Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the betterdocs domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

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\u6211\u4eec\u4e13\u4e1a\u7684\u4eba\u5de5\u667a\u80fd\u6570\u636e\u670d\u52a1\u56e2\u961f\u53ef\u5e2e\u52a9\u4f01\u4e1a\u6784\u5efa\u667a\u80fd\u7684\u591a\u8bed\u8a00\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u8fd9\u610f\u5473\u7740\u9700\u5bf9\u6a21\u578b\u8fdb\u884c\u9884\u8bad\u7ec3\u3001\u5fae\u8c03\u6216\u6d4b\u8bd5\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u7684\u8bed\u8a00\u5b66\u5bb6\u548c\u9886\u57df\u4e13\u5bb6\u4f1a\u5e2e\u52a9\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u6355\u6349\u5230\u591a\u6837\u89c6\u89d2\u548c\u8bed\u8a00\u4e0a\u7684\u7ec6\u5fae\u5dee\u522b\u3002 \u6211\u4eec\u7684\u76ee\u6807\u662f\u63d0\u9ad8\u63d0\u793a\u548c\u56de\u590d\u7684\u8d28\u91cf\u548c\u771f\u5b9e\u6027\uff0c\u8fd9\u5305\u62ec\u4f7f\u7528\u5b9a\u5236\u7684\u591a\u7ef4\u8d28\u91cf\u6307\u6807(MQM)\u8fdb\u884c\u591a\u8bed\u8a00\u6ce8\u91ca\uff0c\u4ee5\u8bc4\u4f30\u6e90\u6587\u672c\u548c\u76ee\u6807\u6587\u672c\u3002<\/p>\n

\u6211\u4eec\u8fd8\u5c06GenAI\u5d4c\u5165\u5230\u6211\u4eec\u7684\u6df7\u5408\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u8be5\u6d41\u7a0b\u57fa\u672c\u4e0a\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u7ffb\u8bd1\u548c\u8d28\u91cf\u63a7\u5236\uff08QC\uff09\uff0c\u800c\u8bd1\u5458\u5219\u5b8c\u5168\u8d1f\u8d23\u8d28\u91cf\u9a8c\u8bc1\u548c\u7f16\u8f91\u3002\u5728\u6211\u4eec\u770b\u6765\uff0c\u5e73\u8861\u7684\u5173\u952e\u5728\u4e8e\u98ce\u9669\u627f\u53d7\u80fd\u529b\u3002\u4e00\u4e9b\u4f01\u4e1a\u53ef\u80fd\u4f1a\u4f18\u5148\u8003\u8651\u4eba\u5de5\u667a\u80fd\u7684\u901f\u5ea6\uff0c\u5c3d\u91cf\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u800c\u53e6\u4e00\u4e9b\u4f01\u4e1a\u5219\u66f4\u503e\u5411\u4e8e\u5bf9\u654f\u611f\u5185\u5bb9\u91c7\u7528\u4eba\u5de5\u5e72\u9884\u7684\u65b9\u5f0f\u3002\u6211\u4eec\u4e0d\u8ba4\u4e3a\u53ea\u6709\u4e00\u79cd\u65b9\u6cd5\u3002\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u6d41\u7a0b\u7684\u8bbe\u8ba1\u53ef\u4ee5\u517c\u987e\u8fd9\u4e24\u4e2a\u65b9\u9762\uff1a\u5feb\u901f\u4e14\u7ecf\u8fc7\u4eba\u5de5\u667a\u80fd\u4f18\u5316\u7684\u7ffb\u8bd1\uff0c\u5e76\u53ef\u5728\u4efb\u4f55\u65f6\u5019\u589e\u52a0\u4eba\u5de5\u53c2\u4e0e\u3002\u8fd9\u6837\u53ef\u4ee5\u5b8c\u5168\u63a7\u5236\u8d28\u91cf\u548c\u98ce\u9669\u3002<\/p>\n

Bureau Works\uff08\u9996\u5e2d\u6267\u884c\u5b98Gabriel Fairman\uff09\uff1aGenAI\u4f7f\u6211\u4eec\u7684\u7528\u6237\u80fd\u591f\u4ece\u4ee4\u4eba\u5934\u75bc\u7684\u540e\u7f16\u8f91\uff08PE\uff09\u8f6c\u53d8\u4e3a\u6df1\u601d\u719f\u8651\u7684\u6559\u5b66\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u7684\u7ffb\u8bd1\u6548\u7387\u6bd4\u73b0\u6709\u6700\u597d\u7684\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08NMT\uff09\u5de5\u5177\u9ad8\u51fa22%\u3002\u6211\u4eec\u7684\u6846\u67b6\u5141\u8bb8\u7528\u6237\u6559\u6388\u4ed6\u4eec\u81ea\u5df1\u7684\u79c1\u4eba\u5f15\u64ce\uff0c\u9664\u4e86\u786e\u5b9a\u4ed6\u4eec\u7684\u8bed\u8a00\u8bed\u6599\u5e93\u5916\uff0c\u65e0\u9700\u4efb\u4f55\u8bbe\u7f6e\u3002\u8fd9\u4e9b\u4e2a\u6027\u5316\u5f15\u64ce\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u4ee5\u81ea\u5df1\u7684\u65b9\u5f0f\u7ffb\u8bd1\uff0c\u800c\u4e14\u901f\u5ea6\u66f4\u5feb\u3001\u9519\u8bef\u66f4\u5c11\u3002<\/p>\n

Gateway Translations\uff08\u603b\u7ecf\u7406Markus Seebauer\uff09\uff1a\u8bb8\u591a\u4eba\u8ba4\u4e3a\u50cfChatGPT\u8fd9\u6837\u7684GenAI\u5de5\u5177\u662f\u5b9e\u9a8c\u6027\u7684\uff0c\u4e0d\u5982DeepL \u8fd9\u6837\u6210\u719f\u7684\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u3002\u5728\u4e3a\u7f8e\u56fd\u4e00\u5bb6\u5927\u578b\u79d1\u6280\u516c\u53f8\u4f7f\u7528\u81ea\u5b9a\u4e49\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u7ffb\u8bd1\u7684\u5341\u5e74\u95f4\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u5404\u79cd\u5b9e\u9a8c\u6765\u6539\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u8f93\u51fa\u3002 \u901a\u8fc7\u521b\u5efa\u5ba2\u6237\u7279\u5b9a\u7684\u7f16\u8f91\u6307\u4ee4\u548c\u8d85\u8d8a\u8d28\u91cf\u63a7\u5236\u7684\u9879\u76ee\u7ba1\u7406\uff08PM\uff09\u6307\u5357\uff0c\u6211\u4eec\u5728\u63d0\u9ad8\u548c\u4fdd\u6301\u7ffb\u8bd1\u8d28\u91cf\u65b9\u9762\u53d6\u5f97\u4e86\u5feb\u901f\u7684\u6210\u529f\u3002\u5f53\u6211\u4eec\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u534f\u52a9\u7ffb\u8bd1GitHub\u7684\u6280\u672f\u6587\u6863\u65f6\uff0c\u4eba\u5de5\u667a\u80fd\u52a0\u5feb\u4e86\u4ea7\u54c1\u4e0a\u5e02\u901f\u5ea6\uff0c\u4e3a\u8bed\u8a00\u5b66\u5bb6\u63d0\u4f9b\u4e86\u591a\u79cd\u9009\u62e9\uff0c\u5e76\u8ba9\u5ba2\u6237\u7aef\u672c\u5730\u5316\u7ecf\u7406\u66f4\u597d\u5730\u4e86\u89e3\u7f16\u8f91\u6bd4\u4f8b\uff0c\u4ee5\u4fbf\u5728\u672a\u6765\u534f\u5546\u8282\u7ea6\u6210\u672c\u3002<\/p>\n

Keylingo\uff08\u8fd0\u8425\u526f\u603b\u88c1Virginia Careto\uff09\uff1aGenAI\u5728Keylingo\u5185\u90e8\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\uff0c\u4e3b\u8981\u662f\u52a0\u5f3a\u6211\u4eec\u7684\u5e02\u573a\u8425\u9500\u548c\u6218\u7565\u5de5\u4f5c\u3002\u5b83\u4ecd\u7136\u662f\u4e00\u9879\u5904\u4e8e\u6280\u672f\u524d\u6cbf\u7684\u5de5\u5177\uff0c\u56e0\u6b64\u6211\u4eec\u8fd8\u6ca1\u6709\u5c06\u5176\u7528\u4e8e\u5411\u6700\u7ec8\u5ba2\u6237\u63d0\u4f9b\u670d\u52a1\u3002\u4e0d\u8fc7\uff0c\u6211\u4eec\u8ba4\u4e3a\u5b83\u662f\u4f18\u5316\u5185\u90e8\u6d41\u7a0b\u7684\u91cd\u8981\u5de5\u5177\uff0c\u5c24\u5176\u662f\u5728\u6784\u601d\u3001\u6218\u7565\u5236\u5b9a\u548c\u6587\u6848\u5199\u4f5c\u65b9\u9762\u3002\u8fd9\u5c31\u597d\u6bd4\u6211\u4eec\u591a\u4e86\u4e00\u4e2a\u53ef\u4ee5\u4fe1\u8d56\u7684\u961f\u53cb\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4e3a\u6211\u4eec\u505a\u51fa\u6709\u4ef7\u503c\u7684\u8d21\u732e\uff0c\u800c\u6211\u4eec\u901a\u5e38\u4f1a\u5728\u5b8c\u6574\u7684\u4eba\u5de5\u5ba1\u6838\u540e\u518d\u5b9e\u65bd\u8fd9\u4e9b\u8d21\u732e\u3002<\/p>\n

\u5728\u6211\u4eec\u7684\u5e02\u573a\u8425\u9500\u5de5\u4f5c\u4e2d\uff0cGenAI\u6bcf\u5929\u90fd\u4f1a\u4e3a\u6211\u4eec\u7684\u8425\u9500\u6d3b\u52a8\u3001\u793e\u4ea4\u5a92\u4f53\u5e16\u5b50\u3001\u5185\u90e8\u5021\u8bae\u548c\u535a\u5ba2\u6587\u7ae0\u96c6\u601d\u5e7f\u76ca\uff0c\u63d0\u51fa\u65b0\u7684\u60f3\u6cd5\u3002\u8fd9\u786e\u4fdd\u4e86\u6211\u4eec\u7684\u5185\u5bb9\u4fdd\u6301\u5438\u5f15\u529b\u3001\u76f8\u5173\u6027\uff0c\u5e76\u4e0e\u6211\u4eec\u7684\u54c1\u724c\u5f62\u8c61\u4fdd\u6301\u4e00\u81f4\u3002\u5b83\u6709\u52a9\u4e8e\u521b\u4f5c\u5f15\u4eba\u6ce8\u76ee\u7684\u6807\u9898\u3001\u6709\u8bf4\u670d\u529b\u7684\u5e7f\u544a\u6587\u6848\u4ee5\u53ca\u641c\u7d22\u5f15\u64ce\u4f18\u5316\uff08SEO\uff09\u53cb\u597d\u578b\u5185\u5bb9\uff0c\u4ece\u800c\u4fdd\u6301\u54c1\u724c\u58f0\u97f3\u7684\u4e00\u81f4\u6027\u5e76\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n

\u5728\u6211\u4eec\u7684\u6218\u7565\u5f00\u53d1\u4e2d\uff0cGenAI\u901a\u8fc7\u6a21\u62df\u5404\u79cd\u5e02\u573a\u60c5\u666f\u4e3a\u6211\u4eec\u63d0\u4f9b\u652f\u6301\uff0c\u4ee5\u4fbf\u6211\u4eec\u80fd\u591f\u66f4\u597d\u5730\u9884\u89c1\u6311\u6218\u548c\u673a\u9047\uff0c\u4ece\u800c\u5236\u5b9a\u51fa\u66f4\u52a0\u7a33\u5065\u7684\u6218\u7565\u8ba1\u5212\u3002\u5b83\u4f7f\u6211\u4eec\u80fd\u591f\u8bc6\u522b\u8d8b\u52bf\u548c\u6a21\u5f0f\uff0c\u901a\u8fc7\u5168\u9762\u51c6\u786e\u7684\u4fe1\u606f\u63d0\u5347\u6211\u4eec\u7684\u51b3\u7b56\u80fd\u529b\u3002\u6b64\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u8fd8\u4e3a\u4e1a\u52a1\u6311\u6218\u63d0\u4f9b\u591a\u6837\u5316\u7684\u89e3\u51b3\u65b9\u6848\u548c\u521b\u9020\u6027\u7684\u65b9\u6cd5\uff0c\u5e2e\u52a9\u6211\u4eec\u521b\u65b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n

LILT\uff08\u9996\u5e2d\u6267\u884c\u5b98Spence Green\uff09\uff1aLILT\u662f\u4e00\u4e2a\u4ee5\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5185\u5bb9\u7ffb\u8bd1\u548c\u751f\u6210\u7684\u4f01\u4e1a\u8f6f\u4ef6\u5e73\u53f0\uff0cGenAI\u5728\u6211\u4eec\u7684\u4e1a\u52a1\u6a21\u5f0f\u4e2d\u626e\u6f14\u7740\u57fa\u7840\u89d2\u8272\uff1b\u5b83\u662f\u6211\u4eec\u5e73\u53f0\u7684\u6838\u5fc3\uff0c\u6d89\u53caLILT\u7ffb\u8bd1\u7684\u6bcf\u4e00\u4e2a\u5b57\u3002GenAI\u5411\u4eba\u7c7b\u8bed\u8a00\u5b66\u5bb6\u63d0\u4f9b\u63d0\u793a\uff08\u7ffb\u8bd1\u5efa\u8bae\uff09\uff0c\u5f85\u4eba\u7c7b\u8bed\u8a00\u5b66\u5bb6\u9010\u5b57\u6838\u5b9e\u51c6\u786e\u6027\u540e\u786e\u8ba4\u5e76\u6700\u7ec8\u5b8c\u6210\u7ffb\u8bd1\u3002<\/p>\n

LILT\u5e73\u53f0\u4e3a\u6bcf\u4f4d\u5ba2\u6237\u7684\u6bcf\u79cd\u8bed\u8a00\uff08\u6216\u6bcf\u4e2a\u9886\u57df\uff09\u521b\u5efa\u72ec\u4e00\u65e0\u4e8c\u7684\u5b9a\u5236LLM\uff1b\u8fd9\u4e9bLLM\u4f1a\u6839\u636e\u5ba2\u6237\u7684\u504f\u597d\u3001 \u8bed\u8c03\u548c\u98ce\u683c\u8fdb\u884c\u5b9e\u65f6\u57f9\u8bad\u3002\u7136\u540e\uff0c\u8be5\u5ba2\u6237\u7279\u5b9a\u7684LLM\u5c06\u5728\u8be5\u8bed\u8a00\u6216\u9886\u57df\u5185\u4e3a\u8be5\u5ba2\u6237\u7684\u6240\u6709\u7ffb\u8bd1\u63d0\u4f9b\u52a8\u529b\uff0c\u65e0\u8bba\u662f\u8f85\u52a9\u4eba\u5de5\u7ffb\u8bd1\u8fd8\u662f\u5373\u65f6\u673a\u5668\u7ffb\u8bd1\u5185\u5bb9\u3002\u6bcf\u4e2a\u5ba2\u6237\u7684\u5b9a\u5236\u6a21\u578b\u53ef\u652f\u6301\u4f01\u4e1a\u7f51\u7ad9\u3001\u4ea7\u54c1\u624b\u518c\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u5ba2\u6237\u652f\u6301\u804a\u5929\u3001\u7535\u5b50\u5b66\u4e60\u5185\u5bb9\u3001\u6cd5\u5f8b\u6587\u4ef6\u548c\u4ea7\u54c1\u7528\u6237\u754c\u9762 (UIs) \u7b49\u5404\u79cd\u5185\u5bb9\u7c7b\u578b\u7684\u7ffb\u8bd1\u3002<\/p>\n

\u7136\u540e\uff0c\u6bcf\u4e2a\u5ba2\u6237\u7684\u5fae\u8c03\u6a21\u578b\u90fd\u53ef\u4ee5\u4e0eLILT Create\u914d\u5bf9\uff0cLILT Create\u662f\u4e00\u79cd\u751f\u6210\u5f0f\u5de5\u5177\uff0c\u5b83\u4ee5\u6bcf\u4e2a\u5ba2\u6237\u7684\u6570\u636e\u4f5c\u4e3a\u63d0\u793a\uff0c\u4ee5\u76ee\u6807\u8bed\u8a00\u4e3a\u5185\u5bb9\u521b\u4f5c\u8005\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u4e0e\u54c1\u724c\u4e00\u81f4\u7684\u5185\u5bb9\u3002\u8be5\u5de5\u5177\u53ef\u4e3a\u5185\u5bb9\u521b\u4f5c\u8005\u8282\u770190%\u7684\u524d\u671f\u5185\u5bb9\u521b\u4f5c\u65f6\u95f4\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u63d0\u524d\u6839\u636e\u4e1a\u52a1\u504f\u597d\u5b8c\u5584\u548c\u786e\u5b9a\u5185\u5bb9\uff0c\u7136\u540e\u5728\u5168\u7403\u5e02\u573a\u53d1\u5e03\u3002<\/p>\n

LILT\u8fd8\u53ef\u4e0e\u7b2c\u4e09\u65b9LLMs\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\u517c\u5bb9\uff0c\u901a\u8fc7\u5fae\u8c03\u6240\u6709\u8bed\u8a00\u7684\u81ea\u5b9a\u4e49\u6a21\u578b\u6765\u786e\u4fdd\u9876\u7ea7\u6027\u80fd\u3002LLM\u96c6\u6210\u5305\u62ec\u8c37\u6b4c\u7ffb\u8bd1\u3001\u4e9a\u9a6c\u900a\u7ffb\u8bd1\u3001GPT\u3001DeepL\u548cAmazon Bedrock\u3002<\/p>\n

Lionbridge\uff08\u9996\u5e2d\u4ea7\u54c1\u5b98Will Rowlands-Rees\uff09\uff1aLionbridge\u4e00\u76f4\u662f\u8bed\u8a00\u521b\u65b0\u9886\u57df\u7684\u9886\u5bfc\u8005\uff0c GenAI\u4e5f\u4e0d\u4f8b\u5916\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u4e0e\u8fd9\u9879\u521b\u65b0\u6280\u672f\u5408\u4f5c\uff0c\u5229\u7528 LLMs\u589e\u5f3a\u6211\u4eec\u7684\u5168\u7403\u5185\u5bb9\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ee5\u63d0\u9ad8\u901f\u5ea6\u548c\u4e2a\u6027\u5316\u7a0b\u5ea6\u3002\u8fd9\u79cd\u6574\u5408\u7f29\u77ed\u4e86\u9879\u76ee\u5468\u8f6c\u65f6\u95f4\uff0c\u5c06\u9002\u7528\u6027\u548c\u5ba2\u6237\u6ee1\u610f\u5ea6\u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u6c34\u5e73\u3002<\/p>\n

\u4e3a\u4e86\u6ee1\u8db3\u5ba2\u6237\u4e0d\u65ad\u53d8\u5316\u7684\u9700\u6c42\uff0c\u6211\u4eec\u5728\u4f20\u7edf\u672c\u5730\u5316\u4e2d\u6218\u7565\u6027\u5730\u4f7f\u7528GenAI\u3002\u8fd9\u9879\u6280\u672f\u4f7f\u6211\u4eec\u80fd\u591f\u4ee5\u66f4\u5feb\u7684\u901f\u5ea6\u548c\u66f4\u9ad8\u7684\u51c6\u786e\u6027\u4e3a\u5ba2\u6237\u63d0\u4f9b\u5bf9\u5185\u5bb9\u7684\u66f4\u591a\u63a7\u5236\u3002\u6211\u4eec\u5728\u4e0a\u6e38\u5229\u7528\u5b83\u4ece\u6e90\u5934\u521b\u5efa\u9ad8\u8d28\u91cf\u5185\u5bb9\uff0c\u5e76\u7b80\u5316\u4ece\u521b\u5efa\u5230\u5ba1\u6838\u548c\u4ea4\u4ed8\u7684\u6574\u4e2a\u5185\u5bb9\u6d41\u7a0b\u3002\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u5f00\u53d1\u65b0\u7684\u4ea7\u54c1\u548c\u670d\u52a1\uff0c\u52a0\u5feb\u5bf9\u901f\u5ea6\u548c\u6210\u672c\u81f3\u5173\u91cd\u8981\u7684\u4f20\u7edf\u5ba1\u6838\u6d41\u7a0b\u3002<\/p>\n

\u6211\u4eec\u4e3a\u6240\u6709\u5458\u5de5\u63d0\u4f9b\u6709\u5173GenAI\u5de5\u5177\u7684\u57f9\u8bad\uff0c\u5e76\u57282024\u5e74\u4e3a\u6240\u6709\u5458\u5de5\u8bbe\u5b9a\u4e86GenAI\u76ee\u6807\u3002\u4ed6\u4eec\u5e76\u4e0d\u53ea\u662f\u5076\u5c14\u5c1d\u8bd5\u8fd9\u9879\u6280\u672f\uff0c\u800c\u662f\u7ecf\u5e38\u4f7f\u7528GenAI\u6765\u534f\u52a9\u5de5\u4f5c\u3002\u6211\u4eec\u5229\u7528GenAI\u7684\u5f3a\u5927\u529f\u80fd\u6765\u52a0\u5f3a\u524d\u666f\u63a2\u7d22\u548c\u63d0\u9ad8\u9500\u552e\u4e1a\u7ee9\u3001\u7b80\u5316\u5165\u804c\u6d41\u7a0b\u548c\u81ea\u52a8\u5316\u8fd0\u8425\u4e2d\u7684\u91cd\u590d\u6027\u4efb\u52a1\u4ee5\u53ca\u63ed\u793a\u8d22\u52a1\u8d26\u5355\u8d8b\u52bf\u3002 \u968f\u7740\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u65e5\u5e38\u6d3b\u52a8\u7684\u57fa\u77f3\uff0c\u6211\u4eec\u4e5f\u5df2\u7ecf\u5bf9\u5176\u6df1\u5165\u4e86\u89e3\uff0c\u8fd9\u8ba9\u6211\u4eec\u7684\u56e2\u961f\u548c\u5ba2\u6237\u90fd\u53d7\u76ca\u532a\u6d45\u3002<\/p>\n

Pangeanic\uff08\u673a\u5668\u5b66\u4e60\u90e8\u95e8\u4e3b\u7ba1Jos\u00e9 Miguel Herrera Maldonado\uff09\uff1aGenAI\u5bf9Pangeanic\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c \u5b83\u5c06\u6211\u4eec\u7684\u4e00\u4e9b\u89e3\u51b3\u65b9\u6848\uff0c \u5982\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\uff0c \u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u6c34\u5e73\u3002 \u867d\u7136\u8bd1\u5458\u3001 \u672c\u5730\u5316\u90e8\u95e8\u548c\u8bed\u8a00\u670d\u52a1\u63d0\u4f9b\u5546\uff08LSPs\uff09\u7684\u65e2\u5b9a\u76ee\u6807\u662f\u5e2e\u52a9\u4eba\u7c7b\u7406\u89e3\u4e0d\u540c\u6587\u5316\u548c\u8bed\u8a00\uff0c\u4f46\u8fc7\u53bb 30 \u5e74\u6765\uff0c\u8bed\u8a00\u884c\u4e1a\u4e00\u76f4\u5728\u8bed\u6bb5\u5c42\u9762\u5f00\u5c55\u5de5\u4f5c–\u8fd9\u662f\u6beb\u65e0\u610f\u4e49\u7684\uff0c \u56e0\u4e3a\u4eba\u7c7b\u4e0d\u662f\u5728\u8bed\u6bb5\u5c42\u9762\u8fdb\u884c\u4ea4\u6d41\u7684\u3002<\/p>\n

GenAI\u7684\u660e\u663e\u7528\u4f8b\u662f\u751f\u6210\u62a5\u544a\u3001\u9879\u76ee\u6587\u6863\u3001\u65b0\u95fb\u3001\u6807\u9898\u548c\u6458\u8981\u3002\u4f46\u5728\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u9886\u57df\uff0c\u6211\u4eec\u5229\u7528GenAI\u5728\u7ae0\u8282\u3001\u9875\u9762\u548c\u6bb5\u843d\u5c42\u9762\u63d0\u9ad8\u7ffb\u8bd1\u7684\u8d28\u91cf\u548c\u6d41\u7545\u6027\uff0c\u8fd9\u5c31\u597d\u6bd4\u6709\u4e86\u4e00\u4e2a\u4eba\u5de5\u5ba1\u7a3f\u4eba\u6216\u540e\u671f\u7f16\u8f91\u3002GenAI\u7684\u5927\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3\u6709\u52a9\u4e8e\u8bc6\u522b\u8bed\u8a00\u548c\u4e0a\u4e0b\u6587\u6a21\u5f0f\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u51c6\u786e\u3001\u66f4\u81ea\u7136\u7684\u7ffb\u8bd1\u3002\u4e0d\u4ec5\u662fChatGPT\uff0c\u60a8\u8fd8\u53ef\u4ee5\u8fd0\u884c\u5176\u4ed6\u6a21\u578b\u6765\u66f4\u597d\u5730\u63a7\u5236\u8f93\u51fa\u548c\u9690\u79c1\u3002 \u5982\u679c\u5c06\u5b83\u4e0e\u4f18\u79c0\u7684\u81ea\u5b9a\u4e49\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08NMT\uff09\u3001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7cfb\u7edf\u548c\u672f\u8bed\u7ba1\u7406\u76f8\u7ed3\u5408\uff0c\u4f5c\u4e3a\u540e\u671f\u7f16\u8f91\u5668\u4f7f\u7528\uff0c\u6548\u679c\u60ca\u4eba\u3002<\/p>\n

Phrase\uff08\u9996\u5e2d\u4ea7\u54c1\u5b98Simone Bohnenberger-Rich\uff09\uff1aGenAI\u662fPhrase\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u63a8\u52a8\u4e86\u6211\u4eec\u672c\u5730\u5316\u6d41\u7a0b\u7684\u91cd\u5927\u8fdb\u6b65\u3002\u5b83\u589e\u5f3a\u5e76\u81ea\u52a8\u5316\u4e86\u4ee5\u524d\u4eba\u5de5\u667a\u80fd\u6280\u672f\u96be\u4ee5\u5b8c\u6210\u7684\u590d\u6742\u4efb\u52a1\u3002\u5728Phrase\u7684\u6280\u672f\u6808\u4e2d\uff0c \u6211\u4eec\u5728\u5173\u952e\u70b9\u90e8\u7f72GenAI\uff0c\u4ee5\u5b9e\u73b0\u4eba\u5de5\u6d41\u7a0b\u7684\u8d85\u7ea7\u81ea\u52a8\u5316\uff0c\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u6210\u672c\u6548\u76ca\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u4f7f\u7528LLMs\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u9488\u5bf9\u7279\u5b9a\u53d7\u4f17\u7684\u7ffb\u8bd1\uff0c\u63d0\u5347\u4e86\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u7684\u8d28\u91cf\uff0c\u5927\u5927\u51cf\u5c11\u4e86\u5bf9\u4eba\u5de5\u7f16\u8f91\u7684\u9700\u6c42\u3002\u5b83\u8fd8\u80fd\u81ea\u52a8\u6267\u884c\u6210\u672c\u9ad8\u6602\u7684\u8d28\u91cf\u4fdd\u8bc1\uff08QA\uff09\u6b65\u9aa4\uff0c\u5982\u8bed\u8a00\u8d28\u91cf\u8bc4\u4f30\uff0c\u800c\u6709\u4e9b\u673a\u6784\u56e0\u6210\u672c\u539f\u56e0\u4f1a\u7701\u7565\u8fd9\u4e9b\u6b65\u9aa4\u3002\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u5728\u786e\u4fdd\u8d28\u91cf\u7684\u540c\u65f6\u8282\u7701\u9ad8\u8fbe90%\u7684\u5f00\u652f\u3002\u6b64\u5916\uff0cGenAI\u8fd8\u80fd\u5e2e\u52a9\u8c03\u6574\u8bed\u97f3\u8bed\u8c03\u548c\u5176\u4ed6\u98ce\u683c\u5143\u7d20\uff0c\u4f7f\u5176\u4e0e\u54c1\u724c\u58f0\u97f3\u76f8\u4e00\u81f4\uff0c\u8fd9\u53ef\u786e\u4fdd\u5185\u5bb9\u521b\u4f5c\u66f4\u5177\u9002\u5e94\u6027\u548c\u54cd\u5e94\u6027\u3002\u901a\u8fc7\u4ee5\u8fd9\u4e9b\u65b9\u5f0f\u6574\u5408GenAI\uff0c\u6211\u4eec\u5229\u7528\u6280\u672f\u63d0\u5347\u4e86\u670d\u52a1\u8d28\u91cf\u548c\u8fd0\u8425\u6548\u7387\uff0c\u4fc3\u8fdb\u4e86\u672c\u5730\u5316\u7684\u53ef\u6269\u5c55\u548c\u6709\u6548\u521b\u65b0\u3002<\/p>\n

Translated\uff08\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u526f\u603b\u88c1John Tinsley\uff09\uff1a\u4eba\u5de5\u667a\u80fd–\u65e0\u8bba\u662f\u751f\u6210\u5f0f\u3001\u9884\u6d4b\u5f0f\u8fd8\u662f\u5176\u4ed6\u5f62\u5f0f–\u5728Translated\u53d1\u6325\u7740\u4e0d\u53ef\u6216\u7f3a\u7684\u4f5c\u7528\uff0c\u5e76\u4e14\u5728\u8fc7\u53bb20\u5e74\u6765\u4e00\u76f4\u5982\u6b64\u3002\u65e9\u57282017\u5e74\uff0c\u968f\u7740NMT\u7684\u51fa\u73b0\uff0c\u6211\u4eec\u7684\u673a\u5668\u7ffb\u8bd1\u89e3\u51b3\u65b9\u6848ModernMT\u6210\u4e3a\u53d8\u538b\u5668\u6280\u672f\u7684\u9996\u4e2a\u5546\u4e1a\u5e94\u7528\u3002 \u6b64\u540e\uff0c\u53d8\u538b\u5668\u6280\u672f\u5728\u5f53\u4eca\u7684GenAI\u9886\u57df\u5f97\u5230\u4e86\u66f4\u5e7f\u6cdb\u7684\u666e\u53ca\uff0c\u6210\u4e3a\u652f\u6491LLMs\u7684\u6280\u672f\uff08\u8bf7\u6ce8\u610fGPT\u4e2d\u7684T\u4ee3\u8868\u53d8\u538b\u5668\uff09\u3002<\/p>\n

\u968f\u7740\u6211\u4eec\u4ece\u7b2c\u4e00\u6ce2\u57fa\u7840\u6a21\u578b\u8f6c\u5411\u66f4\u5177\u4f53\u7684GenAI\u5e94\u7528\u5b9e\u73b0\uff0c\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u672c\u8eab\u4e5f\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u5728\u672c\u8d28\u4e0a\u53d8\u5f97\u66f4\u5177\u751f\u6210\u6027\u3002\u8fd9\u6781\u5927\u5730\u6269\u5c55\u4e86\u5b83\u7684\u529f\u80fd\u8303\u56f4\uff0c\u53ef\u4ee5\u4f7f\u7528\u8d8a\u6765\u8d8a\u591a\u7684\u4e0a\u4e0b\u6587\uff0c\u5e76\u50cf\u8bd1\u5458\u4f7f\u7528\u98ce\u683c\u6307\u5357\u4e00\u6837\u63a5\u53d7\u7cbe\u786e\u7684\u6307\u4ee4\u3002\u8fd9\u4f7f\u5b83\u5f02\u5e38\u5f3a\u5927\uff0c\u4e5f\u8ba9\u6211\u4eec\u8d8a\u6765\u8d8a\u63a5\u8fd1\u8bed\u8a00\u672c\u8eab\u3002<\/p>\n

\u8003\u8651\u5230\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u662f\u4eba\u5de5\u667a\u80fd\uff0c\u56e0\u6b64\u5b83\u5728\u6574\u4e2aTranslated\u65e0\u5904\u4e0d\u5728\u3002\u6240\u6709\u4eba\u5de5\u7ffb\u8bd1\u90fd\u5728\u4e0d\u540c\u7a0b\u5ea6\u4e0a\u4f7f\u7528\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u5efa\u8bae\uff0c\u800c\u6570\u4ee5\u5343\u8ba1\u7684\u5ba2\u6237\u5219\u901a\u8fc7ModernMT\u5c06\u4eba\u5de5\u667a\u80fd\u76f4\u63a5\u7528\u4f5c\u4ea7\u54c1\u672c\u8eab\u3002\u5728\u8fd9\u4e9b\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u6211\u4eec\u8fd8\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8d28\u91cf\u8bc4\u4f30\u6765\u5e2e\u52a9\u786e\u5b9a\u6211\u4eec\u5e94\u8be5\u5c06\u4eba\u529b\u96c6\u4e2d\u5728\u54ea\u4e9b\u65b9\u9762\uff0c\u4ece\u800c\u4f7f\u6211\u4eec\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u4e5f\u662f\u6211\u4eec\u89c6\u542c\u670d\u52a1\u7684\u57fa\u7840\uff0c\u5728\u8fc7\u53bb\u4e24\u5e74\u4e2d\uff0c\u4eba\u5de5\u667a\u80fd\u5df2\u6210\u4e3a\u4e1a\u52a1\u589e\u957f\u6700\u5feb\u7684\u9886\u57df\u3002\u8fd9\u5305\u62ec\u6211\u4eec\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u3001\u8bed\u97f3\u5408\u6210\u548c\u65e5\u76ca\u6d41\u884c\u7684\u8bed\u97f3\u514b\u9686\u6280\u672f\u3002\u5728\u6211\u4eec\u7684\u4f01\u4e1a\u5ba2\u6237\u7fa4\u4e2d\uff0c\u5df2\u7ecf\u6709\u8bb8\u591a\u6709\u6548\u548c\u5927\u89c4\u6a21\u5e94\u7528\u7684\u5b9e\u4f8b\u3002<\/p>\n

\u6211\u4eec\u8fd8\u4ee5\u4e0d\u592a\u660e\u663e\u7684\u65b9\u5f0f\u5728\u6574\u4e2a\u4e1a\u52a1\u4e2d\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u4f8b\u5982\u5e2e\u52a9\u6211\u4eec\u7684\u793e\u533a\u548c\u9879\u76ee\u7ba1\u7406\u56e2\u961f\u4e3a\u5ba2\u6237\u7684\u7ed9\u5b9a\u9879\u76ee\u9009\u62e9\u6700\u5408\u9002\u7684\u4eba\u529b\u8d44\u6e90\u3002\u518d\u6b21\u5f3a\u8c03\uff0c\u5c3d\u7ba1\u5176\u5e94\u7528\u548c\u6709\u6548\u6027\u6b63\u5728\u4e0d\u65ad\u6269\u5927\uff0c\u4f46\u8fd9\u4e9b\u4e0d\u4e00\u5b9a\u662f\u6700\u65b0\u7684\u53d1\u5c55\u3002<\/p>\n

\u4eba\u7c7b\u5728\u8fd9\u4e9b\u8fc7\u7a0b\u4e2d\u626e\u6f14\u4ec0\u4e48\u89d2\u8272\uff1f<\/strong><\/p>\n

Acolad\uff1a\u5728Acolad\uff0c\u6211\u4eec\u5021\u5bfc\u201c\u4e13\u5bb6\u53c2\u4e0e\u201d\u7684\u65b9\u6cd5–\u5f3a\u8c03\u900f\u660e\u5ea6\u548c\u8d23\u4efb\u611f\u3002\u6211\u4eec\u7684\u4e13\u4e1a\u5f00\u53d1\u56e2\u961f\u4e13\u6ce8\u4e8e\u521b\u5efa\u548c\u90e8\u7f72\u521b\u65b0\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u6211\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u5927\u4f7f\u8ba1\u5212\u5219\u5728\u5ba2\u6237\u548c\u5458\u5de5\u4e2d\u63a8\u5e7f\u4eba\u5de5\u667a\u80fd\u77e5\u8bc6\u548c\u5e94\u7528\u3002\u8fd9\u4f53\u73b0\u4e86\u6211\u4eec\u201c\u4e00\u4e2a\u90fd\u4e0d\u80fd\u5c11\u201d\u7684\u653f\u7b56\uff0c\u65e8\u5728\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u5229\u7528\u8fd9\u9879\u6280\u672f\uff0c\u5e76\u5c06\u4eba\u5de5\u667a\u80fd\u5b9a\u4f4d\u4e3a\u63d0\u9ad8\u751f\u4ea7\u529b\u3001\u91ca\u653e\u589e\u957f\u548c\u521b\u65b0\u673a\u4f1a\u7684\u5de5\u5177\u3002\u6211\u4eec\u8fd8\u81f4\u529b\u4e8e\u63d0\u9ad8\u5458\u5de5\u7684\u6280\u80fd\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u80dc\u4efb\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u65b0\u804c\u4f4d\uff0c\u5e76\u8058\u7528\u5177\u6709\u4eba\u5de5\u667a\u80fd\u80cc\u666f\u7684\u5de5\u7a0b\u5e08\u3001\u4ea7\u54c1\u7ecf\u7406\u548c\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u5e08\uff0c\u4e3a\u4ed6\u4eec\u5e26\u6765\u66f4\u591a\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u5168\u65b0\u7684\u89c6\u89d2\u3002<\/p>\n

Argos Multilingual\uff1a\u4f01\u4e1a\u6b63\u5728\u5411\u4eba\u5de5\u667a\u80fd\u751f\u6210\u5185\u5bb9\u7684\u6d41\u7a0b\u8fc7\u6e21\uff0c\u4f18\u52bf\u663e\u800c\u6613\u89c1\uff0c\u4f46\u98ce\u9669\u4e5f\u540c\u6837\u5b58\u5728\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4eba\u7c7b\u5728\u9a8c\u8bc1\u548c\u7f16\u8f91\u5404\u79cd\u5185\u5bb9\u7c7b\u578b\u65f6\u4e0d\u53ef\u6216\u7f3a\uff0c\u8fd9\u5305\u62ec\u6284\u88ad\u68c0\u67e5\u3001\u4e8b\u5b9e\u6838\u5b9e\u4ee5\u53ca\u5b9a\u671f\u5bf9\u4f7f\u7528\u7684\u63d0\u793a\u8bed\u8fdb\u884c\u53cd\u9988\u3002<\/p>\n

Bureau Works\uff1a\u4eba\u7c7b\u662f\u8fd9\u4e00\u5207\u7684\u4e2d\u5fc3\u3002\u8fed\u4ee3\u8fd9\u4e00\u6982\u5ff5\u7684\u5de5\u7a0b\u5e08\u4e0e\u8bd1\u5458\u7684\u4f53\u9a8c\u7d27\u5bc6\u76f8\u8fde\uff0c\u800c\u8bd1\u5458\u5219\u4e0e\u5de5\u7a0b\u5e08\u6784\u5efa\u7684\u6280\u672f\u7d27\u5bc6\u76f8\u8fde\u3002\u6211\u4eec\u5c06GenAI\u89c6\u4e3a\u4e00\u4e2a\u95e8\u6237\u7f51\u7ad9\uff0c\u5141\u8bb8\u7528\u6237\u4e0e\u4ed6\u4eec\u7684\u5f15\u64ce\u4ee5\u6d41\u7545\u5730\u5bf9\u8bdd\u4ea4\u6d41\u4fe1\u606f\u3002\u4e0e\u50f5\u5316\u7684\u3001\u4ee5\u8bed\u6cd5\u4e3a\u5bfc\u5411\u7684\u4f20\u7edf\u65b9\u6cd5\u76f8\u6bd4\uff0c \u8bed\u8a00\u6a21\u578b\u7684\u8bed\u4e49\u80fd\u529b\u66f4\u52a0\u6d41\u7545\u3001 \u53cd\u5e94\u66f4\u5feb\u3002 \u4eba\u7c7b\u4e0d\u4ec5\u53c2\u4e0e\u5176\u4e2d\uff0c\u8fd8\u80fd\u5b8c\u5168\u63a7\u5236\u6574\u4e2a\u8fc7\u7a0b\u3002\u4ed6\u4eec\u53ef\u4ee5\u9009\u62e9\u542f\u7528\u6216\u7981\u7528\u54ea\u4e9bGenAI\u529f\u80fd\uff0c\u9075\u5faa\u6216\u5ffd\u7565\u54ea\u4e9b\u529f\u80fd\uff0c\u7b49\u7b49\u3002\u5f15\u64ce\u7684\u5b58\u5728\u662f\u4e3a\u4e86\u89e3\u9501\u66f4\u9ad8\u7684\u521b\u9020\u529b\u548c\u6279\u5224\u6027\u6f5c\u80fd\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u8ba9\u4ed6\u4eec\u8fd0\u884c\u66f4\u5feb\u3002\u8fd9\u662f\u4e00\u4e2a\u4e0d\u65ad\u5fae\u8c03\u6280\u672f\u7684\u8fc7\u7a0b\uff0c\u4ee5\u6700\u5c0f\u5316\u7f16\u8f91\u8ddd\u79bb\uff0c\u540c\u65f6\u6700\u5927\u5316\u8bd1\u5458\u7684\u521b\u4f5c\u4f53\u9a8c\u3002<\/p>\n

Gateway Translations\uff1a\u4eba\u7c7b\u7684\u4e13\u4e1a\u77e5\u8bc6\u5bf9\u4e8e\u4f18\u5316\u63d0\u793a\u3001\u89e3\u51b3\u6e90\u9519\u8bef\u548c\u589e\u52a0\u6587\u5316\u80cc\u666f\u4ecd\u7136\u81f3\u5173\u91cd\u8981\u3002 \u6709\u6548\u7684\u63d0\u793a\u53ef\u4ee5\u8ba9\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u5e08\u6807\u8bb0\u51fa\u4eca\u540e\u9700\u8981\u5ba1\u67e5\u7684\u975e\u5305\u5bb9\u6027\u8bed\u8a00\u3002 \u6211\u4eec\u5bf9\u4fee\u8ba2\u8fc7\u7a0b\u8fdb\u884c\u76d1\u7763\uff0c\u5e76\u901a\u8fc7\u6bd4\u8f83\u539f\u59cb\u8f93\u51fa\u548c\u4fee\u8ba2\u540e\u7684\u6700\u7ec8\u6587\u672c\uff0c\u5bf9\u5df2\u5b9e\u65bd\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff08\u5982\u7279\u5b9a\u7684LLMs\uff09\u7684\u6548\u7387\u8fdb\u884c\u5ba1\u67e5\u3002\u4e8b\u5b9e\u8bc1\u660e\uff0c\u5c06\u6280\u672f\u4e0e\u4f5c\u4e3a\u4e3b\u9898\u4e13\u5bb6\u7684\u6bcd\u8bed\u4eba\u58eb\u76f8\u7ed3\u5408\u6700\u4e3a\u6709\u6548\u3002<\/p>\n

Keylingo\uff1a\u5728\u6211\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u5f3a\u5316\u8425\u9500\u548c\u6218\u7565\u6d41\u7a0b\u4e2d\uff0c\u4eba\u7c7b\u7684\u4e13\u4e1a\u77e5\u8bc6\u4ecd\u7136\u81f3\u5173\u91cd\u8981\uff0c\u6211\u4eec\u7684\u56e2\u961f\u5728\u591a\u4e2a\u9886\u57df\u53d1\u6325\u7740\u4e0d\u53ef\u6216\u7f3a\u7684\u4f5c\u7528\u3002\u4e13\u5bb6\u4eec\u76d1\u7763\u5e76\u5b8c\u5584\u4eba\u5de5\u667a\u80fd\u751f\u6210\u7684\u5185\u5bb9\uff0c \u786e\u4fdd\u5176\u7b26\u5408\u6211\u4eec\u7684\u54c1\u724c\u4ef7\u503c\u548c\u6218\u7565\u76ee\u6807\uff0c\u4fdd\u6301\u8d28\u91cf\u548c\u76f8\u5173\u6027\u3002\u6218\u7565\u5bb6\u4eec\u89e3\u8bfb\u4eba\u5de5\u667a\u80fd\u751f\u6210\u7684\u6570\u636e\u548c\u89c1\u89e3\uff0c\u4ee5\u5236\u5b9a\u53ef\u884c\u7684\u8ba1\u5212\uff0c\u5e76\u5c06\u5176\u6709\u6548\u5730\u878d\u5165\u6211\u4eec\u66f4\u5e7f\u6cdb\u7684\u6218\u7565\u6846\u67b6\u4e2d\u3002 \u6211\u4eec\u7684\u6280\u672f\u56e2\u961f\u5728\u521b\u65b0\u5468\u671f\u7684\u5404\u4e2a\u9636\u6bb5\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5de5\u5177\uff0c \u7279\u522b\u662f\u5728\u7406\u89e3\u95ee\u9898\u548c\u521b\u5efa\u539f\u578b\u6216\u6700\u5c0f\u53ef\u884c\u4ea7\u54c1\uff08MVPs\uff09\u65f6\u3002 \u8fd9\u79cd\u65b9\u6cd5\u7b26\u5408\u6211\u4eec\u7684\u654f\u6377\u601d\u7ef4\uff0c\u4f7f\u6211\u4eec\u7684\u4e13\u5bb6\u80fd\u591f\u4e13\u6ce8\u4e8e\u51b3\u7b56\u548c\u9a8c\u8bc1\u7b49\u4efb\u52a1\u3002<\/p>\n

LILT\uff1a\u5728LILT\u7684\u5546\u4e1a\u6a21\u5f0f\u4e2d\uff0c\u4eba\u7c7b\u626e\u6f14\u7740\u57fa\u7840\u89d2\u8272\u3002LILT\u5e73\u53f0\u4e2d\u7684\u4eba\u7c7b\u8bed\u8a00\u5b66\u5bb6\u62c5\u4efb\u9a8c\u8bc1\u8005\u7684\u89d2\u8272\uff0c\u9010\u5b57\u786e\u8ba4\u51c6\u786e\u7684\u7ffb\u8bd1\u3002\u5f53\u4eba\u7c7b\u4e0e\u6a21\u578b\u63d0\u793a\u4e92\u52a8\u65f6\uff0c\u5e73\u53f0\u5c06\u6355\u83b7\u8fd9\u79cd\u4e92\u52a8\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\u3002 \u7136\u540e\uff0c\u8fd9\u4e9b\u6570\u636e\u88ab\u7528\u6765\u9488\u5bf9\u5ba2\u6237\u7684\u504f\u597d\u3001\u8bed\u8c03\u3001\u672f\u8bed\u548c\u98ce\u683c\u6765\u5fae\u8c03\u8be5\u5ba2\u6237\u7684\u6a21\u578b\u3002<\/p>\n

\u5728\u6839\u636e\u5ba2\u6237\u504f\u597d\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u540e\uff0c\u5bf9\u8bed\u8a00\u5b66\u5bb6\u7684\u9700\u6c42\u53d6\u51b3\u4e8e\u6e90\u5185\u5bb9\u548c\u65b0\u7684\u5dee\u5f02\u5316\u5185\u5bb9\u7684\u6570\u91cf\uff08\u4f8b\u5982\uff0c\u5ba2\u6237\u7ecf\u5e38\u53d1\u9001\u65b0\u7684\u5185\u5bb9\u7c7b\u578b\u3001\u8fdb\u884c\u54c1\u724c\u66f4\u65b0\u548c\u5f15\u5165\u65b0\u7684\u672f\u8bed\uff09\u3002LILT\u901a\u8fc7\u5355\u8bcd\u9884\u6d4b\u51c6\u786e\u7387 (WPA) \u6765\u8861\u91cf\u6a21\u578b\u5fae\u8c03\u7684\u5f71\u54cd\uff0cWPA\u662f\u8861\u91cf\u5fae\u8c03\u6a21\u578b\u50cf\u4eba\u7c7b\u8bed\u8a00\u5b66\u5bb6\u4e00\u6837\u7ffb\u8bd1\u6e90\u5185\u5bb9\u7684\u80fd\u529b\u7684\u5206\u6570\u3002 \u6211\u4eec\u7684\u5ba2\u6237\u5728\u5176\u5b9a\u5236\u6a21\u578b\u4e0a\u83b7\u5f97\u4e8690%\u4ee5\u4e0a\u7684WPA\u5206\u6570\uff0c\u8fd9\u610f\u5473\u7740\u4eba\u7c7b\u8bed\u8a00\u5b66\u5bb6\u7ffb\u8bd1\u6216\u7ea0\u6b63\u7684\u5355\u8bcd\u4e0d\u5230\u63d0\u4ea4\u7ed9\u4ed6\u4eec\u7684\u5355\u8bcd\u768410%\u3002\u4f46\u662f\uff0c\u5982\u679c\u6ca1\u6709\u4eba\u7c7b\u8bed\u8a00\u5b66\u5bb6\u9a8c\u8bc1\u7ffb\u8bd1\u7684\u51c6\u786e\u6027\u5e76\u521b\u5efa\u7528\u4e8e\u6a21\u578b\u5fae\u8c03\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u8fd9\u79cd\u5fae\u8c03\u662f\u4e0d\u53ef\u80fd\u5b9e\u73b0\u7684\u3002\u6211\u4eec\u5c06\u6b64\u79f0\u4e4b\u4e3a\u4eba\u7c7b\u201c\u638c\u63a7\u65b9\u5411\u76d8\u201d\uff0c\u5373\u7531\u4eba\u7c7b\u6307\u5bfc\u548c\u76d1\u7763\u6a21\u578b\uff0c\u5e76\u6700\u7ec8\u51b3\u5b9a\u624b\u5934\u5185\u5bb9\u4f7f\u7528\u6848\u4f8b\u7684\u6700\u4f73\u8f93\u51fa\u3002<\/p>\n

LILT Create\u5c06\u7b2c\u4e09\u65b9\u5185\u5bb9\u751f\u6210\u6a21\u578b\u4e0e\u5ba2\u6237\u5728LILT\u4e2d\u5fae\u8c03\u7684\u5b9a\u5236LILT\u6a21\u578b\u548c\u7cbe\u9009\u6570\u636e\u96c6\u914d\u5bf9\u4f7f\u7528\uff0c\u751f\u6210\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u5185\u5bb9\uff0c\u5e76\u4e0e\u516c\u53f8\u7684\u58f0\u97f3\u3001\u8bed\u8c03\u548c\u672f\u8bed\u4fdd\u6301\u4e00\u81f4\u3002\u4e0d\u8fc7\uff0c\u5982\u679c\u8fc7\u9ad8\u671f\u671b\u51c6\u786e\u6027\u548c\u8d28\u91cf\uff0c\u5728\u53d1\u5e03\u5185\u5bb9\u4e4b\u524d\uff0c\u4eba\u5de5\u521b\u4f5c\u8005\u4ecd\u9700\u5bf9\u5185\u5bb9\u8fdb\u884c\u5ba1\u6838\u3001\u8c03\u6574\u548c\u5b9a\u7a3f\u3002<\/p>\n

Lionbridge\uff1a\u4eba\u7c7b\u7684\u4e13\u4e1a\u77e5\u8bc6\u63a8\u52a8\u7740\u7ffb\u8bd1\u884c\u4e1a\u7684\u53d1\u5c55\uff0c\u8fd9\u4e00\u70b9\u5373\u4f7f\u8be5\u9886\u57df\u5728\u6280\u672f\u4e0a\u4e0d\u65ad\u8fdb\u6b65\u4e5f\u4f9d\u7136\u6210\u7acb\u3002 \u5ba2\u6237\u4f9d\u8d56\u4e8e\u6211\u4eec\u5bf9\u672c\u5730\u5316\u548c\u6587\u5316\u7ec6\u5fae\u5dee\u522b\u7684\u6df1\u5165\u7406\u89e3\uff0c \u4ee5\u786e\u4fdd\u51c6\u786e\u548c\u9002\u5f53\u7684\u6c9f\u901a\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u9ad8\u5ea6\u654f\u611f\u6216\u5173\u952e\u5185\u5bb9\u7684\u590d\u6742\u6027\u65f6\uff0c\u4eba\u5de5\u4e13\u5bb6\u53ef\u4ee5\u786e\u4fdd\u7ffb\u8bd1\u7684\u4fe1\u606f\u4f20\u8fbe\u6b63\u786e\u7684\u8bed\u6c14\uff0c\u5e76\u907f\u514d\u8bef\u89e3\u3002<\/p>\n

\u6211\u4eec\u8fd8\u5fc5\u987b\u8bb0\u4f4f\uff0c\u7ffb\u8bd1\u884c\u4e1a\u6d89\u53ca\u7684\u4e0d\u4ec5\u4ec5\u662f\u6587\u5b57\u8f6c\u6362\uff0c\u5ba2\u6237\u66f4\u770b\u91cd\u7684\u662f\u4eba\u6587\u5173\u6000\u3002\u9879\u76ee\u7ecf\u7406\u8d1f\u8d23\u540e\u52e4\u5de5\u4f5c\uff0c\u8bed\u8a00\u4e13\u5bb6\u63d0\u4f9b\u7279\u5b9a\u884c\u4e1a\u7684\u77e5\u8bc6\uff0c\u5de5\u7a0b\u5e08\u786e\u4fdd\u6280\u672f\u987a\u5229\u8fd0\u884c\u3002\u8fd9\u4e9b\u89d2\u8272\u901a\u529b\u5408\u4f5c\uff0c\u63d0\u4f9b\u8bed\u8a00\u548c\u884c\u4e1a\u77e5\u8bc6\uff0c\u5f00\u53d1\u548c\u7ba1\u7406\u6280\u672f\uff0c\u6307\u5bfc\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ece\u800c\u6210\u529f\u4ea4\u4ed8\u7ffb\u8bd1\u9879\u76ee\uff0c\u786e\u4fdd\u5ba2\u6237\u6ee1\u610f\u3002<\/p>\n

Pangeanic\uff1a\u5bf9\u4e8e\u6211\u4eec\u7684\u8425\u9500\u56e2\u961f\u6765\u8bf4\uff0cGenAI\u662f\u5fc5\u5907\u7684\uff0c\u7528\u4e8e\u64b0\u5199\u6807\u9898\u548c\u6458\u8981\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\u3002\u5b83\u6d88\u9664\u4e86\u201c\u5bf9\u7a7a\u767d\u9875\u7684\u6050\u60e7\u201d\uff0c\u66f4\u4e0d\u7528\u8bf4\u521b\u5efa\u56fe\u7247\u751a\u81f3\u57fa\u672c\u4ee3\u7801\u7684\u80fd\u529b\u4e86\uff01<\/p>\n

\u7136\u800c\uff0c\u521b\u5efa\u4f18\u79c0\u7684\u8425\u9500\u6750\u6599\u3001\u4e3a\u7279\u5b9a\u5e94\u7528\u7f16\u5199\u4ee3\u7801\u4ee5\u53ca\u64b0\u5199\u6709\u89c1\u5730\u7684\u6587\u7ae0\uff0c\u8fd9\u4e9b\u90fd\u8d85\u51fa\u4e86\u8be5\u6280\u672f\u7684\u80fd\u529b\u8303\u56f4\u3002GenAI\u64c5\u957f\u6211\u4eec\u79f0\u4e4b\u4e3a\u201c\u80a4\u6d45\u201d\u7684\u4eba\u7c7b\u4efb\u52a1\u3002\u6211\u4eec\u5728LinkedIn\u548c\u5a92\u4f53\u4e0a\u770b\u5230\u8fc7\u5f88\u591a\u80a4\u6d45\u7684\u65b0\u95fb\u7b80\u62a5\uff0c\u4eba\u7c7b\u5728\u8fd9\u4e9b\u8fc7\u7a0b\u4e2d\u7684\u91cd\u8981\u6027\u4e0d\u5bb9\u4f4e\u4f30\u3002 \u65e0\u8bba\u662f\u81ea\u52a8\u7ffb\u8bd1\u3001 PE\u8fd8\u662f\u5185\u5bb9\u521b\u4f5c\uff0c GenAI\u90fd\u80fd\u7f29\u77ed\u751f\u4ea7\u65f6\u95f4\u3002\u6839\u636e\u4efb\u52a1\u7684\u4e0d\u540c\uff0c\u201c\u4eba\u5728\u73af\u4e2d\u201d\u7684\u65b9\u6cd5\u6b63\u5728\u5411\u201c\u4eba\u5728\u7aef\u4e2d\u201d\u7684\u65b9\u6cd5\u8f6c\u53d8\uff0c\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u8bc4\u4f30\u751f\u6210\u7684\u8d28\u91cf\uff0c\u786e\u4fdd\u5176\u7b26\u5408\u51c6\u786e\u6027\u3001\u672f\u8bed\u4e00\u81f4\u6027\u548c\u98ce\u683c\u7684\u6807\u51c6\u3002<\/p>\n

Phrase\uff1a\u5c3d\u7ba1GenAI\u529f\u80fd\u5f3a\u5927\uff0c\u4f46\u8981\u786e\u4fdd\u5176\u5e26\u6765\u771f\u6b63\u7684\u6295\u8d44\u56de\u62a5(ROI)\uff0c\u4eba\u5de5\u76d1\u7763\u4ecd\u7136\u81f3\u5173\u91cd\u8981\u3002\u4eba\u7c7b\u5bf9\u4e8e\u7ba1\u7406\u6574\u4e2a\u6d41\u7a0b\u3001\u5b9a\u4e49\u4e1a\u52a1\u903b\u8f91\u548c\u9650\u5236\uff08\u5982GenAI\u8fd0\u884c\u7684\u901f\u5ea6\u3001\u6570\u91cf\u548c\u8d28\u91cf\uff09\u81f3\u5173\u91cd\u8981\u3002\u6211\u4eec\u6b63\u5728\u5b9e\u65bd\u7684GenAI\u529f\u80fd\u5177\u6709\u975e\u5e38\u6e05\u6670\u900f\u660e\u7684\u8d28\u91cf\u63a7\u5236\u7cfb\u7edf\uff0c\u4f8b\u5982Phrase\u8d28\u91cf\u6027\u80fd\u8bc4\u5206\uff0c\u4ee5\u786e\u4fdd\u8fbe\u5230\u8fd9\u4e9b\u6807\u51c6\u3002\u6b64\u5916\uff0c\u4eba\u7c7b\u8fd8\u4e3aGenAI\u7684\u8fd0\u884c\u8bbe\u5b9a\u603b\u4f53\u53c2\u6570\uff0c\u5e76\u7ba1\u7406\u6216\u76d1\u7763GenAI\u6a21\u578b\uff0c\u4ee5\u786e\u4fdd\u8f93\u51fa\u7ed3\u679c\u51c6\u786e\u65e0\u8bef\uff0c\u8fd9\u79cd\u5148\u8fdb\u6280\u672f\u4e0e\u4eba\u5de5\u76d1\u7763\u7684\u7ed3\u5408\u5bf9\u4e8e\u6700\u5927\u5316\u6211\u4eec\u6d41\u7a0b\u7684\u6709\u6548\u6027\u548c\u53ef\u9760\u6027\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

Translated\uff1a\u6211\u4eec\u7ffb\u8bd1\u516c\u53f8\u7684\u5ea7\u53f3\u94ed\u662f\u201c\u6211\u4eec\u76f8\u4fe1\u4eba\u7c7b\u201d\uff0c\u56e0\u6b64\u53ef\u4ee5\u8bf4\u4eba\u7c7b\u662f\u6211\u4eec\u51e0\u4e4e\u6240\u6709\u5de5\u4f5c\u7684\u57fa\u77f3\u3002\u4eba\u7c7b\u521b\u9020\u3001\u8f6c\u6362\u3001\u4fee\u6539\u3001\u8bc4\u4f30\u548c\u6279\u51c6\u5185\u5bb9\u3002\u6709\u65f6\uff0c\u4ed6\u4eec\u4ece\u96f6\u5f00\u59cb\uff0c\u4f46\u5927\u591a\u65f6\u5019\uff0c\u4ed6\u4eec\u662f\u5728\u4eba\u5de5\u667a\u80fd\u7684\u8f85\u52a9\u4e0b\u5b8c\u6210\u8fd9\u4e9b\u5de5\u4f5c\u7684\u3002\u8fd9\u662f\u4e00\u79cd\u5171\u751f\u5173\u7cfb\uff0c\u56e0\u4e3a\u4eba\u4eec\u4e0e\u4eba\u5de5\u667a\u80fd\u5408\u4f5c\u5f97\u8d8a\u591a\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u8d8a\u80fd\u66f4\u597d\u5730\u5e2e\u52a9\u4eba\u4eec\u5b8c\u6210\u7ffb\u8bd1\u3001\u5ba1\u6821\u3001\u8d28\u91cf\u4fdd\u8bc1\u3001\u5b57\u5e55\u6216\u914d\u97f3\u7b49\u5de5\u4f5c\u3002<\/p>\n

\u4f46\u8fd9\u5e76\u4e0d\u662f\u8bf4\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u53d6\u4ee3\u4eba\u7c7b\u672c\u5e94\u5b8c\u6210\u7684\u5de5\u4f5c–\u8fdc\u975e\u5982\u6b64\u3002 \u4f01\u4e1a\u7684\u7ffb\u8bd1\u5de5\u4f5c\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u591a\uff01\u8fc7\u53bb\uff0c\u7ffb\u8bd1\u6216\u672c\u5730\u5316\u53d6\u51b3\u4e8e\u57fa\u4e8e\u65f6\u95f4\u548c\u9884\u7b97\u65b9\u9762\u7684\u53ef\u80fd\u6027\u3002\u73b0\u5728\uff0c\u8fd9\u4e9b\u9650\u5236\u90fd\u5df2\u6d88\u9664\uff0c\u4ed6\u4eec\u5f00\u59cb\u5168\u529b\u4ee5\u8d74\u3002\u662f\u7684\uff0c\u6709\u4e9b\u5de5\u4f5c\u662f\u5b8c\u5168\u81ea\u52a8\u5316\u7684\uff0c\u4f46\u8fd9\u4f7f\u5f97\u4eba\u7c7b\u2014\u2014\u4e3b\u9898\u4e13\u5bb6\u2014\u2014\u80fd\u591f\u5c06\u4ed6\u4eec\u7684\u6280\u80fd\u5e94\u7528\u5230\u5f71\u54cd\u6700\u5927\u3001\u6700\u5173\u952e\u7684\u5730\u65b9\u3002<\/p>\n

\u5f53\u7136\uff0c\u968f\u7740\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4eba\u7c7b\u5728\u5185\u5bb9\u521b\u4f5c\u548c\u672c\u5730\u5316\u8fc7\u7a0b\u4e2d\u7684\u4f5c\u7528\u4e5f\u5728\u4e0d\u65ad\u53d1\u5c55\u548c\u53d8\u5316\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u81ea\u5de5\u4e1a\u9769\u547d\u4ee5\u6765\u591a\u6b21\u770b\u5230\u7684\u8d8b\u52bf\uff01\u4eba\u7c7b\u4e13\u5bb6\u7684\u5de5\u4f5c\u91cd\u70b9\u5c06\u4e0d\u518d\u662f\u4e00\u7cfb\u5217\u5e7f\u6cdb\u7684\u4efb\u52a1\uff0c\u5305\u62ec\u90a3\u4e9b\u5355\u8c03\u91cd\u590d\u7684\u4efb\u52a1\uff0c\u800c\u662f\u66f4\u5c0f\u8303\u56f4\u7684\u9ad8\u4ef7\u503c\u6d3b\u52a8\u3002<\/p>\n

\u8fd8\u6709\u4ec0\u4e48\u8865\u5145\u7684\u5417\uff1f<\/strong><\/p>\n

Acolad\uff1a\u6211\u4eec\u5728GenAI\u65b9\u9762\u7684\u4e13\u4e1a\u77e5\u8bc6\u6700\u7ec8\u4fc3\u6210\u4e86\u6211\u4eec\u5f00\u53d1\u81ea\u5df1\u7684\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\uff0c\u8be5\u5e73\u53f0\u76ee\u524d\u6b63\u5728\u5ba2\u6237\u4e2d\u8bd5\u7528\uff0c\u4e0d\u4e45\u5c06\u5728\u5e02\u573a\u4e0a\u63a8\u51fa\u3002\u8fd9\u5bf9\u6211\u4eec\u6765\u8bf4\u662f\u4e00\u4e2a\u6fc0\u52a8\u4eba\u5fc3\u7684\u91cc\u7a0b\u7891\uff0c\u6211\u4eec\u5f88\u9ad8\u5174\u80fd\u7ee7\u7eed\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\u3002<\/p>\n

Argos Multilingual: \u5f52\u6839\u7ed3\u5e95\uff0c\u65e0\u8bba\u8fc7\u7a0b\u5982\u4f55\uff0c\u4eba\u7c7b\u4ecd\u7136\u662f\u51b3\u5b9a\u8d28\u91cf\u6807\u51c6\u3001\u4f55\u4e3a\u6b63\u786e\u3001\u4f55\u4e3a\u9519\u8bef\u7684\u6700\u7ec8\u88c1\u51b3\u8005\u3002<\/p>\n

Bureau Works\uff1a\u79d1\u6280\u5bf9\u4e00\u4e9b\u4eba\u6765\u8bf4\u662f\u673a\u9047\uff0c\u5bf9\u53e6\u4e00\u4e9b\u4eba\u6765\u8bf4\u5219\u662f\u5a01\u80c1\u3002\u7279\u522b\u662f\u5bf9\u4e8e\u90a3\u4e9b\u53d7\u5230\u5f71\u54cd\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u79cd\u53d8\u5316\u5e76\u4e0d\u53d7\u6b22\u8fce\u3002\u4e0d\u53d7\u6b22\u8fce\u7684\u53d8\u9769\u5c31\u50cf\u662f\u5fc5\u987b\u6d88\u706d\u7684\u654c\u4eba\u3002 \u8fd9\u5bfc\u81f4\u5728\u7834\u574f\u8005\u548c\u88ab\u7834\u574f\u8005\u4e4b\u95f4\u5f62\u6210\u4e86\u4e00\u79cd\u4ee5\u51b2\u7a81\u4e3a\u57fa\u7840\u7684\u5173\u7cfb\uff0c\u8fd9\u79cd\u5173\u7cfb\u8d1f\u9762\u5f71\u54cd\u4e86\u53cc\u65b9\u5171\u540c\u6210\u529f\u7684\u53ef\u80fd\u6027\u3002\u6211\u4eec\u9700\u8981\u5e38\u8bc6\u3001\u6df1\u601d\u719f\u8651\u7684\u610f\u89c1\u548c\u5f00\u653e\u7684\u5bf9\u8bdd\uff0c\u4ee5\u6700\u5927\u5316\u6211\u4eec\u5728\u672a\u6765\u66f4\u597d\u53d1\u5c55\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

Gateway Translations\uff1a\u867d\u7136\u4eba\u5de5\u667a\u80fd\u7f3a\u4e4f\u7279\u5b9a\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u6587\u5316\u77e5\u8bc6\uff0c\u4f46\u5b83\u4ecd\u80fd\u6781\u5927\u5730\u5e2e\u52a9\u6211\u4eec\u7684\u5de5\u4f5c\u3002 \u6700\u65b0\u7684LLMs\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\uff0c \u5982ChatGPT-4o\uff0c\u5728\u901f\u5ea6\u548c\u6587\u672c\u8d28\u91cf\u65b9\u9762\u90fd\u6709\u663e\u8457\u63d0\u9ad8\u3002 \u672c\u5730\u5316\u4e13\u5bb6\u5bf9\u4e8e\u786e\u4fdd\u5de5\u7a0b\u5e08\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff08API\uff09\u9a71\u52a8\u7684\u672a\u7ecf\u7f16\u8f91\u7684\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u7684\u5c40\u9650\u6027\uff08\u8fd9\u5bf9\u4ed6\u4eec\u5f88\u6709\u8bf1\u60d1\u529b\uff09\uff0c\u4ee5\u53ca\u4e0d\u65ad\u5b66\u4e60\u56fd\u9645\u5316\u6700\u4f73\u5b9e\u8df5\u4ecd\u7136\u81f3\u5173\u91cd\u8981\u3002\u5728\u6211\u4eec\u8fbe\u5230\u81ea\u52a8\u5316PE\uff08\u9884\u7f16\u8f91\uff09\u7684\u4e0b\u4e00\u4e2a\u524d\u6cbf\u9886\u57df\u4e4b\u524d\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u5728\u6d89\u53ca\u7ec8\u7aef\u5ba2\u6237\u548c\u6211\u4eec\u7684\u5168\u7403\u56e2\u961f\u7684\u8de8\u804c\u80fd\u56e2\u961f\u4e2d\u8fdb\u884c\u5b9e\u9a8c\uff0c\u5176\u4e2d\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8bed\u8a00\u5b66\u5bb6\u4ecd\u7136\u662f\u6210\u529f\u7684\u5173\u952e\u56e0\u7d20\u3002<\/p>\n

Keylingo\uff1a\u867d\u7136GenAI\u57fa\u672c\u4e0a\u4eba\u4eba\u90fd\u80fd\u4f7f\u7528\uff0c\u4f46\u5bf9Keylingo\u6765\u8bf4\uff0c\u4ea7\u54c1\u5e02\u573a\u663e\u7136\u5e76\u4e0d\u9002\u5408\u6211\u4eec\u7684\u7406\u60f3\u5ba2\u6237\u3002\u5c3d\u7ba1\u5982\u6b64\uff0cKeylingo\u6b63\u5728\u5c06GenAI\u7528\u4e8e\u591a\u4e2a\u5185\u90e8\u6d41\u7a0b\uff0c\u56e0\u6b64\u6211\u4eec\u6b63\u5728\u5b66\u4e60\u548c\u63d0\u9ad8\u4f7f\u7528\u8fd9\u4e00\u91cd\u8981\u5de5\u5177\u7684\u80fd\u529b\u3002\u968f\u7740GenAI\u7684\u6210\u719f\uff0c\u6211\u4eec\u80af\u5b9a\u4f1a\u9075\u5faa\u8be6\u7ec6\u548c\u5168\u9762\u7684\u4eba\u5de5\u5ba1\u6838\u6d41\u7a0b\uff0c\u5728\u5176\u4ea4\u4ed8\u7ed9\u5ba2\u6237\u7684\u8fc7\u7a0b\u4e2d\u4e88\u4ee5\u6d4b\u8bd5\u3002\u6700\u540e\uff0c\u5bf9Keylingo\u6765\u8bf4\uff0c\u663e\u800c\u6613\u89c1\u7684\u662f\uff0cGenAI\u5c06\u5bf9\u8bed\u8a00\u670d\u52a1\u884c\u4e1a\u4ea7\u751f\u5de8\u5927\u5f71\u54cd\uff0c\u5bf9\u5176\u4ed6\u884c\u4e1a\u4e5f\u662f\u5982\u6b64\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u5728\u73b0\u9636\u6bb5\uff0c\u6211\u4eec\u7684\u804c\u8d23\u662f\u5c3d\u53ef\u80fd\u5730\u5b66\u4e60\u548c\u53d1\u5c55\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4ee5\u4fbf\u5728\u9002\u5f53\u7684\u65f6\u5019\u51c6\u5907\u597d\u66f4\u5168\u9762\u5730\u5b9e\u65bd\u8fd9\u4e00\u5de5\u5177\u3002<\/p>\n

\u5728Keylingo\uff0c\u6211\u4eec\u575a\u4fe1GenAI\u662f\u4f18\u5316\u6d41\u7a0b\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u4f46\u4eba\u7684\u56e0\u7d20\u5bf9\u4e8e\u6211\u4eec\u4e1a\u52a1\u7684\u6210\u529f\u4ecd\u7136\u4e0d\u53ef\u6216\u7f3a\u3002\u6211\u4eec\u56e2\u961f\u7684\u4e13\u4e1a\u77e5\u8bc6\u3001\u521b\u9020\u529b\u548c\u76d1\u7763\u786e\u4fdd\u6211\u4eec\u6709\u6548\u5229\u7528GenAI\uff0c\u540c\u65f6\u4fdd\u6301\u6211\u4eec\u5de5\u4f5c\u548c\u5546\u6807\u7684\u8d28\u91cf\u548c\u5b8c\u6574\u6027\uff0c\u4ee5\u786e\u4fdd\u76f4\u89c2\u3001\u771f\u5b9e\u548c\u4ee5\u5ba2\u6237\u4e3a\u4e2d\u5fc3\u7684\u4f53\u9a8c\u3002<\/p>\n

LILT\uff1a\u968f\u7740GenAI\u6280\u672f\u7684\u53d1\u5c55\uff0c\u95ee\u9898\u5c06\u4e0d\u518d\u662f\u4eba\u7c7b\u662f\u5426\u5e94\u8be5\u53c2\u4e0e\uff0c\u800c\u662f\u4f55\u65f6\u4f55\u5730\u53c2\u4e0e\u3002\u5728\u53ef\u9884\u89c1\u7684\u672a\u6765\uff0c\u4eba\u7c7b\u4ecd\u6709\u5fc5\u8981\u9a8c\u8bc1GenAI\u8f93\u51fa\u7684\u51c6\u786e\u6027\u548c\u7528\u9014\u7684\u9002\u5408\u6027\u3002\u6218\u7565\u6027\u5730\u5c06GenAI\u5e94\u7528\u4e8e\u5de5\u4f5c\u6d41\u7a0b\u7684\u516c\u53f8\u5c06\u5c3d\u53ef\u80fd\u5730\u628a\u91cd\u590d\u6027\u7684\u3001\u7410\u788e\u7684\u4efb\u52a1\u5206\u914d\u7ed9\u4eba\u5de5\u667a\u80fd\uff0c\u540c\u65f6\u786e\u4fdd\u5728\u9700\u8981\u4eba\u7c7b\u63a8\u7406\u548c\u9a8c\u8bc1\u65f6\u7531\u4eba\u7c7b\u6765\u6267\u884c\u4efb\u52a1\u548c\u529f\u80fd\uff0c\u4ee5\u4ea7\u751f\u6700\u4f73\u8f93\u51fa\u3002\u6211\u4eec\u770b\u5230\uff0c\u5229\u7528\u8fd9\u4e00\u4f18\u52bf\u7684\u5ba2\u6237\u6b63\u5728\u6309\u5185\u5bb9\u7c7b\u578b\u5bf9\u7ec8\u7aef\u7528\u4f8b\u8fdb\u884c\u6218\u7565\u6027\u601d\u8003\uff0c\u786e\u5b9a\u6240\u9700\u7684\u51c6\u786e\u5ea6\u6c34\u5e73\uff0c\u5e76\u4ee5\u6b64\u4e3a\u4f9d\u636e\u5236\u5b9a\u8be5\u5185\u5bb9\u7c7b\u578b\u7684\u751f\u4ea7\u5de5\u4f5c\u6d41\u7a0b\uff08\u4ec5\u4eba\u5de5\u667a\u80fd\u3001\u4ec5\u4eba\u5de5\u6216\u4eba\u5de5\u667a\u80fd\u52a0\u4eba\u5de5\u5ba1\u6838\uff09\u3002<\/p>\n

Lionbridge\uff1a\u95ee\u9898\u5df2\u4e0d\u518d\u662f\u8c01\u63a7\u5236\u4eba\u5de5\u667a\u80fd\uff0c\u800c\u662f\u4eba\u7c7b\u5982\u4f55\u5229\u7528\u4eba\u5de5\u667a\u80fd\u66f4\u6709\u6548\u5730\u534f\u540c\u5de5\u4f5c\u3002\u5728Lionbridge\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u9996\u5148\u8981\u8ba9\u6211\u4eec\u7684\u5458\u5de5\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u5e76\u5229\u7528\u5176\u80fd\u529b\u3002 \u56e0\u6b64\uff0c\u6211\u4eec\u5728\u5185\u90e8\u5f00\u59cb\u4e86GenAI\u4e4b\u65c5\uff0c\u5236\u5b9a\u4e86\u5b9a\u5236\u7684\u57f9\u8bad\u8ba1\u5212\uff0c\u5efa\u7acb\u4e86\u540d\u4e3aAI Lab\u7684\u96c6\u4e2d\u77e5\u8bc6\u548c\u521b\u65b0\u4e2d\u5fc3\uff0c\u5e76\u521b\u5efa\u4e86\u5b9a\u5236\u7684\u6280\u672f\u57fa\u7840\u8bbe\u65bd\u3002Lionbridge\u7684\u4eba\u5de5\u667a\u80fd\u6c99\u76d2\u662f\u4e00\u4e2a\u4f9b\u5458\u5de5\u5b9e\u9a8c\u7684\u5b89\u5168\u7684\u4eba\u5de5\u667a\u80fd\u73af\u5883\uff0c\u6bcf\u5929\u6709\u8d85\u8fc71000\u540d\u7528\u6237\u4f7f\u7528\u3002\u8fc4\u4eca\u4e3a\u6b62\uff0c\u7ea6\u67094200\u4eba\u5b8c\u6210\u4e86\u6211\u4eec\u7684GenAI\u57f9\u8bad\uff0c\u7ea6\u5360\u5458\u5de5\u603b\u6570\u768470%\u3002<\/p>\n

\u5728\u6211\u4eec\u7684\u5168\u7403\u7ec4\u7ec7\u4e2d\u5efa\u7acb\u8fd9\u79cd\u4eba\u5de5\u667a\u80fd\u7d20\u517b\u548c\u5353\u8d8a\u6587\u5316\uff0c\u5bfc\u81f4Lionbridge\u7684\u8fd0\u8425\u65b9\u5f0f\u53d1\u751f\u4e86\u771f\u6b63\u7684\u8303\u5f0f\u8f6c\u53d8\u3002 \u901a\u8fc7\u9f13\u52b1\u6bcf\u4e2a\u56e2\u961f\u6210\u5458\u6bcf\u5929\u4f7f\u7528GenAI\u8fdb\u884c\u5b9e\u9a8c\uff0c\u6211\u4eec\u5df2\u7ecf\u53d6\u5f97\u4e86\u80dc\u5229\u3001\u5f00\u5c55\u4e86\u6848\u4f8b\u7814\u7a76\u3001\u5236\u4f5c\u4e86\u5b9e\u8df5\u7528\u4f8b\uff0c\u5e76\u5728\u6574\u4e2a\u4f01\u4e1a\u548c\u5ba2\u6237\u4e2d\u4e88\u4ee5\u63a8\u5e7f\u3002<\/p>\n

Pangeanic\uff1a\u522b\u5fd8\u4e86GenAI\u4e2d\u7684\u201cGen\u201d\u90e8\u5206\u3002\u8fd9\u4e9b\u7cfb\u7edf\u53ea\u662f\u89e3\u7801\u5668\uff0c\u7ecf\u8fc7\u8bad\u7ec3\u540e\u53ef\u4ee5\u751f\u6210\u5185\u5bb9\u3002\u5b83\u4eec\u5e76\u4e0d\u662f\u50cfNMT\u90a3\u6837\u5728\u5e73\u884c\u8bed\u6599\u5e93\u4e2d\u8fdb\u884c\u8bad\u7ec3\uff08\u5982\u679c\u6709TMX\u6587\u4ef6\uff0cNMT\u7684\u8bad\u7ec3\u6548\u679c\u4f1a\u975e\u5e38\u597d\uff09\u3002\u5b83\u4eec\u4e0d\u88ab\u8ba4\u4e3a\u662f\u751f\u4ea7\u5f15\u64ce\uff0c\u800c\u662f\u5728\u8bed\u5883\u4e2d\u5de5\u4f5c\u3002\u6211\u4eec\u770b\u5230\u6df7\u5408\u7cfb\u7edf\u53d6\u5f97\u4e86\u4ee4\u4eba\u60ca\u53f9\u7684\u6210\u679c\uff0c\u5728\u6df7\u5408\u7cfb\u7edf\u4e2d\uff0c\u6211\u4eec\u63d0\u4f9b\u4e0a\u4e0b\u6587\uff0c\u800c\u5b83\u4eec\u5219\u5145\u5f53\u5ba1\u7a3f\u4eba\u6216\u540e\u671f\u7f16\u8f91\u7684\u89d2\u8272\u3002\u8981\u786e\u4fdd\u6700\u7ec8\u8f93\u51fa\u7684\u8d28\u91cf\u548c\u4e00\u81f4\u6027\uff0c\u4eba\u6027\u5316\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002\u5728Pangeanic\uff0c\u6211\u4eec\u91cd\u89c6\u4eba\u7c7b\u4e0e\u673a\u5668\u4e4b\u95f4\u7684\u5408\u4f5c\uff0c\u4ee5\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u8bed\u8a00\u670d\u52a1\uff0c\u6ee1\u8db3\u5ba2\u6237\u7684\u7279\u5b9a\u9700\u6c42\u3002<\/p>\n

Phrase\uff1a\u867d\u7136GenAI\u5e26\u6765\u4e86\u975e\u51e1\u7684\u8fdb\u6b65\uff0c\u4f46\u8ba4\u8bc6\u5230\u5b9e\u73b0\u6700\u4f73\u6027\u80fd\u6240\u9700\u7684\u5927\u91cf\u57fa\u7840\u8bbe\u65bd\u4e5f\u81f3\u5173\u91cd\u8981\u3002GenAI\u5e76\u975e\u4e00\u4e2a\u72ec\u7acb\u7684\u89e3\u51b3\u65b9\u6848\uff1b\u8981\u5728\u7ffb\u8bd1\u7b49\u81ea\u52a8\u5316\u6d41\u7a0b\u4e2d\u8fbe\u5230\u6700\u9ad8\u8d28\u91cf\uff0c\u5fc5\u987b\u6709\u4e00\u4e2a\u5168\u9762\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u8fd9\u5305\u62ec\u8bbf\u95ee\u989d\u5916\u7684\u6570\u636e\u6e90\u4ee5\u8fdb\u884c\u5fae\u8c03\u548c\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u8d28\u91cf\uff0c\u4ee5\u53ca\u4e00\u4e2a\u5f3a\u5927\u7684LLMOps\u6846\u67b6\u6765\u68c0\u6d4b\u548c\u7ba1\u7406\u53d8\u5316\uff0c\u786e\u4fdd\u53ef\u4fe1\u5ea6\u3002<\/p>\n

\u6b64\u5916\uff0c\u6709\u5fc5\u8981\u533a\u5206GenAI\u7684\u7092\u4f5c\u548c\u5b9e\u9645\u7684\u6295\u8d44\u56de\u62a5\u7387\u3002\u867d\u7136GenAI\u53ef\u4ee5\u5927\u5927\u52a0\u5f3a\u67d0\u4e9b\u6d41\u7a0b\uff0c\u4f46\u5b83\u5e76\u4e0d\u662f\u89e3\u51b3\u672c\u5730\u5316\u6240\u6709\u6311\u6218\u7684\u7075\u4e39\u5999\u836f\u3002\u8ba4\u8bc6\u5230\u5b83\u7684\u5c40\u9650\u6027\u5e76\u8bbe\u5b9a\u5207\u5408\u5b9e\u9645\u7684\u671f\u671b\uff0c\u5bf9\u4e8e\u5145\u5206\u53d1\u6325\u5176\u6f5c\u529b\u800c\u4e0d\u8fc7\u5ea6\u627f\u8bfa\u7ed3\u679c\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

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Translated\uff1a\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6fc0\u52a8\u4eba\u5fc3\u7684\u65f6\u523b\uff0c\u4f46\u6211\u4eec\u540c\u65f6\u4e5f\u5904\u4e8e\u671f\u671b\u81a8\u80c0\u7684\u9ad8\u5cf0\u671f\u3002\u73b0\u5728\u6709\u5f88\u591a\u7092\u4f5c\uff0c\u4f46\u5b9e\u9645\u4e0a\uff0c\u81f3\u5c11\u5728\u6211\u4eec\u8fd9\u4e2a\u884c\u4e1a\uff0c\u8fd8\u6ca1\u6709\u5927\u91cf\u7684\u5b9e\u9645\u5e94\u7528\u3002\u4e3b\u8981\u539f\u56e0\u5728\u4e8e\uff0c\u7b2c\u4e00\u4ee3\u57fa\u7840\u6a21\u578b\u7684\u8bbe\u8ba1\u5e76\u975e\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u3002\u56e0\u6b64\uff0c\u5b83\u4eec\u7684\u754c\u9762\u5e76\u4e0d\u80fd\u63d0\u4f9b\u826f\u597d\u7684\u7528\u6237\u4f53\u9a8c\u2014\u2014\u56e0\u6b64\u9700\u8981\u53ca\u65f6\u5de5\u7a0b\u7b49\u53d8\u901a\u65b9\u6cd5\u3002\u6b64\u5916\uff0c\u4f01\u4e1a\u89c4\u6a21\u7684\u6027\u80fd\u548c\u53ef\u9760\u6027\u4e5f\u9762\u4e34\u6311\u6218\uff0c\u66f4\u4e0d\u7528\u8bf4\u6210\u672c\u95ee\u9898\u4e86\u3002<\/p>\n

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\u539f\u6587\u94fe\u63a5<\/a><\/p>\n

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\u7f16\u8f91\uff1a\u675c\u66fc\u66fc<\/p>\n

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