{"id":293210,"date":"2024-12-04T13:29:45","date_gmt":"2024-12-04T13:29:45","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=293210"},"modified":"2024-12-04T13:32:03","modified_gmt":"2024-12-04T13:32:03","slug":"is-genai-hype-dying-why-now-is-the-best-time-to-build","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/is-genai-hype-dying-why-now-is-the-best-time-to-build\/","title":{"rendered":"GenAI \u7684\u7092\u4f5c\u6b63\u5728\u6d88\u4ea1\uff1f- \u4e3a\u4ec0\u4e48\u73b0\u5728\u662f\u6784\u5efa\u7684\u6700\u4f73\u65f6\u673a\uff1f"},"content":{"rendered":"

\u4f5c\u8005<\/h2><\/div>\"Image\"

Archit Maheshwari<\/h3><\/div>

\u4e2d\u4e1c\u548c\u5317\u975e Artefact \u9ad8\u7ea7\u6218\u7565 Data Consultant<\/p>\n<\/div><\/div><\/div><\/div><\/div>

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\u4e00\u65b9\u9762\uff0c\u4e50\u89c2\u4e3b\u4e49\u8005\u8ba4\u4e3a GenAI \u5c06\u50cf\u4e92\u8054\u7f51\u4e00\u6837\u5177\u6709\u9769\u547d\u6027\u610f\u4e49\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u60b2\u89c2\u4e3b\u4e49\u8005\u5219\u8ba4\u4e3a\u5b83\u53ea\u662f \u201c\u53e6\u4e00\u79cd\u65f6\u5c1a\u201d\uff0c\u6ca1\u6709\u5b9e\u9645\u4ef7\u503c\u3002\u52a1\u5b9e\u6d3e\u5f00\u59cb\u8d28\u7591 GenAI \u7684\u7092\u4f5c\u662f\u5426\u6b63\u5728\u6d88\u9000\u3002\u672c\u6587\u65e8\u5728\u63a2\u8ba8\u8fd9\u4e9b\u89c2\u70b9\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

GenAI\uff1a\u4e00\u4e2a\u6b63\u5728\u5d1b\u8d77\u7684\u5e02\u573a<\/h2><\/div>

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\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u548c\u5f00\u653e\u5f0f\u4eba\u5de5\u667a\u80fd\uff08Open AI\uff09\u901a\u5e38\u88ab\u8ba4\u4e3a\u662f\u4eba\u5de5\u667a\u80fd\u7684\u4ee3\u8868--\u82f1\u4f1f\u8fbe\u62e5\u6709\u8ba1\u7b97\u82af\u7247\uff0c\u5f00\u653e\u5f0f\u4eba\u5de5\u667a\u80fd\u62e5\u6709\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548c\u89e3\u51b3\u65b9\u6848\u30022022 \u5e74 6 \u6708\uff0c\u82f1\u4f1f\u8fbe\u7684\u4f30\u503c\u7ea6\u4e3a 4000 \u4ebf\u7f8e\u5143\uff0c2023 \u5e74 6 \u6708\u7ea6\u4e3a 1 \u4e07\u4ebf\u7f8e\u5143\u3001, \u4ee5\u53ca 2024 \u5e74 6 \u6708\u7684 ~3 \u4e07\u4ebf\u7f8e\u5143<\/a>. .\u4e0e\u6b64\u540c\u65f6\uff0cOpenAI \u5728\u6700\u65b0\u4e00\u8f6e\u878d\u8d44\u4e2d\u7684\u4f30\u503c\u7ffb\u4e86\u4e24\u756a\u591a\uff0c\u8fbe\u5230\u7ea6 1,570 \u4ebf\u7f8e\u5143\u3001, \u4ece 2023 \u5e74\u7684 290 \u4ebf\u7f8e\u5143\u589e\u957f<\/a>. .\u652f\u6301\u8fd9\u4e9b\u516c\u53f8\u7684\u6295\u8d44\u8005\u4e0d\u4ec5\u5305\u62ec\u98ce\u9669\u6295\u8d44\u516c\u53f8\uff0c\u8fd8\u5305\u62ec\u5fae\u8f6f\u548c\u82f1\u4f1f\u8fbe\u8fd9\u6837\u7684\u884c\u4e1a\u5de8\u5934\u3002.<\/p>\n<\/div>

\u8fd9\u4e9b\u4f30\u503c\u51f8\u663e\u4e86\u4eba\u4eec\u5bf9 GenAI \u4fe1\u5fc3\u7684\u8fc5\u901f\u63d0\u5347\uff0c\u5404\u5229\u76ca\u76f8\u5173\u65b9\u90fd\u6e34\u671b\u5728\u8fd9\u4e2a\u4e2d\u671f\u5185\u53ef\u80fd\u6210\u4e3a\u6570\u5341\u4ebf\u7f8e\u5143\u4ea7\u4e1a\u7684\u884c\u4e1a\u4e2d\u5206\u5f97\u4e00\u676f\u7fb9\u3002GenAI \u88ab\u8a89\u4e3a \u201c\u4e92\u8054\u7f51\u4e4b\u540e\u7684\u4e0b\u4e00\u4ef6\u5927\u4e8b\u201d\u3002.<\/p>\n<\/div>

\u8fd9\u4ec5\u4ec5\u662f \u201c\u7092\u4f5c \u201d\u5417\uff1f<\/h2><\/div>

GenAI \u4ec5\u4ec5\u662f\u4ee4\u4eba\u5174\u594b\u7684 \u201c\u7092\u4f5c \u201d\u5417\uff1f\u81ea 2000 \u5e74\u4ee3\u4e92\u8054\u7f51\u6ce1\u6cab\u7834\u706d\u4ee5\u6765\uff0c\u6295\u8d44\u8005\u5bf9\u65b0\u5174\u6280\u672f\u4e00\u76f4\u6301\u8c28\u614e\u6001\u5ea6\uff0c\u8fd9\u4e5f\u662f\u7406\u6240\u5f53\u7136\u7684\uff0c\u56e0\u4e3a\u5927\u591a\u6570\u6b64\u7c7b\u6280\u672f\u90fd\u6ca1\u6709\u7ecf\u53d7\u4f4f\u65f6\u95f4\u7684\u8003\u9a8c\u3002\u6709\u9274\u4e8e\u6b64\uff0c\u76ee\u524d\u56f4\u7ed5 GenAI \u7684\u70ed\u60c5\u7a76\u7adf\u662f\u53c8\u4e00\u6b21 \u201c\u7092\u4f5c\u201d\uff0c\u8fd8\u662f\u5176\u5feb\u901f\u53d1\u5c55\u80cc\u540e\u6709\u771f\u6b63\u7684 \u201c\u5b9e\u8d28\u5185\u5bb9\u201d\uff1f<\/p>\n<\/div>

\u4e3a\u4e86\u63a2\u8ba8\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u770b\u82f1\u4f1f\u8fbe\u516c\u53f8\u7684\u80a1\u7968\uff0c\u5b83\u662f\u4eba\u5de5\u667a\u80fd\u7684\u4ee3\u8868\u4e4b\u4e00\uff0c\u62e5\u6709\u8ba1\u7b97\u82af\u7247\uff0c\u5e76\u5c06\u5176\u4e0e\u601d\u79d1\u516c\u53f8\u5728\u672c\u4e16\u7eaa\u521d\u4e92\u8054\u7f51\u6ce1\u6cab\u65f6\u671f\u7684\u4f30\u503c\u8fdb\u884c\u6bd4\u8f83\u3002.<\/p>\n<\/div>

\"Forward<\/span><\/div>

\u56fe 1\uff1a \u601d\u79d1\uff08\u5de6\u56fe\uff0c\u4e92\u8054\u7f51\u6ce1\u6cab\u65f6\u671f\uff09\u548c\u82f1\u4f1f\u8fbe\uff08\u53f3\u56fe\uff0c2024 \u5e74 6 \u6708\u5e95\uff09\u7684\u8fdc\u671f\u5e02\u76c8\u7387\u500d\u6570<\/a><\/em><\/p>\n<\/div>

\u4e0a\u8ff0\u6bd4\u8f83\u8868\u660e\uff0c\u4eba\u5de5\u667a\u80fd\u5e76\u975e\u6ce1\u6cab\uff1b\u5b83\u7684\u589e\u957f\u80cc\u540e\u786e\u5b9e\u5b58\u5728\u5b9e\u8d28\u56e0\u7d20\uff0c\u8fd9\u4e0e 2000 \u5e74\u4ee3\u7684\u7f51\u7edc\u6ce1\u6cab\u4e0d\u540c\uff1a\u601d\u79d1\u5728 20 \u4e16\u7eaa 90 \u5e74\u4ee3\u672b\u548c 21 \u4e16\u7eaa\u521d\u7684\u5d1b\u8d77\u4e3b\u8981\u662f\u7531\u500d\u6570\u6269\u5f20\u63a8\u52a8\u7684\uff0c\u800c\u82f1\u4f1f\u8fbe\u7684\u589e\u957f\u5219\u662f\u7531\u6536\u5165\u548c\u76c8\u5229\u7684\u5f3a\u52b2\u589e\u957f\u63a8\u52a8\u7684\uff0c\u800c\u4e0d\u662f\u7531\u975e\u7406\u6027\u7684\u5174\u594b\u60c5\u7eea\u63a8\u52a8\u7684\u4f30\u503c\u500d\u6570\u4e0a\u5347\u3002.<\/p>\n<\/div>

\u4e0d\u4e45\u524d\uff0c\u5373 2007 \u5e74\uff0c\u82f9\u679c\u516c\u53f8\u63a8\u51fa iPhone \u540e\uff0c\u4ee4\u534e\u5c14\u8857\u5927\u5403\u4e00\u60ca\u3002\u5b83\u7684\u76c8\u5229\u589e\u957f\u4e86\uff0c\u800c\u8fdc\u671f\u5e02\u76c8\u7387\u5374\u4fdd\u6301\u4e0d\u53d8\u3002\u5982\u4eca\uff0c\u82f9\u679c\u516c\u53f8\u5df2\u6210\u4e3a\u5168\u7403\u6700\u6709\u4ef7\u503c\u7684\u516c\u53f8\u3002\u8fd9\u8fdb\u4e00\u6b65\u8bc1\u660e\u4e86\u9ad8\u901f\u589e\u957f\u80cc\u540e\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u540c\u65f6\u4e5f\u5f3a\u8c03\u4e86\u652f\u6301\u4eba\u5de5\u667a\u80fd\u6f5c\u529b\u7684\u5b9e\u8d28\u3002.<\/p>\n<\/div>

\u6b64\u5916\uff0c\u5728\u79d1\u6280\u53f2\u4e0a\uff08\u867d\u7136\u65f6\u95f4\u4e0d\u957f\uff09\uff0c\u9664\u4e86 GenAI \u4e4b\u5916\uff0c\u8fd8\u4ece\u672a\u6709\u8fc7\u4e00\u9879\u6280\u672f\u80fd\u8ba9\u6240\u6709\u6392\u540d\u524d 7-8 \u4f4d\u7684\u79d1\u6280\u516c\u53f8\uff08\u5305\u62ec FAANGs \u5728\u5185\uff09\u90fd\u6295\u5165\u6570\u767e\u4e07\u7f8e\u5143\uff01<\/p>\n<\/div>

\u7092\u4f5c\u662f\u5426 \u201c\u5782\u6b7b\u6323\u624e\u201d\uff1f<\/h2><\/div>

\u65e2\u7136\u6211\u4eec\u5df2\u7ecf\u786e\u5b9a\u4e86 \u201c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd \u201d\u5e76\u975e \u201c\u7092\u4f5c\u201d\uff0c\u90a3\u6211\u4eec\u5c31\u6765\u8c08\u8c08 \"\u6fd2\u4e34\u706d\u7edd \"\u7684\u90e8\u5206\u3002.<\/p>\n<\/div>

\u8fd9\u662f\u4e00\u4e2a\u5178\u578b\u7684 \"\u611f\u77e5\u4e0e\u73b0\u5b9e \"\u7684\u6848\u4f8b\uff01<\/h3><\/div>

\u4e00\u4e9b\u4eba reports \u8ba4\u4e3a\uff0c\u5728\u6700\u521d\u7684\u70ed\u60c5\u8fc7\u540e\uff0c\u4eba\u4eec\u5bf9 GenAI \u7684\u5174\u8da3\u6b63\u5728\u51cf\u9000\u3002Gartner\u5728\u5176\u8457\u540d\u7684 \u201c\u65b0\u5174\u6280\u672f\u7092\u4f5c\u5468\u671f\u201d\uff08Hype Cycle for Emerging Technologies\uff09\u4e2d\u8ddf\u8e2a\u65b0\u5174\u6280\u672f\u5728\u6574\u4e2a\u751f\u547d\u5468\u671f\u4e2d\u7684\u6f14\u53d8\uff0c\u8be5\u5468\u671f\u662f\u8861\u91cf\u65b0\u6280\u672f\u7092\u4f5c\u7684\u6743\u5a01\u57fa\u51c6\u3002\u5728\u8fc7\u53bb\u7684 20 \u5e74\u4e2d\uff0c\u6709 200 \u591a\u9879\u72ec\u7279\u7684\u6280\u672f\u88ab\u7eb3\u5165\u8fd9\u4e00\u5206\u6790\u3002\u6839\u636e \"\u7092\u4f5c\u5468\u671f\"\uff0c\u6280\u672f\u901a\u5e38\u9075\u5faa\u6210\u719f\u5ea6\u66f2\u7ebf\uff0c\u7ecf\u5386\u4e94\u4e2a\u9636\u6bb5\uff1a\u521b\u65b0\u89e6\u53d1\u3001\u671f\u671b\u81a8\u80c0\u7684\u9ad8\u5cf0\u3001\u5e7b\u706d\u7684\u4f4e\u8c37\u3001\u542f\u8499\u7684\u659c\u5761\u548c\u751f\u4ea7\u529b\u7684\u9ad8\u539f\u3002.<\/p>\n<\/div>

2024 \u5e74\u62a5\u544a\u300b\u6307\u51fa\uff0cGenAI \u5f88\u53ef\u80fd\u5df2\u7ecf\u8fdb\u5165\uff0c\u4e5f\u53ef\u80fd\u5df2\u7ecf\u8fdb\u5165\u3001, \u5e7b\u706d\u8c37 \u201c\u9636\u6bb5<\/a>. .\u8fd9\u4e00\u9636\u6bb5\u7684\u7279\u70b9\u662f\uff0c\u7531\u4e8e\u5b9e\u9a8c\u548c\u5b9e\u65bd\u672a\u80fd\u8fbe\u5230\u9884\u671f\uff0c\u4eba\u4eec\u7684\u5174\u8da3\u9010\u6e10\u51cf\u5f31\u3002\u5728\u8fd9\u4e00\u9636\u6bb5\uff0c\u6280\u672f\u751f\u4ea7\u5546\u53ef\u80fd\u4f1a\u9677\u5165\u56f0\u5883\u6216\u5931\u8d25\uff0c\u53ea\u6709\u5f53\u5e78\u5b58\u7684\u4f9b\u5e94\u5546\u80fd\u591f\u6539\u8fdb\u5176\u4ea7\u54c1\uff0c\u4f7f\u65e9\u671f\u91c7\u7528\u8005\u6ee1\u610f\u65f6\uff0c\u6295\u8d44\u624d\u4f1a\u7ee7\u7eed\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article>

\":<\/span><\/div><\/div><\/div>
\":<\/span><\/div><\/div><\/div><\/div><\/article>

\u56fe 2\uff1a \u65b0\u5174\u6280\u672f\u7684 Gartner Hype Cycle - 2023 \u5e74 8 \u6708\uff08\u5de6\uff09\u548c 2024 \u5e74 8 \u6708\uff08\u53f3\uff09<\/a><\/em><\/p>\n<\/div>

\u4e0d\u8fc7\uff0cdata \u8868\u660e\uff0c\u4eba\u4eec\u5bf9 GenAI \u7684\u5174\u8da3\u548c\u91c7\u7528\u60c5\u51b5\u4f9d\u7136\u5f3a\u52b2\u3002. \u9ea6\u80af\u9521\u7684\u4e00\u9879\u8c03\u67e5\u663e\u793a<\/a>, \u8c03\u67e5\u663e\u793a\uff0c65% \u7684\u53d7\u8bbf\u8005\u8868\u793a\u4ed6\u4eec\u7684\u7ec4\u7ec7\u6b63\u5728\u5b9a\u671f\u4f7f\u7528 GenAI\uff0c\u8fd9\u4e00\u6bd4\u4f8b\u51e0\u4e4e\u662f\u53bb\u5e74\u540c\u4e00\u8c03\u67e5\u7684\u4e24\u500d\u3002.<\/p>\n<\/div>

\u8fd1\u5e74\u6765\uff0c\u53d7\u8bbf\u673a\u6784\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u7684\u6570\u91cf\u4e00\u76f4\u5f98\u5f8a\u5728 50% \u5de6\u53f3\uff0c\u4f46\u73b0\u5728\u5df2\u589e\u81f3 2024 \u5e74\u7684 72%\u3002.<\/p>\n<\/div>

\u8fd9\u79cd\u91c7\u7528\u8d8b\u52bf\u662f\u5168\u7403\u6027\u7684\u3002\u8c03\u67e5\u53d1\u73b0\uff0c2023 \u5e74\uff0c\u4efb\u4f55\u5730\u533a\u7684\u4eba\u5de5\u667a\u80fd\u91c7\u7528\u7387\u90fd\u5c1a\u672a\u8fbe\u5230 66%\u3002\u7136\u800c\uff0c\u5728 2024 \u5e74\uff0c\u51e0\u4e4e\u6bcf\u4e2a\u5730\u533a\u90fd\u6709\u8d85\u8fc7 66% \u7684\u53d7\u8bbf\u8005\u8868\u793a\uff0c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u6b63\u5728\u5176\u4e1a\u52a1\u6d3b\u52a8\u4e2d\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u3002.<\/p>\n<\/div>

\u6b64\u5916\uff0c\u4f01\u4e1a\u73b0\u5728\u5728\u66f4\u591a\u7684\u4e1a\u52a1\u9886\u57df\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u300250%\u7684\u53d7\u8bbf\u8005\u62a5\u544a\u8bf4\uff0c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u5df2\u5728\u4e24\u4e2a\u6216\u66f4\u591a\u4e1a\u52a1\u804c\u80fd\u4e2d\u91c7\u7528\u4e86\u4eba\u5de5\u667a\u80fd\uff0c\u800c2023\u5e74\u7684\u53d7\u8bbf\u8005\u4eba\u6570\u8fd8\u4e0d\u523033%\u3002.<\/p>\n<\/div>

\u6b64\u5916\uff0c\u8fd8\u63a8\u51fa\u4e86\u4ee4\u4eba\u5174\u594b\u7684\u65b0\u4ea7\u54c1\u548c\u65b0\u6a21\u5f0f\u3002GPT-4 \u5df2\u7ecf\u5c55\u793a\u4e86\u975e\u51e1\u7684\u80fd\u529b\uff0c\u5305\u62ec\u9ad8\u7ea7\u63a8\u7406\u3001\u89e3\u51b3\u95ee\u9898\u548c\u521b\u9020\u6027\u5199\u4f5c\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u8ba4\u4e3a\uff0cGenAI \u6b63\u5728\u63a5\u8fd1\u4eba\u5de5\u901a\u7528\u667a\u80fd\uff08AGI\uff09--\u5177\u6709\u7c7b\u4f3c\u4eba\u7c7b\u667a\u80fd\u7684\u673a\u5668\uff0c\u80fd\u591f\u5b66\u4e60\u4efb\u4f55\u667a\u529b\u4efb\u52a1--\u800c GPT-4 \u88ab\u8ba4\u4e3a\u662f\u6700\u63a5\u8fd1\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u673a\u5668\u3002\u6b64\u5916\uff0c\u65b0\u7684\u5f00\u6e90\u56fe\u50cf\u6a21\u578b\uff08\u5982 Flux \u548c Stable Diffusion XL\uff09\u751a\u81f3\u53ef\u4ee5\u6839\u636e\u590d\u6742\u7684\u63d0\u793a\u521b\u5efa\u9ad8\u5ea6\u7cbe\u7ec6\u548c\u903c\u771f\u7684\u56fe\u50cf\u3002.<\/p>\n<\/div>

Anthropic \u9996\u5e2d\u6267\u884c\u5b98\u8ba4\u4e3a\uff0cAGI \u5c06\u4e8e 2026 \u5e74\u5b9e\u73b0<\/a>. .\u57c3\u9686-\u9a6c\u65af\u514b\uff08Elon Musk\uff09\u4e5f\u6301\u6709\u7c7b\u4f3c\u7684\u89c2\u70b9\uff0c\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u5c06\u5728\u540c\u4e00\u65f6\u95f4\u8d85\u8d8a\u4eba\u7c7b\u667a\u80fd\u3002\u9a6c\u514b-\u624e\u514b\u4f2f\u683c\u4e5f\u8868\u793a\u201c\u5373\u4f7f\u57fa\u7840\u6a21\u578b\u65b9\u9762\u7684\u8fdb\u5c55\u73b0\u5728\u505c\u6b62\u4e86\uff08\u6211\u8ba4\u4e3a\u4e0d\u4f1a\u505c\u6b62\uff09\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u4e5f\u5c06\u6709\u4e94\u5e74\u7684\u65f6\u95f4\u6765\u8fdb\u884c\u4ea7\u54c1\u521b\u65b0\uff0c\u8ba9\u884c\u4e1a\u6478\u7d22\u51fa\u5982\u4f55\u6700\u6709\u6548\u5730\u5229\u7528\u8fc4\u4eca\u4e3a\u6b62\u53d6\u5f97\u7684\u6240\u6709\u8fdb\u6b65<\/a>\u201c.<\/p>\n<\/div>

\u5728\u8fd9\u4e00\u8f6c\u578b\u8fc7\u7a0b\u4e2d\uff0c\u6709\u8bb8\u591a\u660e\u663e\u7684\u8fdb\u5c55\u8ff9\u8c61\uff0c\u5404\u79cd\u4ea7\u54c1\u7684\u91c7\u7528\u7387\u548c\u4ea7\u54c1\u4e0e\u5e02\u573a\u7684\u5951\u5408\u5ea6\u90fd\u5f88\u9ad8\u3002Meta \u7684\u5f00\u6e90 Llama \u6a21\u578b\u8fc4\u4eca\u5df2\u88ab\u4e0b\u8f7d 3.5 \u4ebf\u6b21\u3001, \u4e0b\u8f7d\u91cf\u662f 2024 \u5e74 8 \u6708\u7684 10 \u500d<\/a>. .\u4ece 2024 \u5e74 1 \u6708\u5230 7 \u6708\uff0cLlama \u7684\u6708\u4f7f\u7528\u91cf\uff08\u4ee3\u5e01\u91cf\uff09\u589e\u957f\u4e86 10 \u500d\u3002\u7531GenAI\u9a71\u52a8\u7684Co-Pilot\u662fGitHub\u589e\u957f\u6700\u5feb\u7684\u4ea7\u54c1\uff0c\u636e\u79f0\u5360\u5176\u589e\u957f\u768440%\uff0c\u5e76\u521b\u9020\u4e86\u6570\u4ebf\u7f8e\u5143\u7684\u6536\u5165\uff0c\u5c3d\u7ba1\u5b83\u57282021\u5e7410\u6708\u624d\u53d1\u5e03\u3002\u8bb8\u591a\u516c\u53f8\u6b63\u5728\u5229\u7528 GenAI \u4ea7\u54c1\u6269\u5927\u6536\u5165\u6216\u964d\u4f4e\u6210\u672c\u3002\u4f8b\u5982\uff0cPhotoroom \u5728 2024 \u5e74 3 \u6708\u7684 ARR \u8fbe\u5230 6500 \u4e07\u7f8e\u5143\uff0c\u540c\u6bd4\u589e\u957f 195%\u3002\u8be5\u516c\u53f8\u5229\u7528GenAI\u4e3a\u7535\u5b50\u5546\u52a1\u4f01\u4e1a\u521b\u5efa\u56fe\u7247\uff0c\u5c3d\u7ba1\u4e00\u4e9b\u6279\u8bc4\u8005\u8ba4\u4e3aGenAI\u5bf9\u4e8e\u4e25\u8083\u5e94\u7528\u6765\u8bf4\u6ca1\u6709\u5fc5\u8981\u3002Klarna \u5728\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u4e5f\u53d6\u5f97\u4e86\u957f\u8db3\u8fdb\u6b65--66% \u7684\u5ba2\u6237\u67e5\u8be2\u73b0\u5728\u7531\u4eba\u5de5\u667a\u80fd\u5904\u7406\uff0c\u8fd9\u76f8\u5f53\u4e8e 700 \u540d\u5168\u804c\u4ee3\u7406\u7684\u5de5\u4f5c\u91cf\u3001, \u8282\u7ea6\u6210\u672c\u7ea6 4000 \u4e07\u7f8e\u5143<\/a>. .\u5728\u8425\u9500\u65b9\u9762\uff0cKlarna \u5c06\u4eba\u5de5\u667a\u80fd\u7528\u4e8e\u56fe\u50cf\u521b\u5efa\u548c\u7ffb\u8bd1\u7b49\u4efb\u52a1\u3001, \u6bcf\u5e74\u53ef\u8282\u7ea6 37% \u6210\u672c\uff0c\u7ea6\u5408 1000 \u4e07\u7f8e\u5143<\/a>!<\/p>\n<\/div>

\u6709\u5927\u91cf\u6295\u8d44\u65e8\u5728\u63d0\u9ad8\u4eba\u5de5\u667a\u80fd\u80fd\u529b\u548c\u57fa\u7840\u8bbe\u65bd\u3002. \u8c37\u6b4c\u3001\u5fae\u8f6f\u7b49\u79d1\u6280\u5de8\u5934\u6bcf\u5b63\u5ea6\u5728\u6570\u5b57\u57fa\u7840\u8bbe\u65bd\u4e0a\u7684\u6295\u5165\u8d85\u8fc7 500 \u4ebf\u7f8e\u5143<\/a>, \u5305\u62ec\u7528\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u56fe\u5f62\u5904\u7406\u5355\u5143\uff0c\u9884\u8ba1\u77ed\u671f\u5185\u4e0d\u4f1a\u653e\u7f13\u3002.<\/p>\n<\/div>

\u6709\u4e86\u8fd9\u4e9b\u6d3b\u52a8\uff0c\u60a8\u662f\u5426\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd \u201c\u5217\u8f66 \u201d\u6b63\u5728\u51cf\u901f\u6216\u5931\u53bb\u52a8\u529b\uff1f<\/p>\n<\/div>

\u7136\u800c\uff0c\u4e8b\u60c5\u5e76\u975e\u90fd\u662f\u7f8e\u597d\u7684\uff01<\/h2><\/div>

OpenAI\u6700\u8fd1\u9762\u4e34\u7740\u4e00\u4e9b\u4e89\u8bae\uff0c\u5305\u62ec\u9996\u5e2d\u6267\u884c\u5b98\u8428\u59c6-\u963f\u5c14\u7279\u66fc\uff08Sam Altman\uff09\u3001\u9996\u5e2d\u79d1\u5b66\u5bb6\u4f0a\u5229\u4e9a-\u82cf\u8328\u514b\u6c83\uff08Ilya Sutskever\uff09\u548c\u9ad8\u7ea7\u7814\u7a76\u5458\u626c-\u96f7\u514b\uff08Jan Leike\uff09\u7b49\u5173\u952e\u4eba\u7269\u7684\u7a81\u7136\u79bb\u804c\u548c\u5feb\u901f\u91cd\u8058\u3002\u5173\u4e8e\u516c\u53f8\u53d1\u5c55\u65b9\u5411\u7684\u5206\u6b67\uff0c\u5c24\u5176\u662f\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u6027\u3001data\u4f7f\u7528\u9053\u5fb7\uff08\u5982\u4f7f\u7528\u53d7\u7248\u6743\u4fdd\u62a4\u7684\u654f\u611fdata\u6765\u8bad\u7ec3\u6a21\u578b\uff09\u4ee5\u53ca\u5546\u4e1a\u5229\u76ca\u53ef\u80fd\u4f18\u5148\u4e8e\u9053\u5fb7\u8003\u8651\u7684\u62c5\u5fe7\uff0c\u5f15\u53d1\u4e86\u5185\u90e8\u548c\u516c\u4f17\u7684\u4e89\u8bba\u3002.<\/p>\n<\/div>

\u4e3a\u4e86\u6d88\u9664\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u9053\u5fb7\u5b9e\u8df5\u7684\u62c5\u5fe7\uff0c\u5404\u516c\u53f8\u5df2\u5f00\u59cb\u4e0e data platforms \u8fbe\u6210\u5b98\u65b9\u8bb8\u53ef\u534f\u8bae\u548c\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u3002\u4f8b\u5982\uff0cReddit \u4e0e\u8c37\u6b4c\u7b7e\u8ba2\u4e86\u4e00\u9879\u8bb8\u53ef\u534f\u8bae\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u63d0\u4f9b\u7528\u6237\u751f\u6210\u5185\u5bb9\u7684\u8bbf\u95ee\u6743\u9650\u3002\u540c\u6837\uff0cShutterstock \u4e5f\u4e0e Meta\u3001OpenAI\u3001\u4e9a\u9a6c\u900a\u548c\u82f9\u679c\u7b49\u591a\u5bb6\u5927\u578b\u79d1\u6280\u516c\u53f8\u5efa\u7acb\u4e86\u5408\u4f5c\u5173\u7cfb\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u57f9\u8bad\u6388\u6743\u5176\u5e9e\u5927\u7684\u56fe\u7247\u548c\u89c6\u9891\u5e93\u3002\u6b64\u5916\uff0c\u8def\u900f\u793e\u4e5f\u5c06\u5176\u65b0\u95fb\u5185\u5bb9\u6388\u6743\u7ed9\u4eba\u5de5\u667a\u80fd\u516c\u53f8\uff0c\u4ee5\u534f\u52a9\u8bad\u7ec3\u5176\u6a21\u578b\u3002.<\/p>\n<\/div>

\u7136\u800c\uff0c\u4eba\u4eec\u4ecd\u7136\u62c5\u5fc3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u80fd\u4f1a\u6709\u504f\u5dee\u548c\u6b67\u89c6\u6027\uff0c\u8fd9\u53d6\u51b3\u4e8e\u5b83\u4eec\u6240\u8bad\u7ec3\u7684 data\u3002\u6b63\u5982\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u5148\u9a71\u5b89\u5fb7\u9c81-\u5434\uff08Andrew Ng\uff09\u6240\u8bf4\uff1a\u201c\u4eba\u5de5\u667a\u80fd\u7684\u516c\u6b63\u6027\u53d6\u51b3\u4e8e\u5b83\u6240\u8bad\u7ec3\u7684 data\u3002\u5982\u679c\u6211\u4eec\u7ed9\u5b83\u5582\u98df\u6709\u504f\u89c1\u7684 data\uff0c\u6211\u4eec\u5c31\u4f1a\u5f97\u5230\u6709\u504f\u89c1\u7684\u7ed3\u679c\u201d\u3002\u6b27\u76df\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u300b\u548c\u7c7b\u4f3c\u6cd5\u89c4\u867d\u7136\u65e8\u5728\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u7684\u5f00\u53d1\u548c\u4f7f\u7528\u7b26\u5408\u9053\u5fb7\u89c4\u8303\uff0c\u4f46\u5728\u5e73\u8861\u521b\u65b0\u4e0e\u63a7\u5236\u65b9\u9762\u4e5f\u9762\u4e34\u6311\u6218\u3002\u4e00\u65b9\u9762\uff0c\u5b83\u4eec\u4fc3\u8fdb\u4e86\u900f\u660e\u5ea6\u3001\u95ee\u8d23\u5236\u548c\u98ce\u9669\u7f13\u89e3\uff0c\u6709\u52a9\u4e8e\u5efa\u7acb\u5bf9\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4fe1\u4efb\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u8fd9\u4e9b\u6cd5\u89c4\u53ef\u80fd\u4f1a\u627c\u6740\u521b\u65b0\uff0c\u5c24\u5176\u662f\u5728\u96be\u4ee5\u754c\u5b9a\u660e\u786e\u89c4\u5219\u7684\u9886\u57df\uff0c\u5e76\u53ef\u80fd\u7ed9\u4f01\u4e1a\uff0c\u5c24\u5176\u662f\u5c0f\u578b\u4f01\u4e1a\u5e26\u6765\u5de8\u5927\u7684\u5408\u89c4\u8d1f\u62c5\u3002.<\/p>\n<\/div>

\u9664\u4e86\u8fd9\u4e9b\u95ee\u9898\uff0c\u4eba\u5de5\u667a\u80fd\u8fd8\u9762\u4e34\u7740\u91cd\u5927\u7684\u6280\u672f\u6311\u6218\u3002\u867d\u7136\u5bf9\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u8fdb\u884c\u4e86\u5927\u91cf\u6295\u8d44\uff0c\u4f46\u7ef4\u6301\u8fd9\u4e9b\u7cfb\u7edf\u6240\u9700\u7684\u8ba1\u7b97\u80fd\u529b\u9700\u8981\u6d88\u8017\u5927\u91cf\u80fd\u6e90\u3002\u4f8b\u5982\uff0c\u8bad\u7ec3\u50cf GPT-3 \u8fd9\u6837\u7684\u6a21\u578b\u9700\u8981\u6d88\u8017\u5927\u7ea6 1300 \u5146\u74e6\u65f6\u7684\u7535\u529b\uff0c\u8db3\u591f 130 \u4e2a\u7f8e\u56fd\u5bb6\u5ead\u4f7f\u7528\u4e00\u5e74\u3002\u4e00\u6b21 ChatGPT \u67e5\u8be2\u7684\u8017\u7535\u91cf\u4e3a 2.9 \u74e6\u65f6\uff0c\u660e\u663e\u9ad8\u4e8e\u8c37\u6b4c\u641c\u7d22\u7684 0.3 \u74e6\u65f6\u3002. \u5982\u679c ChatGPT \u80fd\u591f\u5904\u7406\u6bcf\u5929 90 \u4ebf\u6b21\u7684\u8c37\u6b4c\u641c\u7d22\uff0c\u90a3\u4e48\u6bcf\u5e74\u7684\u7535\u529b\u9700\u6c42\u5c06\u589e\u52a0 10 \u5146\u74e6\u65f6\uff0c\u76f8\u5f53\u4e8e 150 \u4e07\u6b27\u76df\u5c45\u6c11\u6bcf\u5e74\u7684\u7528\u7535\u603b\u91cf<\/a>. .\u636e\u56fd\u9645\u80fd\u6e90\u673a\u6784\u4f30\u8ba1\uff0c\u5230 2026 \u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u53ca\u76f8\u5173\u6280\u672f\u7684\u80fd\u6e90\u9700\u6c42\u5c06\u7ffb\u4e00\u756a\uff0c\u8fbe\u5230\u4e0e\u65e5\u672c\u5e74\u7528\u7535\u91cf\u76f8\u5f53\u7684\u6c34\u5e73\u3002\u8981\u8fdb\u4e00\u6b65\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u8fd8\u9700\u8981\u66f4\u5927\u7684 GPU \u573a\u3001\u66f4\u5148\u8fdb\u7684\u6a21\u578b\u548c\u65e5\u76ca\u5e9e\u5927\u7684 data \u5904\u7406\u91cf\u3002.<\/p>\n<\/div>

\u4e3a\u4ec0\u4e48\u73b0\u5728\u662f\u5efa\u8bbe\u7684\u6700\u4f73\u65f6\u673a\uff1f<\/h2><\/div>

\u7ea6 75%\u7684\u5168\u7403\u9996\u5e2d\u6267\u884c\u5b98\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u5bfc\u529b\u5bf9\u4fdd\u6301\u7ade\u4e89\u4f18\u52bf\u81f3\u5173\u91cd\u8981<\/a>. .\u4e8b\u5b9e\u4e0a\uff0c\u7ea6\u6709 64% \u7684\u9996\u5e2d\u6267\u884c\u5b98\u613f\u610f\u627f\u62c5\u6bd4\u7ade\u4e89\u5bf9\u624b\u66f4\u5927\u7684\u98ce\u9669\uff0c\u4ee5\u907f\u514d\u843d\u540e\u3002\u867d\u7136\u79d1\u6280\u5de8\u5934\u663e\u7136\u5728\u5f15\u9886\u6f6e\u6d41\uff0c\u4f46\u975e\u79d1\u6280\u9886\u57df\u7684\u5546\u4e1a\u9886\u8896\u4e5f\u5f3a\u8c03\u4e86\u5c06\u4eba\u5de5\u667a\u80fd\u878d\u5165\u5de5\u4f5c\u573a\u6240\u7684\u91cd\u8981\u6027\u3002.<\/p>\n<\/div>

\u845b\u5170\u7d20\u53f2\u514b\u516c\u53f8\u524d\u9996\u5e2d\u6267\u884c\u5b98\u5b89\u5fb7\u9c81-\u5a01\u8482\u8bf4\uff1a\u201c\u4ece\u836f\u7269\u53d1\u73b0\u5230\u4e2a\u6027\u5316\u533b\u7597\uff0c\u4eba\u5de5\u667a\u80fd\u6709\u53ef\u80fd\u5f7b\u5e95\u6539\u53d8\u533b\u7597\u4fdd\u5065\u3002\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u52a0\u5feb\u65b0\u7597\u6cd5\u7684\u5f00\u53d1\uff0c\u6539\u5584\u60a3\u8005\u7684\u6cbb\u7597\u6548\u679c\u3002\u201d<\/p>\n<\/div>

\u6c83\u5c14\u739b\u9996\u5e2d\u6267\u884c\u5b98\u9053\u683c-\u9ea6\u514b\u7c73\u4f26\uff08Doug McMillon\uff09\u8bf4\uff1a\u201c\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u96f6\u552e\u4e1a\u3002\u5b83\u6b63\u5728\u5e2e\u52a9\u6211\u4eec\u4f18\u5316\u4f9b\u5e94\u94fe\u3001\u4e2a\u6027\u5316\u8d2d\u7269\u4f53\u9a8c\u548c\u6539\u5584\u5ba2\u6237\u670d\u52a1\u3002\u201d<\/p>\n<\/div>

\u901a\u7528\u6c7d\u8f66\u516c\u53f8\u9996\u5e2d\u6267\u884c\u5b98\u739b\u4e3d-\u5df4\u62c9\uff08Mary Barra\uff09\u8bf4\uff1a\u201c\u4eba\u5de5\u667a\u80fd\u662f\u6c7d\u8f66\u884c\u4e1a\u521b\u65b0\u7684\u5173\u952e\u9a71\u52a8\u529b\u3002\u5b83\u4f7f\u6211\u4eec\u80fd\u591f\u5f00\u53d1\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff0c\u63d0\u9ad8\u8f66\u8f86\u5b89\u5168\u6027\uff0c\u5e76\u589e\u5f3a\u6574\u4f53\u9a7e\u9a76\u4f53\u9a8c\u201d\u3002\u201d<\/p>\n<\/div>

\u5404\u884c\u5404\u4e1a\u90fd\u6709\u8bb8\u591a\u8fd9\u6837\u7684\u4f8b\u5b50\uff0c\u53cd\u6620\u51fa GenAI \u5728\u9886\u5bfc\u8005\u4e2d\u5f15\u53d1\u7684\u5174\u594b\u548c\u673a\u9047\u3002\u8be5\u9886\u57df\u7684\u521b\u65b0\u6b63\u5728\u84ec\u52c3\u53d1\u5c55--\u65b0\u6a21\u5f0f\u4e0d\u65ad\u88ab\u5f00\u53d1\u548c\u63a8\u51fa\uff0c\u5982 Meta \u7684 LLaMA \u548c Mistral\u3002\u6b64\u5916\uff0c\u4e0d\u65ad\u6d8c\u73b0\u7684\u516c\u53f8\u4e0d\u4ec5\u521b\u9020\u4e86\u8fd9\u4e9b\u6a21\u5f0f\uff0c\u8fd8\u90e8\u7f72\u5e76\u63d0\u4f9b\u4e86\u56f4\u7ed5\u8fd9\u4e9b\u6a21\u5f0f\u7684\u670d\u52a1\u3002Photoroom\u3001Greenlite \u548c Permitflow \u5c31\u662f\u5176\u4e2d\u7684\u51e0\u4e2a\u4f8b\u5b50\u3002. \u5230 2015 \u5e74\uff0c\u4ec5\u8c37\u6b4c\u5c31\u6709 2700 \u591a\u4e2a\u6d3b\u8dc3\u7684\u4eba\u5de5\u667a\u80fd\u9879\u76ee<\/a>.<\/p>\n<\/div>

\u5c06\u4eba\u5de5\u667a\u80fd\u878d\u5165\u4e1a\u52a1\u6d41\u7a0b\u5177\u6709\u663e\u8457\u7684\u5148\u53d1\u4f18\u52bf\u548c\u590d\u5408\u6548\u76ca\u3002\u6839\u636e Gartner \u7684\u4e00\u9879\u8c03\u67e5\uff0c\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u7684\u4f01\u4e1a\u51b3\u7b56\u5931\u8bef\u51cf\u5c11\u4e86 37%\u3002\u4eba\u5de5\u667a\u80fd\u8fd8\u80fd\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff1b\u57c3\u68ee\u54f2\u7684\u7814\u7a76\u8868\u660e\uff0c\u4eba\u5de5\u667a\u80fd\u6709\u53ef\u80fd\u5c06\u5458\u5de5\u7684\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8 40%\uff0c\u800c\u50cf Klara \u8fd9\u6837\u7684\u516c\u53f8\u5df2\u7ecf\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u6bcf\u5e74\u8282\u7701\u4e86 5000 \u4e07\u7f8e\u5143\u3002. \u6b64\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u8fd8\u80fd\u6539\u53d8\u5ba2\u6237\u4f53\u9a8c<\/a>. .\u6839\u636e\u9ea6\u80af\u9521\u548c\u4e16\u754c\u7ecf\u6d4e\u8bba\u575b\u7684\u5206\u6790\uff0c\u5230 2040 \u5e74\uff0cGenAI \u9884\u8ba1\u6bcf\u5e74\u5c06\u4e3a\u5168\u7403\u7ecf\u6d4e\u8d21\u732e 2.6 \u4e07\u4ebf\u81f3 4.4 \u4e07\u4ebf\u7f8e\u5143\u3002\u8fd9\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u673a\u9047\uff0c\u4f01\u4e1a\u5fc5\u987b\u627e\u51c6\u81ea\u5df1\u7684\u5b9a\u4f4d\uff0c\u624d\u80fd\u4ece\u8fd9\u4e00\u65b0\u5174\u4ef7\u503c\u4e2d\u5206\u5f97\u4e00\u676f\u7fb9\u3002.<\/p>\n<\/div>

Artefact \u5982\u4f55\u5e2e\u52a9\u5ba2\u6237\u91c7\u7528 GenAI\uff1f<\/h2><\/div>

Artefact<\/a>, Artefact\u662f\u5168\u7403\u9886\u5148\u7684data\u548c\u4eba\u5de5\u667a\u80fd\u54a8\u8be2\u516c\u53f8\uff0c\u5728\u5e2e\u52a9\u5ba2\u6237\u91c7\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u65b9\u9762\u5904\u4e8e\u9886\u5148\u5730\u4f4d\u3002Artefact \u62e5\u6709\u4e00\u652f\u8d85\u8fc7 1800 \u4eba\u7684 data \u548c\u4eba\u5de5\u667a\u80fd\u4e13\u4e1a\u56e2\u961f\uff0c\u63d0\u4f9b\u5305\u62ec\u6218\u7565\u5236\u5b9a\u3001\u89e3\u51b3\u65b9\u6848\u5b9e\u65bd\u548c PoCs \u5f00\u53d1\u5728\u5185\u7684\u5168\u9762\u670d\u52a1\uff0c\u4ee5\u5b9e\u73b0\u5207\u5b9e\u7684\u4e1a\u52a1\u4ef7\u503c\u3002\u6211\u4eec\u5df2\u5e2e\u52a9 150 \u591a\u5bb6\u5ba2\u6237\u5f00\u53d1\u548c\u63a8\u5e7f GenAI \u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u5b9e\u73b0\u53ef\u8861\u91cf\u7684\u4e1a\u52a1\u5f71\u54cd\u3002.<\/p>\n<\/div>

\u7ed3\u8bba<\/h2><\/div>

\u603b\u4e4b\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c06\u6210\u4e3a\u4e00\u573a\u53d8\u9769\uff0c\u5c31\u50cf\u51e0\u5341\u5e74\u524d\u7684\u4e92\u8054\u7f51\u4e00\u6837\u3002\u5c3d\u7ba1\u5b58\u5728\u4ece\u9053\u5fb7\u95ee\u9898\u5230\u80fd\u6e90\u9700\u6c42\u7b49\u5404\u79cd\u6000\u7591\u548c\u6311\u6218\uff0c\u4f46\u5728\u5207\u5b9e\u7684\u5546\u4e1a\u5229\u76ca\u548c\u6301\u7eed\u521b\u65b0\u7684\u63a8\u52a8\u4e0b\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5404\u884c\u5404\u4e1a\u7684\u5e94\u7528\u4ecd\u5728\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u52a0\u901f\u53d1\u5c55\u3002\u968f\u7740\u516c\u53f8\u5c06 GenAI \u96c6\u6210\u5230\u5176\u6d41\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u5728\u6548\u7387\u3001\u51b3\u7b56\u548c\u5ba2\u6237\u4f53\u9a8c\u65b9\u9762\u770b\u5230\u4e86\u663e\u8457\u7684\u6539\u5584\u3002\u9884\u8ba1\u8fd9\u9879\u6280\u672f\u5c06\u5bf9\u5168\u7403\u7ecf\u6d4e\u4ea7\u751f\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u5e26\u6765\u5f3a\u5927\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u73b0\u5728\u662f\u5229\u7528 GenAI \u7684\u6700\u4f73\u65f6\u673a\uff0c\u56e0\u4e3a GenAI \u7684\u5feb\u901f\u53d1\u5c55\u7b26\u5408\u65e5\u76ca\u589e\u957f\u7684\u4e1a\u52a1\u9700\u6c42\u548c\u5bf9\u521b\u65b0\u89e3\u51b3\u65b9\u6848\u7684\u9700\u8981\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"

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