{"id":1403255,"date":"2026-07-07T09:00:00","date_gmt":"2026-07-07T08:00:00","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=pdf-newsletters&p=1403255"},"modified":"2026-09-07T09:04:47","modified_gmt":"2026-09-07T08:04:47","slug":"data-ai-digest-july-2026","status":"publish","type":"pdf-newsletters","link":"https:\/\/www.artefact.com\/zh\/pdf-newsletters\/data-ai-digest-july-2026\/","title":{"rendered":"AI\u5b66\u9662\u3001\u6d41\u7a0b\u518d\u8bbe\u8ba1\u3001Ardian\u5ba2\u6237\u6848\u4f8b\u3001AI\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7814\u8ba8\u4f1a\u3001\u7ec4\u7ec7\u7ea7AI\u3001AI\u5e94\u7528"},"content":{"rendered":"

\u67e5\u770b\u7f51\u9875\u7248<\/span><\/a><\/div><\/p>\r\n

\u672c\u6708\u300aData & AI Digest\u300b\u7684\u7cbe\u5f69\u5185\u5bb9\u5305\u62ec\uff1a
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\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

\u9605\u8bfb\u5ba3\u4f20\u518c<\/a><\/p>\r\n\r\n\r\n\r\n

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\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

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 <\/p>\r\n\r\n\r\n\r\n

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\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

\u89c2\u770b\u89c6\u9891<\/a><\/p>\r\n\r\n\r\n\r\n

\u81f3 \u5c06\u4eba\u5de5\u667a\u80fd\u7684\u6f5c\u529b\u8f6c\u5316\u4e3a\u53ef\u8861\u91cf\u7684\u5546\u4e1a\u4ef7\u503c<\/strong>, Ardian \u548c Artefact \u91c7\u7528\u4e86\u4e00\u79cd\u9ad8\u5ea6\u534f\u4f5c\u7684\u3001\u81ea\u4e0b\u800c\u4e0a\u7684\u65b9\u6cd5\u3002\u8be5\u8ba1\u5212\u5e76\u672a\u5f3a\u884c\u63a8\u884c\u81ea\u4e0a\u800c\u4e0b\u7684\u6280\u672f\u65b9\u6848\uff0c\u800c\u662f\u901a\u8fc7\u2026\u2026\u5c06\u8de8\u804c\u80fd\u56e2\u961f\u3001\u4eba\u529b\u8d44\u6e90\u90e8\u95e8\u3001data \u7684\u79d1\u5b66\u5bb6\u4ee5\u53ca\u6280\u672f\u5408\u4f5c\u4f19\u4f34\uff08\u5982\u5fae\u8f6f\uff09\u6c47\u805a\u5728\u4e00\u8d77\uff0c \u5185\u90e8\u9ed1\u5ba2\u9a6c\u62c9\u677e<\/strong> \u4ee5\u53ca\u50cf\u2026\u2026\u8fd9\u6837\u7684\u4e13\u9898\u6d3b\u52a8 \u6570\u5b57\u50ac\u5316\u65e5<\/strong>.
\u8fd9\u79cd\u7ed3\u6784\u5316\u7684\u65b9\u6cd5\u4f7f\u5168\u7403\u5404\u5730\u529e\u4e8b\u5904\u7684\u521d\u7ea7\u548c\u9ad8\u7ea7\u5458\u5de5\u80fd\u591f\u5206\u4eab\u7ecf\u9a8c\u3001\u4f18\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u5171\u540c\u627e\u51fa\u8fd0\u8425\u4e2d\u7684\u74f6\u9888\u3002\u901a\u8fc7 \u65e9\u671f\u5c31\u5c06\u91cd\u70b9\u653e\u5728\u7528\u6237\u8d4b\u80fd\u3001\u80fd\u529b\u6620\u5c04\u4ee5\u53ca\u8de8\u4ea7\u54c1\u7ec4\u5408\u7684\u77e5\u8bc6\u5171\u4eab\u4e0a<\/strong>, \u5728\u7740\u624b\u8fdb\u884c\u5168\u9762\u7684\u6280\u672f\u5de5\u7a0b\u4e4b\u524d\uff0cArdian \u9996\u5148\u5efa\u7acb\u4e86\u5f3a\u5927\u7684\u7ec4\u7ec7\u534f\u540c\u548c\u6587\u5316\u51c6\u5907\u3002.<\/p>\r\n\r\n\r\n\r\n

\u9605\u8bfb\u7528\u4f8b<\/a><\/p>\r\n\r\n\r\n\r\n

\u7b2c\u4e8c\u9636\u6bb5\u2014\u2014\u4ea7\u4e1a\u5316\u4e0e\u89c4\u6a21\u5316\uff1a\u300aDraft AI\u300b\u5bf9\u4f01\u4e1a\u7684\u5f71\u54cd

<\/strong><\/p>\r\n\r\n\r\n

\r\n
\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

\u76f4\u63a5\u6e90\u4e8e\u9ed1\u5ba2\u9a6c\u62c9\u677e\uff0c, AI\u8349\u6848<\/strong> \u8be5\u7cfb\u7edf\u7684\u5f00\u53d1\u65e8\u5728\u89e3\u51b3\u79c1\u52df\u80a1\u6743\u884c\u4e1a\u5bf9\u975e\u7ed3\u6784\u5316data\u6570\u636e\u4ee5\u53ca\u590d\u6742\u7684\u6295\u8d44\u8005\u67e5\u8be2\u7684\u8fc7\u5ea6\u4f9d\u8d56\u95ee\u9898\u3002.
Draft AI \u662f\u4e00\u6b3e\u5b9a\u5236\u5316\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u5df2\u5b89\u5168\u96c6\u6210\u81f3 Ardian \u7684\u5185\u90e8 data \u6570\u636e\u5e93\u4e2d\u3002.<\/strong> \u5b83\u80fd\u81ea\u52a8\u68c0\u7d22\u5386\u53f2\u6c9f\u901a\u8bb0\u5f55\uff0c\u89e3\u6790\u8be6\u7ec6\u7684\u8d22\u52a1\u6587\u4ef6\uff0c\u5e76\u4e3a\u6295\u8d44\u8005\u5173\u7cfb\u548c\u4ea7\u54c1\u56e2\u961f\u8d77\u8349\u7cbe\u51c6\u7684\u56de\u590d\u3002.
\u4eca\u5929, Draft AI \u5df2\u5904\u7406\u4e86\u8d85\u8fc7 5,000 \u4e2a\u6295\u8d44\u8005\u63d0\u95ee<\/strong>, \uff0c\u4ea7\u54c1\u56e2\u961f\u4e2d\u8d85\u8fc7\u4e00\u534a\u7684\u6210\u5458\u6bcf\u5929\u90fd\u5728\u4f7f\u7528\u5b83\u3002\u4ece\u9ed1\u5ba2\u9a6c\u62c9\u677e\u539f\u578b\u5230\u5168\u516c\u53f8\u8303\u56f4\u5de5\u5177\u7684\u65e0\u7f1d\u8fc7\u6e21\u8868\u660e\uff0c\u4e0e\u6700\u7ec8\u7528\u6237\u5171\u540c\u6253\u9020\u89e3\u51b3\u65b9\u6848\u80fd\u591f\u63a8\u52a8\u5feb\u901f\u91c7\u7528\u5e76\u5e26\u6765\u957f\u671f\u7684\u4e1a\u52a1\u6295\u8d44\u56de\u62a5\u3002. Ardian \u6210\u529f\u7684\u8f6c\u578b\u8bc1\u660e\uff0c\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u91c7\u7528\u4e0d\u4ec5\u4ec5\u662f\u6307\u90e8\u7f72\u8f6f\u4ef6\uff0c\u66f4\u662f\u4e00\u6bb5\u6218\u7565\u6027\u7684\u65c5\u7a0b\uff0c\u5176\u4e2d\u878d\u5408\u4e86\u57fa\u5c42\u521b\u610f\u3001\u5f3a\u5927\u7684 data \u5b89\u5168\u63aa\u65bd\u4ee5\u53ca\u6301\u7eed\u7684\u53d8\u9769\u7ba1\u7406\u3002.<\/em><\/p>\r\n\r\n\r\n\r\n\r\n\r\n

\u7531\u4e8e\u6211\u4eec\u6301\u4e2d\u7acb\u7acb\u573a\uff0c\u56e0\u6b64\u6211\u4eec\u5728\u5168\u7403\u5404\u5730\u4e3a\u8d44\u6df1\u6280\u672f\u9886\u5bfc\u8005\u7ec4\u7ec7\u4eba\u5de5\u667a\u80fd\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5de5\u5177\u7814\u8ba8\u4f1a

<\/h3>\r\n\r\n\r\n
\r\n
\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

Artefact \u4e00\u76f4\u5728\u63a8\u51fa\u4e00\u7cfb\u5217\u72ec\u5bb6 \u201cAI \u6267\u884c\u5b9e\u9a8c\u5ba4\u201d<\/strong> \u904d\u5e03\u6211\u4eec\u5168\u7403\u5404\u5730\u7684\u529e\u4e8b\u5904\u3002\u8fd9\u4e9b\u5b9e\u8df5\u6027\u7814\u8ba8\u4f1a\u4e13\u4e3a\u5546\u4e1a\u4e0e\u6280\u672f\u9886\u8896\u8bbe\u8ba1\uff0c\u65e8\u5728 \u8d85\u8d8a\u7406\u8bba\u5c42\u9762\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u8fc8\u5411\u751f\u4ea7\u7ea7\u5e94\u7528<\/strong>.<\/p>\r\n

\u6211\u4eec\u63d0\u4f9b\u4ece\u6218\u7565\u5230\u6267\u884c\u7684\u7aef\u5230\u7aef\u4e13\u4e1a\u670d\u52a1\u3002\u65e0\u8bba\u662fAnthropic\u3001Gemini\u3001Mistral AI\u3001OpenAI\u8fd8\u662f\u5176\u4ed6\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\uff0c\u6211\u4eec\u90fd\u80fd\u6839\u636e\u5ba2\u6237\u73af\u5883\u7075\u6d3b\u8c03\u6574\u3002\u53c2\u4e0e\u8005\u4f7f\u7528 Claude Code\u3001ChatGPT\u3001Copilot\u3001Gemini Enterprise \u6216 Mistral \u7b49 AI \u5de5\u5177<\/strong> \u6839\u636e\u5404\u81ea\u5177\u4f53\u7684AI\u751f\u6001\u7cfb\u7edf\u6784\u5efa\u5b9e\u9645\u5e94\u7528\uff0c\u4ece\u4f20\u7edf\u7684\u9010\u884c\u7f16\u7801\u8f6c\u53d8\u4e3a\u534f\u8c03\u81ea\u4e3b\u4ee3\u7406\u3002.<\/p>\r\n

\u901a\u8fc7\u638c\u63e1\u4e3b\u52a8\u578b\u4eba\u5de5\u667a\u80fd\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5b9e\u73b0 \u5f00\u53d1\u901f\u5ea6\u63d0\u9ad82\u201310\u500d<\/strong> \u540c\u65f6\u4fdd\u6301\u5065\u5168\u7684\u4f01\u4e1a\u6cbb\u7406\u3002\u4ece\u5355\u7eaf\u4e0e\u4eba\u5de5\u667a\u80fd\u5bf9\u8bdd\u5230\u7ba1\u7406\u81ea\u4e3b\u5de5\u4f5c\u56e2\u961f\u7684\u8f6c\u53d8\u5df2\u7ecf\u5230\u6765\u3002.<\/p>\r\n

\u56e0\u4e3a Artefact \u4e0e\u5177\u4f53\u6a21\u578b\u65e0\u5173<\/strong>, \u6211\u4eec\u7684\u91c7\u7528\u670d\u52a1\u548c\u57f9\u8bad\u8bfe\u7a0b\u4e0d\u4ec5\u9650\u4e8e\u5355\u4e00\u4f9b\u5e94\u5546\uff1a\u6211\u4eec\u8fd8\u9488\u5bf9\u76ee\u524d\u4e3b\u6d41\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u63d0\u4f9b\u5168\u9762\u7684\u57f9\u8bad\u3002\u6211\u4eec\u52a9\u529b\u5ba2\u6237\u6839\u636e\u5176\u5177\u4f53\u9700\u6c42\u6784\u5efa\u6700\u4f73\u7684\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u6211\u4eec\u4e0eAnthropic\u3001Microsoft Copilot\u3001Google Gemini\u3001Mistral\u548cOpenAI\u5efa\u7acb\u7684\u5168\u7403\u670d\u52a1\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u6709\u529b\u5730\u5370\u8bc1\u4e86\u8fd9\u4e00\u80fd\u529b\u3002.<\/p>\r\n

\u4e86\u89e3\u6211\u4eec\u4e0e\u4e3b\u8981\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\u63d0\u4f9b\u5546\u7684\u6240\u6709\u5b98\u65b9\u5408\u4f5c\u53ca\u6280\u672f\u80fd\u529b\u3002.<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n

Artefact \u4e0e Anthropic \u643a\u624b\u5408\u4f5c\uff0c\u52a0\u901f\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u91c7\u7528<\/a><\/p>\r\n\r\n\r\n\r\n

Artefact\u5ba3\u5e03\u83b7\u5f97OpenAI\u9ad8\u7ea7\u5408\u4f5c\u4f19\u4f34\u8d44\u683c<\/a><\/p>\r\n\r\n\r\n\r\n

Artefact \u63a8\u51fa\u4e13\u95e8\u7684\u53cc\u5b50\u5ea7\u4f01\u4e1a\u4e1a\u52a1\u90e8\u95e8<\/a><\/p>\r\n\r\n\r\n\r\n

Artefact \u4e0e Mistral AI \u643a\u624b\u5171\u5851\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765<\/a><\/p>\r\n\r\n\r\n\r\n\r\n\r\n

\u4ece\u4e2a\u4eba\u4eba\u5de5\u667a\u80fd\u5230\u7ec4\u7ec7\u4eba\u5de5\u667a\u80fd\uff1a\u5c06\u4eba\u5de5\u667a\u80fd\u8f6c\u5316\u4e3a\u4f01\u4e1a\u7ade\u4e89\u4f18\u52bf

<\/h3>\r\n\r\n\r\n
\r\n
\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

\u4eba\u4eec\u5e38\u5e38\u5c06\u4eba\u5de5\u667a\u80fd\u7684\u5e7f\u6cdb\u5e94\u7528\u8bef\u8ba4\u4e3a\u662f\u771f\u6b63\u7684\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u3002\u5982\u4eca\uff0c\u5458\u5de5\u4eec\u5df2\u4e60\u60ef\u4e8e\u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6765\u64b0\u5199\u62a5\u544a\u5e76\u8fdb\u884cdata\u5206\u6790\uff0c\u4ece\u800c\u5728\u5c40\u90e8\u5c42\u9762\u663e\u8457\u63d0\u5347\u4e86\u5de5\u4f5c\u6548\u7387\u3002.
\u7136\u800c\uff0c\u4e2a\u4eba\u4eba\u5de5\u667a\u80fd\u4ec5\u80fd\u63d0\u5347\u4e2a\u4eba\u7684\u5de5\u4f5c\u6548\u7387\u3002\u5f53\u4eba\u5de5\u667a\u80fd\u878d\u5165\u6838\u5fc3\u4e1a\u52a1\u6d41\u7a0b\u3001\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\u548c\u5b9e\u65f6\u51b3\u7b56\u65f6\uff0c\u4f01\u4e1a\u624d\u80fd\u771f\u6b63\u83b7\u5f97\u7ade\u4e89\u4f18\u52bf\u2014\u2014\u4ece\u800c\u5c06\u80fd\u529b\u4ece\u4e2a\u4eba\u5de5\u5177\u8f6c\u5316\u4e3a\u7ec4\u7ec7\u8d44\u4ea7\u3002.
\u5982\u679c\u6ca1\u6709\u7edf\u4e00\u7684\u57fa\u7840\u548c\u6cbb\u7406\u6846\u67b6\uff0c\u4e2a\u4eba\u7684\u751f\u4ea7\u529b\u63d0\u5347\u5f88\u5c11\u80fd\u8f6c\u5316\u4e3a\u7ec4\u7ec7\u7684\u6700\u7ec8\u4e1a\u7ee9\u3002.<\/p>\r\n

\u4e3a\u4e86\u83b7\u5f97\u53ef\u6301\u7eed\u7684\u7ade\u4e89\u4f18\u52bf\uff0c\u4f01\u4e1a\u5fc5\u987b\u7a81\u7834\u5b64\u7acb\u5de5\u5177\u7684\u5c40\u9650\uff0c\u56f4\u7ed5\u56db\u5927\u6218\u7565\u91cd\u70b9\u91cd\u65b0\u8bbe\u8ba1\u8fd0\u8425\u6a21\u5f0f\uff1a\u5c06\u4eba\u5de5\u667a\u80fd\u878d\u5165\u4f01\u4e1a\u57fa\u7840\u8bbe\u65bd\u3001\u63a8\u52a8\u57fa\u4e8e\u201cdata\u201d\u7684\u51b3\u7b56\u3001\u6784\u5efa\u9884\u6d4b\u6027\u4f9b\u5e94\u94fe\uff0c\u4ee5\u53ca\u91cd\u5851\u5b9e\u4f53\u5e97\u4f53\u9a8c\u3002.<\/p>\r\n

\u6731\u57c3\u8fbe\u59c6<\/a>, Artefact\u4e2d\u56fd\u516c\u53f8\u7684\u5408\u4f19\u4eba\u89e3\u91ca\u9053\uff1a\u201c\u533a\u522b\u5e76\u4e0d\u5728\u4e8e\u6280\u672f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5c06\u7ec4\u7ec7\u77e5\u8bc6\u548c\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\u8fdb\u884c\u6355\u6349\u3001\u5171\u4eab\u5e76\u6301\u7eed\u4f18\u5316\u201d\u3002.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n

2026\u5e74Adopt AI\u6d3b\u52a8\u7684\u7b79\u5907\u5de5\u4f5c\u6b63\u5728\u8fdb\u884c\u4e2d\uff01

<\/h3>\r\n\r\n\r\n
\r\n
\"\"<\/figure>\r\n<\/div>\r\n\r\n\r\n

Adopt AI \u2013 2026\u5e74\u5927\u7687\u5bab<\/a> \u56fd\u9645\u5cf0\u4f1a\u5c06\u4e8e12\u67083\u65e5\u548c4\u65e5\u5728\u5df4\u9ece\u5927\u7687\u5bab\u4e3e\u884c\u3002. <\/strong> \u8d85\u7ea7\u65e9\u9e1f\u7968\u73b0\u5df2\u5f00\u552e\u3002\u7acb\u5373\u62a2\u8d2d\uff0c\u5373\u53ef\u5728\u6d3b\u52a8\u7ed3\u675f\u540e\u76f4\u63a5\u6536\u5230\u72ec\u5bb6\u5185\u5bb9\uff1a\u7cbe\u5fc3\u6574\u7406\u7684\u89c1\u89e3\u3001\u5173\u952e\u8981\u70b9\u4ee5\u53ca2026\u5e74AI\u53d1\u5c55\u8d8b\u52bf\u3002.<\/p>\r\n\r\n\r\n\r\n

\u7acb\u5373\u9886\u53d6\u65e9\u9e1f\u901a\u7968<\/a><\/p>\r\n\r\n\r\n\r\n

\u5df2\u516c\u5e03\u7684CEO\u6f14\u8bb2\u5609\u5bbe\u540d\u5355\u2014\u2014\u66f4\u591a\u65b0\u5609\u5bbe\u5373\u5c06\u516c\u5e03\uff01<\/strong><\/p>\r\n\r\n\r\n\r\n

Adopt AI \u6c47\u96c6\u4e86\u5404\u884c\u4e1a\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u7684\u65b9\u65b9\u9762\u9762\uff0c\u4ece \u5065\u5eb7<\/strong> \u548c \u8d22\u52a1 <\/strong>\u81f3 \u884c\u4e1a<\/strong>, \u9632\u5b88<\/strong>, \u96f6\u552e\u4e0e\u6d88\u8d39\u54c1<\/strong>, \u65c5\u884c<\/strong>, \u4eba<\/strong>, \u548c \u884c\u661f<\/strong>. \u6240\u6709\u6d3b\u52a8\u90fd\u5728\u5927\u5bab\uff08Grand Palais\uff09\u4e00\u5904\u4e3e\u884c\uff01<\/p>\r\n\r\n\r\n\r\n

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