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AI \u7684\u8ba8\u8bba\u5ea6\u81ea ChatGPT \u53d1\u5e03\u4ee5\u6765\u57fa\u672c\u4e0a\u662f\u6709\u589e\u65e0\u51cf\uff0c\u65e0\u8bba\u4f60\u5728\u54ea\u4e2a\u884c\u4e1a\u6216\u8005\u662f\u505a\u4ec0\u4e48\uff0c\u90fd\u6709\u4eba\u8c08 AI\uff0c\u4e0d\u4ec5\u662f\u56fd\u5185\u7126\u8651\uff0c\u6d77\u5916\u5e02\u573a\u4e5f\u4e00\u6837\u3002<\/p>\n
\u4e3a\u4e86\u641e\u6e05\u695a\u57fa\u4e8e LLM \u7684\u521d\u521b\u516c\u53f8\u5230\u5e95\u5728\u5e02\u573a\u4e0a\u6709\u6ca1\u6709\u7acb\u8db3\u70b9\uff0c\u5916\u5a92 TechCrunch \u5728\u4e0d\u4e45\u524d\u4e0e 6 \u5bb6\u6d77\u5916 VC \u673a\u6784\u5408\u4f19\u4eba\/\u533a\u57df\u8d1f\u8d23\u4eba\u7b49\u8fdb\u884c\u4e86\u4e13\u9898\u8ba8\u8bba\uff0c\u5e76\u629b\u51fa\u4e86\u5173\u4e8e\u5546\u4e1a\u6a21\u5f0f\u3001\u5e02\u573a\u7ade\u4e89\u3001\u5e94\u7528\u5c42\u7a7a\u95f4\u3001GTM\u7b56\u7565\u4ee5\u53ca\u5b9a\u4ef7\u8d8b\u52bf\uff1a<\/p>\n
\u5173\u4e8e\u751f\u6210\u5f0f AI \u6280\u672f\u5806\u6808\uff0c\u66f4\u504f\u597d\u5404\u4e2a\u5806\u6808\u5c42\u7684\u65b9\u6848\u8fd8\u662f\u5782\u76f4\u65b9\u6848\uff1f<\/strong><\/p>\n Rick Grinnell\uff08Glasswing Ventures\uff09<\/em><\/strong>\u6211\u4eec\u5c06\u751f\u6210\u5f0f AI \u6280\u672f\u5806\u6808\u5206\u4e3a\u56db\u4e2a\u4e0d\u540c\u7684\u5c42\u6b21\uff1a\u57fa\u7840\u6a21\u578b\u63d0\u4f9b\u5546\u3001\u4e2d\u95f4\u5c42\u516c\u53f8\u3001\u6700\u7ec8\u5e02\u573a\u6216\u9876\u5c42\u5e94\u7528\u4ee5\u53ca\u5168\u6808\u6216\u7aef\u5230\u7aef\u7684\u5782\u76f4\u516c\u53f8\u3002<\/p>\n 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\u7684\u57fa\u672c\u8981\u7d20\u4e0e\u7cbe\u7ec6\u5316\u4e13\u4e1a\u5e94\u7528\u5c42\u7684\u901a\u9053\uff0c\u8fd9\u90e8\u5206\u5806\u6808\u5305\u62ec\u6700\u5148\u8fdb\u7684\u80fd\u529b\uff0c\u5305\u62ec\u6a21\u578b\u5fae\u8c03\u3001\u63d0\u793a\u5de5\u7a0b\u548c\u654f\u6377\u6a21\u578b\u7f16\u6392\u3002<\/p>\n \u6211\u4eec\u9884\u8ba1\u7c7b\u4f3c\u4e8e Databricks \u7684\u5b9e\u4f53\u5c06\u5728\u8fd9\u4e2a\u9886\u57df\u5d2d\u9732\u5934\u89d2\u3002\u7136\u800c\uff0c\u8fd9\u4e2a\u5c42\u6b21\u7684\u7ade\u4e89\u52a8\u6001\u5e26\u6765\u4e86\u72ec\u7279\u7684\u6311\u6218\u3002\u9996\u5148\uff0c\u57fa\u7840\u6a21\u578b\u63d0\u4f9b\u5546\u8fdb\u519b\u4e2d\u95f4\u5c42\u5de5\u5177\u9886\u57df\u52a0\u5927\u4e86\u5546\u54c1\u5316\u98ce\u9669\u3002\u6b64\u5916\uff0c\u5df2\u7ecf\u5efa\u7acb\u7684\u5e02\u573a\u9886\u5bfc\u8005\u8fdb\u5165\u8fd9\u4e2a\u9886\u57df\u8fdb\u4e00\u6b65\u52a0\u5267\u4e86\u7ade\u4e89\u3002\u56e0\u6b64\uff0c\u5c3d\u7ba1\u5728\u8fd9\u4e00\u9886\u57df\u5185\u6d8c\u73b0\u51fa\u4e86\u8bb8\u591a\u521d\u521b\u516c\u53f8\uff0c\u4f46\u4ecd\u9700\u8981\u627e\u5230\u660e\u663e\u7684\u8d62\u5bb6\u3002<\/p>\n Edward Tsai\uff08Alumni Ventures\uff09<\/strong><\/em>\u6211\u8ba4\u4e3a\u4f1a\u6709\u5f88\u591a\u521d\u521b\u516c\u53f8\u5728\u4e24\u8005\u4e4b\u95f4\u8fdb\u884c\u9009\u62e9\u3002\u4e0d\u8fc7\uff0c\u6211\u8ba4\u4e3a\u51fa\u8272\u7684\u57fa\u7840\u8bbe\u65bd\u9700\u8981\u66f4\u9ad8\u7684\u95e8\u69db\uff0c\u56e0\u4e3a\u6709\u6765\u81ea OpenAI\u3001Anthropic\u3001Cohere\u548c\u5176\u4ed6\u57fa\u7840\u6a21\u578b\u516c\u53f8\u7684\u7ade\u4e89\uff0c\u5b83\u4eec\u6b63\u5728\u6269\u5c55\u5176LLM\u6280\u672f\u5806\u6808\u76f8\u5173\u7684\u5de5\u5177\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n \u7aef\u5230\u7aef\u7684\u521d\u521b\u516c\u53f8\u63d0\u4f9b\u5782\u76f4\u89e3\u51b3\u65b9\u6848\uff0c\u4f7f\u89e3\u51b3\u4e1a\u52a1\u95ee\u9898\u53d8\u5f97\u5bb9\u6613\uff0c\u9700\u8981\u5f88\u5c11\u7684\u989d\u5916\u5de5\u5177\uff0c\u6211\u8ba4\u4e3a\u503c\u5f97\u8ba4\u771f\u8003\u8651\u3002\u5728SaaS\u9886\u57df\uff0c\u8bb8\u591a\u5782\u76f4\u7279\u5b9a\u7684\u7aef\u5230\u7aef\u516c\u53f8\u53d6\u5f97\u4e86\u5f88\u5927\u7684\u6210\u529f\uff0c\u6bd4\u5982 Toast \u548c Procore\u3002\u540c\u6837\uff0c\u63d0\u4f9b\u6613\u4e8e\u4f7f\u7528\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u884c\u4e1a\u7279\u5b9a\u6570\u636e\u589e\u503c\u7684 AI \u516c\u53f8\u53ef\u4ee5\u4e3a\u5176\u6700\u7ec8\u4f01\u4e1a\u5ba2\u6237\u63d0\u4f9b\u5f88\u5927\u7684\u5e2e\u52a9\u3002<\/p>\n Lisa Calhoun\uff08Valor VC\uff09<\/em><\/strong>\u867d\u7136\u6709\u4e00\u4e9b\u521d\u521b\u516c\u53f8\u4e13\u95e8\u4e13\u6ce8\u4e8e\u6280\u672f\u5806\u6808\u7684\u67d0\u4e9b\u90e8\u5206\uff0c\u6bd4\u5982 Pinecone\uff0c\u4f46 Valor \u7684\u5173\u6ce8\u70b9\u662f\u5e94\u7528\u578b AI \uff0c\u6211\u4eec\u5c06\u5176\u5b9a\u4e49\u4e3a\u89e3\u51b3\u5ba2\u6237\u95ee\u9898\u7684AI\u3002\u4f8b\u5982\uff0cSaile.ai \u5c31\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u4f8b\u5b50 – \u5b83\u4f7f\u7528 AI \u4e3a\u8d22\u5bcc 500 \u5f3a\u516c\u53f8\u751f\u6210\u53ef\u5173\u95ed\u7684\u6f5c\u5728\u5ba2\u6237\u7ebf\u7d22\u3002\u6216\u8005\u4f7f\u7528\u81ea\u5df1\u8bad\u7ec3\u7684\u6570\u636e\u96c6\u6765\u521b\u5efa\u66f4\u6709\u7528\u7684\u4fe1\u7528\u98ce\u9669\u8bc4\u5206\uff0c\u4ee5\u53ca\u4f7f\u7528 AI \u5904\u7406\u4e2a\u4f53 DNA \u7684\u6cbb\u7597\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u5728\u7279\u5b9a\u60c5\u5883\u4e0b\u627e\u5230\u6700\u9002\u5408\u4f60\u4e2a\u4eba\u7684\u6700\u4f73\u533b\u7597\u6cbb\u7597\u65b9\u6cd5\u3002<\/p>\n Wei Lien Dang\uff08Unusual Ventures\uff09<\/em><\/strong>\u4e24\u8005\u90fd\u6709\uff0c\u4f46\u5927\u591a\u6570\u5c06\u4ece\u5404\u4e2a\u5c42\u9762\u5165\u624b\u3002\u4f8b\u5982\uff0c\u50cf Lamini 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\u8fd9\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u4e86\u7edd\u5bf9\u7684\u7075\u6d3b\u6027\u3001\u53ef\u5b9a\u5236\u6027\u548c\u9886\u57df\u7279\u5b9a\u6027\uff0c\u4ee5\u9002\u5e94\u5176\u81ea\u8eab\u7684\u60c5\u5883\u548c\u60c5\u51b5\u3002\u53d7\u76d1\u7ba1\u884c\u4e1a\u662f\u53e6\u4e00\u4e2a\u4f8b\u5b50\u2014\u2014\u7531\u4e8e\u5408\u89c4\u6027\u539f\u56e0\uff0c\u4ed6\u4eec\u65e0\u6cd5\u4f7f\u7528\u5927\u591a\u6570\u5546\u4e1a\u4ea7\u54c1\uff0c\u56e0\u6b64\u5c06\u4f7f\u7528\u5404\u79cd\u7ec4\u4ef6\u8fdb\u884c\u5185\u90e8\u6784\u5efa\u3002\u5bf9\u4e8e\u975e\u53d7\u76d1\u7ba1\u516c\u53f8\u5185\u90e8\u7684\u66f4\u591a\u529f\u80fd\u9886\u57df\uff0c\u5982\u6cd5\u5f8b\u3001\u8d22\u52a1\u3001\u652f\u6301\u3001\u8fd0\u8425\u7b49\uff0c\u6211\u9884\u8ba1\u4ed6\u4eec\u5c06\u8d2d\u4e70\u5782\u76f4\u5e94\u7528\u7a0b\u5e8f\uff0c\u5176\u4e2d\u5305\u542b\u7279\u5b9a\u7ec4\u9700\u8981\u7684\u4e00\u5207\uff0c\u7c7b\u4f3c\u4e8e\u9500\u552e\u56e2\u961f\u53ef\u80fd\u5f15\u5165 HubSpot \u800c\u4e0d\u662f\u8981\u6c42\u4e2d\u592e\u6570\u636e\u56e2\u961f\u6784\u5efa CRM \u3002<\/p>\n Sandeep Bakshi\uff08Prosus Ventures\uff09<\/em><\/strong>\u6784\u5efa\u8de8\u5806\u6808\u7684\u89e3\u51b3\u65b9\u6848\u4ecd\u7136\u975e\u5e38\u6709\u8da3\uff0c\u8fc4\u4eca\u4e3a\u6b62\uff0c\u6211\u4eec\u5728\u5782\u76f4\u7279\u5b9a\u548c\u5de5\u5177\u7a7a\u95f4\uff08\u5373\uff0c\u6240\u8c13\u7684"\u6316\u6398\u5de5\u5177"\uff09\u82b1\u8d39\u4e86\u5927\u90e8\u5206\u65f6\u95f4\u3002\u5782\u76f4\u65b9\u6cd5\uff0c\u5982\u6211\u4eec\u7684\u6295\u8d44\u7ec4\u5408\u516c\u53f8Corti \u6240\u5c55\u793a\u7684\uff0cCorti \u662f\u4e00\u5bb6\u9762\u5411\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684 AI \u8f85\u52a9\u7cfb\u7edf\uff0c\u5141\u8bb8\u516c\u53f8\u4e3a\u7279\u5b9a\u4f01\u4e1a\u548c\u7279\u5b9a\u8d2d\u4e70\u8005\u8bbe\u60f3\u6784\u5efa\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u4e5f\u4f7f\u521d\u521b\u516c\u53f8\u80fd\u591f\u4e13\u6ce8\u4e8e\u8bad\u7ec3\u4ed6\u4eec\u7684\u6a21\u578b\uff0c\u4f7f\u7528\u5782\u76f4\u7279\u5b9a\u7684\u6570\u636e\u96c6\uff0c\u4ece\u800c\u63d0\u4f9b\u4e0e\u6765\u81ea\u66f4\u5e7f\u6cdb\u6570\u636e\u96c6\u7684\u7ed3\u679c\u76f8\u6bd4\u66f4\u76f8\u5173\u7684\u7b54\u6848\u3002<\/p>\n \u968f\u7740 Datadog \u4ee5\u53ca\u5fae\u8f6f\u8fd9\u6837\u7684\u65b0\u8001\u5de8\u5934\u52a0\u5165\uff0c\u521d\u521b\u516c\u53f8\u8fd8\u6709\u591a\u5c11\u673a\u4f1a\uff1f<\/strong><\/p>\n Rick Grinnell\uff08Glasswing Ventures\uff09<\/em><\/strong>LLM \u53ef\u89c2\u5bdf\u6027\u5c5e\u4e8e\u201c\u4e2d\u95f4\u5c42\u201d\u8303\u7574\uff0c\u4f5c\u4e3a\u4e13\u95e8\u4e1a\u52a1\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528\u57fa\u7840\u6a21\u578b\u7684\u50ac\u5316\u5242\uff0c\u50cf Datadog \u3001New Relic \u548cSplunk \u7b49\u8001\u724c\u516c\u53f8\u90fd\u63a8\u51fa\u4e86 LLM \u76f8\u5173\u7684\u5de5\u5177\uff0c\u5e76\u4f3c\u4e4e\u5728\u8fd9\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u7684\u7814\u53d1\u8d44\u91d1\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5728\u77ed\u671f\u5185\u9650\u5236\u5e02\u573a\u9886\u57df\u3002<\/p>\n \u7136\u800c\uff0c\u6b63\u5982\u6211\u4eec\u5728\u4e92\u8054\u7f51\u548c\u4e91\u8ba1\u7b97\u521a\u5174\u8d77\u65f6\u6240\u89c1\uff0c\u8001\u724c\u516c\u53f8\u901a\u5e38\u4f1a\u6301\u7eed\u521b\u65b0\uff0c\u76f4\u5230\u521b\u65b0\u53d8\u5f97\u505c\u6ede\u4e0d\u524d\u3002\u968f\u7740 AI \u6210\u4e3a\u5bb6\u55bb\u6237\u6653\u7684\u540d\u8bcd\uff0c\u5728\u5404\u4e2a\u5782\u76f4\u9886\u57df\u90fd\u627e\u5230\u4e86\u7528\u9014\uff0c\u521d\u521b\u516c\u53f8\u6709\u673a\u4f1a\u63d0\u4f9b\u521b\u65b0\u89e3\u51b3\u65b9\u6848\uff0c\u98a0\u8986\u5e76\u91cd\u65b0\u6784\u60f3\u8001\u724c\u516c\u53f8\u7684\u5de5\u4f5c\u3002\u73b0\u5728\u8fd8\u4e3a\u65f6\u5c1a\u65e9\uff0c\u65e0\u6cd5\u786e\u5b9a\u8d62\u5bb6\u662f\u8c01\uff0c\u56e0\u4e3a\u6bcf\u4e00\u5929\u90fd\u4f1a\u53d1\u73b0\u73b0\u6709 AI \u6846\u67b6\u4e2d\u7684\u65b0\u6f0f\u6d1e\u3002\u5728\u8fd9\u5176\u4e2d\uff0c\u521d\u521b\u516c\u53f8\u6709\u5de8\u5927\u7684\u673a\u4f1a\u3002<\/p>\n Edward Tsai\uff08Alumni Ventures\uff09<\/strong><\/em>\u50cf Datadog \u8fd9\u6837\u7684\u8001\u724c\u516c\u53f8\u5728\u5411\u7528\u6237\u63a8\u51fa\u4f18\u79c0\u7684\u4ea7\u54c1\u540e\u786e\u5b9e\u4f1a\u5360\u636e\u4e00\u90e8\u5206\u5e02\u573a\u4efd\u989d\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u4e0d\u540c\u7684\u5ba2\u6237\u6709\u4e0d\u540c\u7684\u9700\u6c42\u3002\u9664\u4e86Datadog \u5916\uff0c\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u6570\u636e\u548c APM \u53ef\u89c2\u5bdf\u6027\u521d\u521b\u516c\u53f8\u6b63\u5728\u4e0eDatadog \u7ade\u4e89\uff0c\u8fd8\u6709\u4e00\u4e9b\u4e13\u95e8\u4ece\u4e8b AI \u673a\u5668\u5b66\u4e60\u548c LLM \u7684\u516c\u53f8\uff0c\u5982 Arize \u548c Aporia\uff0c\u7c7b\u4f3c\u4e8e\u7f51\u7edc\u5b89\u5168\u9886\u57df\uff0c\u8fd8\u6709\u4e13\u95e8\u9488\u5bf9 AI \u7f51\u7edc\u5b89\u5168\u7684\u521d\u521b\u516c\u53f8\uff0c\u6bd4\u5982 HiddenLayer \u548c Protect AI\uff0c\u7f8e\u56fd\u4f01\u4e1a\u5e02\u573a\u4e60\u60ef\u4e8e\u9009\u62e9\u5927\u578b\u5e73\u53f0\u548c\u6700\u4f73\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n Lisa Calhoun\uff08Valor VC\uff09<\/em><\/strong>\u50cf Datadog \u8fd9\u6837\u7684\u5de5\u5177\u53ea\u6709\u5728\u6210\u529f\u76d1\u63a7 AI \u6027\u80fd\u74f6\u9888\u65f6\u624d\u80fd\u66f4\u597d\u7684\u63a8\u5e7fAI\u5de5\u5177\uff0c\u8fd9\u672c\u8eab\u4ecd\u7136\u662f\u4e00\u4e2a\u5c1a\u672a\u88ab\u63a2\u7d22\u7684\u9886\u57df\uff0c\u5728\u63a5\u4e0b\u6765\u7684\u51e0\u5e74\u91cc\u5c06\u4f1a\u7ecf\u5386\u5f88\u591a\u53d8\u5316\u548c\u6210\u719f\uff0c\u5176\u4e2d\u4e00\u4e2a\u5173\u952e\u56e0\u7d20\u53ef\u80fd\u662f\u6210\u672c\u76d1\u6d4b\uff0c\u56e0\u4e3a\u50cf OpenAI \u8fd9\u6837\u7684\u516c\u53f8\u4e3b\u8981\u6309\u201ctoken\u201d\u8ba1\u8d39\uff0c\u8fd9\u4e0e\u5927\u591a\u6570\u4e91\u8ba1\u7b97\u7684\u5ea6\u91cf\u6807\u51c6\u975e\u5e38\u4e0d\u540c\u3002<\/p>\n Wei Lien Dang\uff08Unusual Ventures\uff09<\/em><\/strong>\u6211\u4e2a\u4eba\u89c1\u8fc7\u8d85\u8fc7 10 \u5bb6\u65b0\u521b\u516c\u53f8\u5c1d\u8bd5\u5c06 LLM \u5e94\u7528\u4e8e\u6570\u636e\u5206\u6790\uff0c\u5b83\u4eec\u90fd\u6709\u76f8\u4f3c\u7684\u6545\u4e8b\u3002\u8fd9\u610f\u5473\u7740\u521d\u521b\u516c\u53f8\u7684\u521b\u59cb\u4eba\u9700\u8981\u66f4\u52a0\u52aa\u529b\u5730\u601d\u8003\u4ed6\u4eec\u516c\u53f8\u7684\u201c\u4e3a\u4ec0\u4e48\u73b0\u5728\uff1f\u201d\u9664\u4e86\u80fd\u591f\u4f7f\u7528 LLM \u3002<\/p>\n \u5355\u5355 LLM \u672c\u8eab\u5e76\u4e0d\u4e00\u5b9a\u662f\u6210\u7acb\u516c\u53f8\u7684\u7406\u7531\uff0cDatadog \u548c\u5176\u4ed6\u8001\u724c\u516c\u53f8\u5e76\u6ca1\u6709\u51cf\u5c0f\u6574\u4f53\u5e02\u573a\u89c4\u6a21\uff0c\u4f46\u5b83\u4eec\u65e0\u7591\u5bf9\u521d\u521b\u516c\u53f8\u63d0\u51fa\u4e86\u66f4\u591a\u538b\u529b\uff0c\u8981\u6c42\u5b83\u4eec\u80fd\u591f\u533a\u5206\u5176\u4ea7\u54c1\u5e76\u4ece GTM \u7684\u89d2\u5ea6\u7ade\u4e89\u3002<\/p>\n Rak Garg\uff08\u8d1d\u6069\u8d44\u672c\uff09<\/strong><\/em>\u5b8f\u89c2\u73af\u5883\u5bf9\u8bb8\u591a\u4f01\u4e1a\u9884\u7b97\u65bd\u52a0\u4e86\u538b\u529b\uff0c\u4e0e\u73b0\u6709\u4f9b\u5e94\u5546\u6269\u5c55\u3001\u652f\u51fa\u6216\u8d62\u5f97\u6709\u5229\u5b9a\u4ef7\u66f4\u5bb9\u6613\uff0c\u800c\u4e0d\u662f\u5c1d\u8bd5\u5f15\u5165\u65b0\u4f9b\u5e94\u5546\uff0c\u8fd9\u79cd\u52a8\u6001\u662f\u5bfc\u81f4\u8001\u724c LLM \u4ea7\u54c1\u5bf9\u521d\u521b\u516c\u53f8\u6784\u6210\u5a01\u80c1\u7684\u539f\u56e0\u3002<\/p>\n \u5e02\u573a\u673a\u4f1a\u4ecd\u7136\u5b58\u5728\uff0c\u7279\u522b\u662f\u5728\u5b89\u5168\u6027\u548c\u53ef\u89c2\u5bdf\u6027\u7b49\u9886\u57df\uff0c\u8fd9\u4e9b\u9886\u57df\u4f20\u7edf\u4e0a\u503e\u5411\u4e8e\u6700\u4f73\u4ea7\u54c1\uff0c\u800c\u4e0d\u662f\u4f20\u7edf\u5957\u4ef6\uff0c\u4f46\u7531\u4e8e\u8001\u724c\u89e3\u51b3\u65b9\u6848\u4ea7\u751f\u7684\u9884\u7b97\u566a\u97f3\uff0c\u8fd9\u5c06\u4f7f\u5f88\u591a\u521d\u521b\u516c\u53f8\u5728\u5e02\u573a\u63a8\u5e7f\u65b9\u9762\u5177\u6709\u6311\u6218\u6027\u3002<\/p>\n \u6211\u9f13\u52b1\u516c\u53f8\u4e13\u6ce8\u4e8e\u65b0\u7684\u673a\u4f1a\uff1a\u4ee5\u524d\u7684\u89e3\u51b3\u65b9\u6848\u65e0\u6cd5\u81ea\u52a8\u5316\u7684\u9886\u57df\uff0c\u4ee5\u53ca\u53ef\u4ee5\u91cd\u65b0\u6784\u60f3\u4e3a\u73b0\u5728\u53ef\u4ee5\u63d0\u4f9b 100 \u500d\u6539\u8fdb\u7684\u9886\u57df\u3002\u5982\u679c\u4e0d\u662f\u5982\u6b64\uff0c\u5c06\u4e0d\u8db3\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002<\/p>\n \u9664\u4e86 LLM \u7b49\u57fa\u7840\u8bbe\u65bd\u4ee5\u5916\uff0c\u521d\u521b\u516c\u53f8\u8fd8\u6709\u591a\u5c11\u5e02\u573a\u7a7a\u95f4\uff1f<\/strong><\/p>\n Rick Grinnell\uff08Glasswing Ventures\uff09<\/em><\/strong>\u5f53\u8003\u8651\u5230\u50cf Alphabet\/Google \u7684Bard\u3001Microsoft & OpenAI \u7684GPT-4 \u548c Anthropic Claude \u7b49\u57fa\u7840\u5c42\u6a21\u578b\u63d0\u4f9b\u5546\u7684\u5e02\u573a\u60c5\u51b5\u65f6\uff0c\u660e\u663e\u66f4\u5927\u7684\u73a9\u5bb6\u5728\u6570\u636e\u83b7\u53d6\u3001\u4eba\u624d\u5e93\u548c\u8ba1\u7b97\u8d44\u6e90\u65b9\u9762\u62e5\u6709\u56fa\u6709\u4f18\u52bf\u3002\u6211\u4eec\u9884\u8ba1\u8fd9\u4e00\u5c42\u6b21\u5c06\u50cf\u4e91\u63d0\u4f9b\u5546\u5e02\u573a\u4e00\u6837\u5f62\u6210\u5be1\u5934\u7ed3\u6784\uff0c\u5c3d\u7ba1\u5728\u8fd9\u91cc\u52a0\u5165\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u5f00\u6e90\u5907\u7528\u65b9\u6848\uff0c\u5c06\u63a8\u52a8\u5927\u89c4\u6a21\u7684\u7b2c\u4e09\u65b9\u91c7\u7528\u3002<\/p>\n \u5f53\u6211\u4eec\u770b\u5f85\u751f\u6210\u5f0f AI \u6280\u672f\u5806\u6808\u65f6\uff0c\u6700\u5927\u7684\u5e02\u573a\u673a\u4f1a\u4f4d\u4e8e\u6a21\u578b\u672c\u8eab\u4e4b\u4e0a\u3002\u63a8\u51fa\u9488\u5bf9\u7279\u5b9a\u884c\u4e1a\u7684 AI \u5f15\u64ceAPI\u548c\u64cd\u4f5c\u5c42\u7684\u516c\u53f8\u5c06\u521b\u9020\u5168\u65b0\u7684\u7528\u4f8b\uff0c\u5e76\u6539\u53d8\u5de5\u4f5c\u6d41\u7a0b\u3002\u901a\u8fc7\u91c7\u7528\u8fd9\u9879\u6280\u672f\u6765\u6539\u9769\u5de5\u4f5c\u6d41\u7a0b\uff0c\u8fd9\u4e9b\u516c\u53f8\u6709\u671b\u91ca\u653e\u51fa\u5de8\u5927\u7684\u4ef7\u503c\u3002<\/p>\n \u7136\u800c\uff0c\u9700\u8981\u8ba4\u8bc6\u5230\u5e02\u573a\u4ecd\u7136\u8fdc\u672a\u5b8c\u5168\u6210\u719f\u3002LLM \u4ecd\u5904\u4e8e\u521d\u671f\u9636\u6bb5\uff0c\u5927\u516c\u53f8\u548c\u521d\u521b\u516c\u53f8\u5bf9\u5176\u91c7\u7528\u5c1a\u672a\u5b8c\u5168\u6210\u719f\u548c\u5b8c\u5584\u3002\u6211\u4eec\u9700\u8981\u5f3a\u5927\u7684\u5de5\u5177\u548c\u5e73\u53f0\uff0c\u4ee5\u4fc3\u8fdb\u4f01\u4e1a\u548c\u4e2a\u4eba\u66f4\u5e7f\u6cdb\u5730\u5229\u7528\u8fd9\u9879\u6280\u672f\u3002\u521d\u521b\u516c\u53f8\u5728\u8fd9\u91cc\u6709\u673a\u4f1a\u8fc5\u901f\u91c7\u53d6\u884c\u52a8\uff0c\u627e\u5230\u65b0\u95ee\u9898\u7684\u65b0\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u5b9a\u4e49\u65b0\u7684\u9886\u57df\u3002<\/p>\n \u6709\u8da3\u7684\u662f\uff0c\u5373\u4f7f\u5927\u578b\u79d1\u6280\u516c\u53f8\u4e5f\u8ba4\u8bc6\u5230\u4ed6\u4eec\u7684\u670d\u52a1\u4e2d\u5b58\u5728\u7684\u5dee\u8ddd\uff0c\u5e76\u5df2\u5f00\u59cb\u4e0e\u98ce\u9669\u6295\u8d44\u516c\u53f8\u4e00\u8d77\u5927\u91cf\u6295\u8d44\u521d\u521b\u516c\u53f8\u3002\u8fd9\u4e9b\u516c\u53f8\u5c06 AI \u5e94\u7528\u4e8e\u5176\u5185\u90e8\u6d41\u7a0b\uff0c\u56e0\u6b64\u770b\u5230\u521d\u521b\u516c\u53f8\u5728 LLM \u90e8\u7f72\u548c\u6574\u5408\u65b9\u9762\u5e26\u6765\u7684\u4ef7\u503c\u3002\u8003\u8651\u5230Microsoft\u3001Nvidia\u548c Salesforce \u6700\u8fd1\u5bf9 Inflection AI \u548cCohere \u7b49\u516c\u53f8\u7684\u6295\u8d44\u3002<\/p>\n Edward Tsai\uff08Alumni Ventures\uff09<\/strong><\/em>\u4e00\u4e2a\u76f8\u5173\u7684\u89c2\u70b9\u662f\uff0c\u5173\u4e8e LLM \u548c AI \u4ecd\u7136\u5b58\u5728\u8bb8\u591a\u5f00\u6e90\u5de5\u5177\u3002\u4e00\u4e9b\u9879\u76ee\u5df2\u7ecf\u6210\u529f\u7b79\u96c6\u4e86\u8d44\u91d1\uff0c\u65e0\u8bba\u662f LangChain\u3001Weaviate \u8fd8\u662f Together\uff0c\u5f00\u6e90\u521d\u521b\u516c\u53f8\u53d7\u76ca\u4e8e\u793e\u533a\u7684\u8d21\u732e\uff0c\u6211\u8ba4\u4e3a\u4ece\u957f\u8fdc\u6765\u770b\u8fd9\u662f\u4e00\u79cd\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n Wei Lien Dang\uff08Unusual Ventures\uff09<\/em><\/strong>\u5e02\u573a\u4e0a\u4ecd\u6709\u5f88\u5927\u7684\u7a7a\u95f4\uff0c\u56e0\u4e3a\u51e0\u4e4e\u6bcf\u5bb6\u516c\u53f8\u90fd\u4f1a\u4f7f\u7528 LLM \u548c AI\uff0c\u4f46\u53ea\u6709\u6781\u5c11\u6570\u516c\u53f8\u5e0c\u671b\u5e76\u6709\u9884\u7b97\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u4e13\u4e1a\u670d\u52a1\u5408\u4f5c\u3002\u6211\u4eec\u5c06\u770b\u5230\u66f4\u591a\u521d\u521b\u516c\u53f8\u63d0\u4f9b\u7528\u4e8e LLM \u90e8\u7f72\u7684\u5de5\u5177\uff0c\u800c\u8fd9\u4e9b\u5de5\u5177\u4e0d\u9700\u8981\u4e13\u95e8\u7684 AI \u57fa\u7840\u67b6\u6784\u56e2\u961f\uff0c\u8fd9\u6b63\u662f\u63a8\u52a8\u201c AI \u5de5\u7a0b\u5e08\u201d\u6982\u5ff5\u7684\u539f\u56e0\u3002<\/p>\n \u5f53\u5e02\u573a\u4e0a\u6709 3000 \u591a\u4e07\u7684\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528 LLM \u6765\u6784\u5efa\u5e94\u7528\u65f6\uff0cAI \u5c06\u4ea7\u751f\u6700\u5927\u7684\u5f71\u54cd\u3002OpenAI \u3001Anthropic\u3001Cohere\u7b49\u516c\u53f8\u5df2\u7ecf\u5728\u7528\u6237\u4e2d\u6811\u7acb\u4e86\u67d0\u79cd\u671f\u671b\uff0c\u5373\u8ba9 LLM \u7684\u4f7f\u7528\u66f4\u52a0\u5bb9\u6613\u5165\u95e8\u3002<\/p>\n Rak Garg\uff08\u8d1d\u6069\u8d44\u672c\uff09<\/strong><\/em>\u5728\u57fa\u7840\u67b6\u6784\u65b9\u9762\uff0c\u6700\u5927\u7684\u79d1\u6280\u516c\u53f8\u5b9e\u9645\u4e0a\u662f\u5de5\u4e1a\u4e2d\u552f\u4e00\u53ef\u4ee5\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u4ee5\u5404\u79cd\u7528\u4f8b\u5927\u89c4\u6a21\u8fd0\u884c LLM \u7684\u5730\u65b9\u3002\u56f4\u7ed5\u8fd9\u4e9b\u6280\u672f\u5de5\u4f5c\u7684\u4eba\u53ef\u4ee5\u79bb\u5f00\u5e76\u521b\u529e\u516c\u53f8\uff0c\u5904\u7406\u751f\u4ea7\u5316 LLM \u7684\u5404\u79cd\u5de5\u4f5c\uff0c\u5305\u62ec\u63a8\u7406\u3001\u6570\u636e\u6574\u7406\u3001\u975e\u7ed3\u6784\u5316\u6570\u636e ETL\u3001RLHF\uff08\u5f3a\u5316\u5b66\u4e60\u548c\u4eba\u7c7b\u8f85\u52a9\u8bad\u7ec3\uff09\u5e73\u53f0\u7b49\u7b49\u3002<\/p>\n \u5728\u5782\u76f4\u5e94\u7528\u65b9\u9762\uff0c\u7279\u522b\u662f\u5728\u53d7\u76d1\u7ba1\u884c\u4e1a\u548c\u624b\u52a8\u5c97\u4f4d\u4e2d\uff0c\u7531\u4e8e\u8bb8\u591a\u8001\u724c\u516c\u53f8\u7684\u6280\u672f\u590d\u6742\u5ea6\u8f83\u4f4e\uff0c\u5b58\u5728\u8bb8\u591a\u673a\u4f1a\u3002<\/p>\n \u90a3\u4e9b\u4e3a\u7279\u5b9a\u884c\u4e1a\u8bad\u7ec3 AI \u6a21\u578b\u7684\u521d\u521b\u516c\u53f8\u66f4\u5177\u7ade\u4e89\u529b\uff1f<\/strong><\/p>\n Rick Grinnell\uff08Glasswing Ventures\uff09<\/em><\/strong>\u4e3a\u786e\u4fdd\u5728 AI \u6574\u5408\u4e0d\u65ad\u5347\u6e29\u7684\u6c1b\u56f4\u4e2d\uff0c\u9762\u5411\u7279\u5b9a\u884c\u4e1a\u7684\u521d\u521b\u516c\u53f8\u80fd\u591f\u5177\u6709\u9632\u5fa1\u6027\uff0c\u8fd9\u4e9b\u521d\u521b\u516c\u53f8\u5fc5\u987b\u4f18\u5148\u8003\u8651\u6536\u96c6\u4e13\u6709\u6570\u636e\u3001\u6574\u5408\u590d\u6742\u7684\u5e94\u7528\u5c42\uff0c\u5e76\u786e\u4fdd\u8f93\u51fa\u7684\u51c6\u786e\u6027\u3002<\/p>\n \u6211\u4eec\u5df2\u7ecf\u5efa\u7acb\u4e86\u4e00\u4e2a\u8bc4\u4f30 AI \u516c\u53f8\u5e94\u7528\u5c42\u9632\u5fa1\u6027\u7684\u6846\u67b6\u3002\u9996\u5148\uff0c\u5e94\u7528\u7a0b\u5e8f\u5fc5\u987b\u89e3\u51b3\u9ad8\u7ba1\u4eec\u4f18\u5148\u8003\u8651\u7684\u771f\u6b63\u4f01\u4e1a\u75db\u70b9\u3002\u5176\u6b21\uff0c\u4e3a\u63d0\u4f9b\u5207\u5b9e\u7684\u5229\u76ca\u548c\u957f\u671f\u7684\u5dee\u5f02\u5316\uff0c\u5e94\u7528\u7a0b\u5e8f\u5e94\u7531\u7b26\u5408\u7279\u5b9a\u548c\u72ec\u7279\u8f6f\u4ef6\u9700\u6c42\u7684\u5c16\u7aef\u6a21\u578b\u7ec4\u6210\u3002\u4ec5\u4ec5\u4f9d\u8d56 OpenAI \u5e76\u4e0d\u8db3\u591f\uff1b\u76f8\u53cd\uff0c\u5e94\u7528\u7a0b\u5e8f\u5e94\u5f53\u5728\u6210\u672c\u3001\u8ba1\u7b97\u548c\u6027\u80fd\u4e4b\u95f4\u8c28\u614e\u9009\u62e9\u5176\u6a21\u578b\u3002<\/p>\n \u7b2c\u4e09\uff0c\u5e94\u7528\u7a0b\u5e8f\u7684\u590d\u6742\u6027\u53d6\u51b3\u4e8e\u8f93\u5165\u7684\u6570\u636e\u3002\u4e13\u6709\u6570\u636e\u5bf9\u4e8e\u63d0\u4f9b\u7279\u5b9a\u548c\u76f8\u5173\u89c1\u89e3\u4ee5\u53ca\u786e\u4fdd\u5176\u4ed6\u4eba\u65e0\u6cd5\u590d\u5236\u6700\u7ec8\u4ea7\u54c1\u81f3\u5173\u91cd\u8981\u3002\u4e3a\u6b64\uff0c\u5728\u5185\u90e8\u7684\u4e2d\u95f4\u5c42\u80fd\u529b\u63d0\u4f9b\u4e86\u7ade\u4e89\u4f18\u52bf\uff0c\u540c\u65f6\u5145\u5206\u5229\u7528\u57fa\u7840\u6a21\u578b\u7684\u529b\u91cf\u3002<\/p>\n \u6700\u540e\uff0c\u7531\u4e8e\u751f\u6210\u5f0f AI \u4e0d\u53ef\u907f\u514d\u5730\u5b58\u5728\u8bef\u5dee\uff0c\u6240\u4ee5\u7ec6\u5206\u5e02\u573a\u5fc5\u987b\u80fd\u591f\u5bb9\u5fcd\u4e0d\u786e\u5b9a\u6027\uff0c\u8fd9\u5728\u4e3b\u89c2\u548c\u6a21\u7cca\u7684\u5185\u5bb9\u4e2d\u81ea\u7136\u5b58\u5728\uff0c\u5982\u9500\u552e\u6216\u5e02\u573a\u8425\u9500\u3002<\/p>\n Edward Tsai\uff08Alumni Ventures\uff09<\/strong><\/em>\u9700\u8981\u6709\u826f\u597d\u7684\u884c\u4e1a\u7279\u5b9a\u4ea7\u54c1\u5de5\u4f5c\u6d41\u7a0b\uff0c\u8fd9\u9700\u8981\u4e00\u4e9b\u884c\u4e1a\u7279\u5b9a\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u4ed8\u51fa\uff08\u884c\u4e1a\u96c6\u6210\u3001\u5bfb\u627e\u5c1a\u4e0d\u53ef\u7acb\u5373\u83b7\u5f97\u7684\u6570\u636e\u6e90\uff09\uff0c\u8fd9\u4f1a\u63d0\u9ad8\u521d\u521b\u516c\u53f8\u7ade\u4e89\u7684\u95e8\u69db\uff0c\u4f7f\u5176\u66f4\u96be\u4ee5\u4e0e\u7f3a\u4e4f\u884c\u4e1a\u7279\u5b9a\u77e5\u8bc6\u6216\u4e0d\u613f\u6df1\u5165\u7814\u7a76\u7684\u8001\u724c\u516c\u53f8\u548c\u65b0\u53c2\u4e0e\u8005\u7ade\u4e89\u3002<\/p>\n \u5c3d\u7ba1\u5982\u6b64\uff0c\u6211\u60f3\u63d0\u51fa\u4e00\u4e2a\u6709\u4e89\u8bae\u7684\u89c2\u70b9\uff0c\u98ce\u6295\u516c\u53f8\u548c\u521d\u521b\u516c\u53f8\u53ef\u80fd\u9700\u8981\u6682\u65f6\u51cf\u5c11\u5bf9\u7ade\u4e89\u4f18\u52bf\u7684\u5173\u6ce8\uff0c\u589e\u52a0\u5bf9\u63d0\u4f9b\u5f15\u4eba\u6ce8\u76ee\u7684\u4ef7\u503c\u548c\u4e13\u6ce8\u4e8e\u5e02\u573a\u901f\u5ea6\u7684\u4ea7\u54c1\u7684\u5173\u6ce8\u3002<\/p>\n \u8fc7\u53bb\u4e00\u5e74\u91cc\u201c\u7c7b\u4eba\u201d LLM \u6027\u80fd\u7684\u663e\u8457\u63d0\u5347\u4f7f\u5f97\u521d\u521b\u516c\u53f8\u80fd\u591f\u8fc5\u901f\u4e3a\u6700\u7ec8\u5ba2\u6237\u63d0\u4f9b\u663e\u8457\u4ef7\u503c\u3002\u56e0\u6b64\uff0c\u6211\u76f8\u4fe1\u5728\u8bb8\u591a\u5e02\u573a\u4e0a\uff0c\u201c\u603b\u6709\u4eba\u4f1a\u53bb\u505a\u201d\uff0c\u4e00\u4e9b\u516c\u53f8\u5c06\u7740\u624b\u5f00\u53d1\u5177\u6709\u663e\u8457\u4ef7\u503c\u4f46\u5e02\u573a\u5c1a\u4e0d\u660e\u786e\u7ade\u4e89\u4f18\u52bf\u7684\u4ea7\u54c1\u3002<\/p>\n \u65e9\u671f\u7684\u5ba2\u6237\u589e\u957f\u548c\u6536\u5165\u589e\u957f\u5c06\u6709\u52a9\u4e8e\u521d\u521b\u516c\u53f8\u8131\u9896\u800c\u51fa\uff0c\u83b7\u5f97\u65f6\u95f4\u3001\u8d44\u6e90\u548c\u5ba2\u6237\u89c6\u91ce\uff0c\u4ee5\u5728\u66f4\u5177\u7ade\u4e89\u4f18\u52bf\u7684\u9886\u57df\u90e8\u7f72\u65b0\u4ea7\u54c1\u3002<\/p>\n Lisa Calhoun\uff08Valor VC\uff09<\/em><\/strong>\u4e13\u6ce8\u4e8e\u4f60\u4e3a\u5ba2\u6237\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u51e0\u4e4e\u53ef\u4ee5\u80af\u5b9a AI \u53ea\u80fd\u89e3\u51b3\u95ee\u9898\u7684\u4e00\u90e8\u5206\u3002\u5982\u4f55\u5c06\u6240\u6709\u90e8\u5206\u6574\u5408\u5728\u4e00\u8d77\u662f\u521b\u5efa\u51fa\u8272\u89e3\u51b3\u65b9\u6848\u7684\u5173\u952e\u3002<\/p>\n Rak Garg\uff08\u8d1d\u6069\u8d44\u672c\uff09<\/strong><\/em>\u6700\u8fd1\u7684\u8bba\u6587\u8d8a\u6765\u8d8a\u591a\u5730\u6307\u5411\u6570\u636e\u8d28\u91cf\u548c\u6570\u636e\u6574\u7406\u4f5c\u4e3a LLM \u8d28\u91cf\u7684\u5173\u952e\u56e0\u7d20\u3002\u4ece\u6211\u4eec\u81ea\u5df1\u7684\u6295\u8d44\u7ec4\u5408\u4e2d\uff0c\u6211\u4eec\u5df2\u7ecf\u4e86\u89e3\u5230\uff0c\u4e3a\u57f9\u8bad\u6216\u5fae\u8c03\u63d0\u4f9b\u6700\u9ad8\u8d28\u91cf\u548c\u6700\u5177\u5dee\u5f02\u5316\u7684\u6570\u636e\u5bf9\u6700\u7ec8\u7528\u6237\u4ea7\u751f\u4e86\u771f\u6b63\u7684\u5f71\u54cd\u3002\u9664\u4e86\u6a21\u578b\u8d28\u91cf\uff0c\u4ea7\u54c1\u5fc5\u987b\u8db3\u591f\u597d\uff0c\u80fd\u591f\u8d62\u5f97\u7528\u6237\u5e76\u9632\u6b62\u4ed6\u4eec\u6d41\u5931\uff0c\u8fd9\u4e0e\u4ee5\u5f80\u4e00\u6837\u3002<\/p>\n Sandeep Bakshi\uff08Prosus Ventures\uff09<\/em><\/strong>\u8fd9\u5c06\u53d6\u51b3\u4e8e\u4ed6\u4eec\u662f\u5426\u80fd\u591f\u4f7f\u7528\u4e0e\u5176\u7ec6\u5206\u5e02\u573a\u7279\u5b9a\u7684\u6570\u636e\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\uff0c\u5e76\u4f7f\u8fd9\u4e9b\u6570\u636e\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u5177\u6709\u4e13\u6709\u6027\u3002\u6700\u7ec8\uff0c\u8fd9\u8fd8\u53d6\u51b3\u4e8e\u8d2d\u4e70\u8005\u7279\u5f81\u3002\u5982\u9884\u671f\u7684\u90a3\u6837\uff0c\u9762\u5411\u5927\u578b\u4f01\u4e1a\u7684\u9500\u552e\u66f4\u4e3a\u8017\u65f6\uff0c\u5177\u6709\u66f4\u9ad8\u7684\u51c6\u5165\u95e8\u69db\uff0c\u56e0\u4e3a\u5b58\u5728\u66f4\u590d\u6742\u548c\u591a\u65b9\u9762\u7684\u6279\u51c6\u6d41\u7a0b\u3002\u56e0\u6b64\uff0c\u4e00\u65e6\u4e00\u5bb6\u516c\u53f8\u6210\u529f\u8fdb\u5165\u4f01\u4e1a\u5e76\u7ee7\u7eed\u63d0\u4f9b\u5353\u8d8a\u7684\u4ea7\u54c1\u548c\u5f15\u4eba\u5165\u80dc\u7684\u5ba2\u6237\u4f53\u9a8c\uff0c\u5b83\u5c31\u662f\u81ea\u7136\u800c\u7136\u5730\u5177\u6709\u7ade\u4e89\u529b\u3002<\/p>\n \u521d\u521b\u516c\u53f8\u53ef\u4ee5\u5047\u8bbe\u4ed6\u4eec\u672a\u6765\u7684\u4f01\u4e1a AI \u5ba2\u6237\u5728\u5185\u90e8\u5177\u5907\u591a\u5c11\u6280\u672f\u80fd\u529b\uff0c\u8fd9\u79cd\u5047\u5b9a\u7684\u4e13\u4e1a\u77e5\u8bc6\u53c8\u5982\u4f55\u6307\u5bfc\u521d\u521b\u516c\u53f8\u7684\u4ea7\u54c1\u9009\u62e9\u548c\u5e02\u573a\u63a8\u5e7f\u7b56\u7565\uff1f<\/strong><\/p>\n Rick Grinnell\uff08Glasswing Ventures\uff09<\/em><\/strong>\u5728\u4f01\u4e1a\u9886\u57df\uff0c\u4eba\u4eec\u6e05\u695a\u5730\u8ba4\u8bc6\u5230 AI \u7684\u4ef7\u503c\uff0c\u7136\u800c\u8bb8\u591a\u4f01\u4e1a\u7f3a\u4e4f\u5185\u90e8\u5f00\u53d1 AI \u89e3\u51b3\u65b9\u6848\u7684\u80fd\u529b\uff0c\u8fd9\u79cd\u5dee\u8ddd\u4e3a\u4e13\u95e8\u4ece\u4e8b AI \u7684\u521d\u521b\u516c\u53f8\u63d0\u4f9b\u4e86\u4e0e\u4f01\u4e1a\u5ba2\u6237\u5408\u4f5c\u7684\u91cd\u8981\u673a\u4f1a\u3002\u968f\u7740\u4e1a\u52a1\u73af\u5883\u4e0d\u65ad\u6210\u719f\uff0c\u5229\u7528 AI \u7684\u80fd\u529b\u6b63\u5728\u53d8\u5f97\u6218\u7565\u6027\u81f3\u5173\u91cd\u8981\u3002<\/p>\n \u9ea6\u80af\u9521\u62a5\u544a\u6307\u51fa\uff0c\u5355\u5355\u751f\u6210\u5f0f AI \u5c31\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199\u4ee3\u7801\u3001\u5206\u6790\u6d88\u8d39\u8d8b\u52bf\u3001\u4e2a\u6027\u5316\u5ba2\u6237\u670d\u52a1\u3001\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u7b49\u65b9\u5f0f\uff0c\u4e3a\u5404\u884c\u4e1a\u589e\u52a0\u591a\u8fbe 4.4 \u4e07\u4ebf\u7f8e\u5143\u7684\u4ef7\u503c\uff0c94% \u7684\u4f01\u4e1a\u9886\u5bfc\u8ba4\u4e3a\uff0c\u5728\u672a\u6765\u4e94\u5e74\u5185 AI \u5c06\u5bf9\u6240\u6709\u4f01\u4e1a\u7684\u6210\u529f\u81f3\u5173\u91cd\u8981\uff0c\u5168\u7403\u5bf9 AI \u7684\u603b\u4f53\u652f\u51fa\u9884\u8ba1\u5c06\u8fbe\u5230\u3002<\/p>\n Edward Tsai\uff08Alumni Ventures\uff09<\/strong><\/em>\u6709\u4e00\u7cfb\u5217\u89e3\u51b3\u65b9\u6848\u7684\u5e02\u573a\uff0c\u4ece\u9700\u8981\u6280\u672f\u56e2\u961f\u90e8\u7f72\u7684\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u5230\u9002\u7528\u4e8e\u4e1a\u52a1\u7528\u6237\u7684\u6613\u4e8e\u4f7f\u7528\u3001\u62d6\u653e\u5f0f\u89e3\u51b3\u65b9\u6848\u3002\u521d\u521b\u516c\u53f8\u5e94\u8003\u8651\u4ed6\u4eec\u60f3\u8981\u4f7f\u7528\u7684\u8303\u56f4\u548c\u5165\u53e3\u70b9\u6765\u90e8\u7f72\u5176\u4ea7\u54c1\u3002\u7b80\u5355\u548c\u7f8e\u662f\u96be\u4ee5\u5b9e\u73b0\u7684\u3002\u56e0\u6b64\uff0c\u6211\u8ba4\u4e3a\u4ee5\u7b80\u5355\u548c\u6613\u7528\u6027\u4e3a\u51fa\u53d1\u70b9\u4e3a\u4f01\u4e1a AI \u5ba2\u6237\u8bbe\u8ba1 AI \u548c LLM \u76f8\u5173\u4ea7\u54c1\uff0c\u53ef\u80fd\u4f1a\u4e3a\u521d\u521b\u516c\u53f8\u5e26\u6765\u4e00\u4e9b\u4f18\u52bf\uff0c\u4e0e\u5927\u578b\u79d1\u6280\u516c\u53f8\u76f8\u6bd4\uff0c\u4e00\u4e9b\u5927\u578b\u79d1\u6280\u516c\u53f8\u53ef\u80fd\u4e0d\u613f\u610f\u5728\u4ea7\u54c1\u7684\u7b80\u5355\u6027\u548c\u6613\u7528\u6027\u65b9\u9762\u505a\u51fa\u59a5\u534f\uff0c\u4ee5\u6ee1\u8db3\u9700\u8981\u8fdb\u884c\u5927\u91cf\u5b9a\u5236\u7684\u6700\u5927\u5ba2\u6237\u7684\u9700\u6c42\u3002<\/p>\n Lisa Calhoun\uff08Valor VC\uff09<\/em><\/strong>\u5728\u4e0b\u4e00\u4e2a\u5468\u671f\u5185\uff0c\u6211\u4eec\u9884\u8ba1\u5e73\u5747\u5e94\u7528\u578b AI \u5ba2\u6237\u7684\u201c AI \u6280\u672f\u80fd\u529b\u201d\u5c06\u4e0e\u4ed6\u4eec\u76ee\u524d\u7684\u6280\u672f\u80fd\u529b\u5dee\u4e0d\u591a\uff0c\u603b\u4f53\u6765\u8bf4\u4e0d\u4f1a\u592a\u591a\u3002\u76ee\u524d\u5c1a\u4e0d\u6e05\u695a\u201c\u63d0\u793a\u201d\u548c\u201c\u5fae\u8c03\u201d\u7b49\u529f\u80fd\u662f\u5426\u4f1a\u6210\u4e3a\u5185\u90e8\u7ecf\u9a8c\u7684\u4e00\u90e8\u5206\uff0c\u4f46\u8fd9\u9700\u8981\u65f6\u95f4\uff0c\u89e3\u51b3\u81ea\u7136\u754c\u9762\u95ee\u9898\u7684\u521d\u521b\u516c\u53f8\u5c06\u5904\u4e8e\u9886\u5148\u5730\u4f4d\u3002<\/p>\n Wei Lien Dang\uff08Unusual Ventures\uff09<\/em><\/strong>\u5f88\u591a\uff0c\u6216\u8005\u81f3\u5c11\u5b83\u5e94\u8be5\u5bf9\u5176\u4ea7\u751f\u5f88\u5927\u5f71\u54cd\u3002\u6211\u89c1\u8fc7\u5f88\u591a\u521b\u59cb\u4eba\uff0c\u5c24\u5176\u662f\u90a3\u4e9b\u6765\u81ea AI \/\u673a\u5668\u5b66\u4e60\u80cc\u666f\u7684\u4eba\uff0c\u4ed6\u4eec\u8ba4\u4e3a\u4ed6\u4eec\u7684\u7ec8\u7aef\u7528\u6237\u5c06\u5177\u6709\u4e0e\u4ed6\u4eec\u76f8\u540c\u7684\u6280\u672f\u6c34\u5e73\u3002\u4f46\u8fd9\u53d6\u51b3\u4e8e\u4ed6\u4eec\u6240\u9488\u5bf9\u7684\u5e02\u573a\u7ec6\u5206\u548c\u7528\u6237\u753b\u50cf\u3002<\/p>\n \u4f8b\u5982\uff0c\u8bb8\u591a\u8d22\u5bcc500\u5f3a\u516c\u53f8\u62e5\u6709\u5185\u90e8\u673a\u5668\u5b66\u4e60\u56e2\u961f\uff0c\u5e76\u5177\u6709\u4ece\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u6b3a\u8bc8\u68c0\u6d4b\u3001\u63a8\u8350\u548c\u5176\u4ed6\u7528\u4f8b\u7684\u89d2\u5ea6\u6765\u770b\u7684\u9ad8\u5ea6\u6280\u672f\u6c34\u5e73\u3002<\/p>\n \u968f\u7740\u5e02\u573a\u7684\u4e0b\u6c89\uff0c\u5f88\u591a\u516c\u53f8\u5728\u4f7f\u7528 AI \u65b9\u9762\u7f3a\u4e4f\u7b2c\u4e00\u624b\u7ecf\u9a8c\uff0c\u4f46\u4ed6\u4eec\u5bf9\u5f00\u59cb\u81ea\u52a9\u5f0f\u4f7f\u7528 AI \u8868\u73b0\u51fa\u6d53\u539a\u7684\u5174\u8da3\uff0c\u4e00\u4e9b\u4eba\u62e5\u6709\u7684\u73b0\u6709 AI \u4e13\u4e1a\u77e5\u8bc6\u6c34\u5e73\u5b8c\u5168\u5f71\u54cd\u4e86\u4ed6\u4eec\u5982\u4f55\u63cf\u8ff0\u81ea\u5df1\u7684\u95ee\u9898\u3001\u89e3\u51b3\u95ee\u9898\u6240\u9700\u7684\u4ea7\u54c1\u4ee5\u53ca\u4ed6\u4eec\u60f3\u8981\u91c7\u7528\u7684\u65b9\u5f0f\u3002<\/p>\n Rak Garg\uff08\u8d1d\u6069\u8d44\u672c\uff09<\/strong><\/em>\u6839\u636e\u6211\u4e0e\u6570\u5341\u5bb6\u8d22\u5bcc 500 \u5f3a\u4f01\u4e1a\u7684\u91c7\u8d2d\u5546\u7684\u4ea4\u6d41\u7ecf\u9a8c\uff0c\u5927\u516c\u53f8\u5728\u6574\u4e2a\u7ec4\u7ec7\u4e2d\u62e5\u6709\u4e30\u5bcc\u7684\u6280\u672f\u80fd\u529b\uff0c\u4f46\u5728\u6574\u4e2a\u7ec4\u7ec7\u4e2d\u5229\u7528\u8fd9\u4e9b\u80fd\u529b\u53ef\u80fd\u6709\u70b9\u61c8\u6020\uff1b\u6784\u5efa\u57fa\u7840\u8bbe\u65bd\u7684\u521d\u521b\u516c\u53f8\u5c06\u4e0d\u5f97\u4e0d\u8bf4\u670d\u91c7\u8d2d\u5546\uff0c\u73b0\u5728\u662f\u65f6\u673a\u6210\u719f\uff0c\u589e\u52a0\u6280\u672f\u8fd0\u8425\u7684\u5f00\u9500\u5c06\u503c\u5f97\u56de\u62a5\uff0c\u5e76\u4e14\u57fa\u7840\u8bbe\u65bd\u89e3\u51b3\u4e86\u516c\u53f8\u5f53\u524d\u6b63\u5728\u89e3\u51b3\u7684\u5b9e\u9645\u95ee\u9898\u3002\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\u7684\u521d\u521b\u516c\u53f8\u9700\u8981\u5438\u5f15\u7ec4\u7ec7\u5185\u7684\u529f\u80fd\u7528\u6237\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u4e0e\u6280\u672f\u80fd\u529b\u65e0\u5173\uff0c\u66f4\u591a\u7684\u662f\u4e0e\u4e86\u89e3\u4ee3\u8868\u7684\u5de5\u4f5c\u6709\u5173\u3002<\/p>\n Sandeep Bakshi\uff08Prosus Ventures\uff09<\/em><\/strong>\u8fd9\u53d6\u51b3\u4e8e\u4f01\u4e1a AI \u5ba2\u6237\u3002\u5927\u578b\u79d1\u6280\u8001\u724c\u4f01\u4e1a\uff08\u4e5f\u662f\u4f01\u4e1a\u5ba2\u6237\uff09\u5c06\u62e5\u6709\u81ea\u5df1\u7684\u6280\u672f\u4eba\u624d\uff0c\u4e5f\u5c06\u80fd\u591f\u6839\u636e\u4ed6\u4eec\u7684\u5de5\u4f5c\u6027\u8d28\u62db\u8058\u5c16\u7aef\u7684\u6280\u672f\u4eba\u624d\u3002\u6211\u559c\u6b22\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\uff1a\u201c\u4ec0\u4e48\u4f1a\u5438\u5f15\u4e00\u4e2a\u5177\u6709\u6280\u672f\u80fd\u529b\u7684\u5458\u5de5\u52a0\u5165\u4e00\u5bb6\u516c\u53f8\uff1f\u201d<\/p>\n \u6211\u4eec\u8ba4\u4e3a\u7b54\u6848\u5728\u4e8e\u4f01\u4e1a\u662f\u5426\u5728\u8fdb\u884c\u6280\u672f\u6311\u6218\u6027\u7684\u5de5\u4f5c\u3002\u5bf9\u4e8e\u4e13\u6ce8\u4e8e\u5782\u76f4\u9886\u57df\u7684\u4f01\u4e1a\uff0c AI 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