/revisions\/1150"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media\/671"}],"wp:attachment":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media?parent=1149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/categories?post=1149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/tags?post=1149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}