{"id":149731,"date":"2026-05-31T11:59:11","date_gmt":"2026-05-31T03:59:11","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=149731"},"modified":"2026-05-31T11:59:12","modified_gmt":"2026-05-31T03:59:12","slug":"computex-2026%e5%b1%95%e5%89%8d%e8%ab%96%e5%a3%87%e7%99%bb%e5%a0%b4%ef%bc%8c%e6%8f%ad%e9%96%8bai-%e9%80%b2%e5%85%a5%e3%80%8c%e7%b3%bb%e7%b5%b1%e5%83%b9%e5%80%bc%e6%99%82%e4%bb%a3%e3%80%8d%e9%a0%90","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=149731","title":{"rendered":"COMPUTEX 2026\u5c55\u524d\u8ad6\u58c7\u767b\u5834\uff0c\u63ed\u958bAI \u9032\u5165\u300c\u7cfb\u7d71\u50f9\u503c\u6642\u4ee3\u300d\u9810\u544a\u767e\u5de5\u767e\u696d\u5c07\u4ee5AI Systems\u5be6\u8e10AI\u61c9\u7528\u843d\u5730"},"content":{"rendered":"\n

\u4e9e\u6d32\u6307\u6a19B2B\u79d1\u6280\u5c08\u696d\u5c55COMPUTEX TAIPEI\uff08\u53f0\u5317\u570b\u969b\u96fb\u8166\u5c55\uff09\uff0c\u5c07\u57286\u67082\u65e5\u81f35\u65e5\u65bc\u53f0\u5317\u5357\u6e2f\u5c55\u89bd\u99281\u30012\u9928\u3001\u4e16\u8cbf1\u9928\u53ca\u53f0\u5317\u570b\u969b\u6703\u8b70\u4e2d\u5fc3\u767b\u5834\u3002COMPUTEX\u4e3b\u8fa6\u55ae\u4f4d\u4e4b\u4e00TCA ( \u53f0\u5317\u5e02\u96fb\u8166\u516c\u6703\uff09\u65bc5\u670827\u65e5\u8209\u8fa6COMPUTEX 2026\u5c55\u524d\u8ad6\u58c7\uff0c\u4ee5\u300cThe AI Era: A Collective Effort Toward AI Systems\uff08\u767e\u5de5\u767e\u696d\u5171\u5275 AI \u7d93\u6fdf\uff5cAI \u7cfb\u7d71\u7684\u5168\u9762\u5be6\u8e10\uff09\u300d\u70ba\u4e3b\u984c\uff0c\u9080\u8acbGoogle Cloud \u4e9e\u592a\u5340\u6280\u8853\u5718\u968a\u526f\u7e3d\u88c1Moe Abdula\u3001\u806f\u767c\u79d1\u6280\u9673\u51a0\u5dde\u7e3d\u7d93\u7406\u66a8\u71df\u904b\u9577\u3001McKinsey & Company \u5168\u7403\u8463\u4e8b\u5408\u5925\u4eba Ryan Fletcher\u3001\u9d3b\u6d77\u7814\u7a76\u9662\uff08\u9d3b\u6d77\u79d1\u6280\u96c6\u5718\uff09\u674e\u7dad\u658c\u57f7\u884c\u9577\u3001\u5143\u592a\u79d1\u6280\u696d\u52d9\u4e2d\u5fc3\u6d2a\u96c6\u8302\u526f\u7e3d\u7d93\u7406\u3001\u5b8f\u7881\u667a\u91ab\u9023\u52a0\u6069\u8463\u4e8b\u9577\u66a8\u57f7\u884c\u9577\u7b49\u570b\u969b\u4f01\u696d\u8207\u7522\u696d\u5c08\u5bb6\uff0c\u7387\u5148\u805a\u7126AI Systems\u3001\u4f01\u696dAI\u5c0e\u5165\u3001AI\u8cc7\u5b89\u3001AI\u6676\u7247\u8207\u5782\u76f4\u61c9\u7528\u7b49\u95dc\u9375\u8b70\u984c\uff0c\u70ba\u4eca\u5e74COMPUTEX\u63ed\u958b\u7522\u696d\u8da8\u52e2\u8a0e\u8ad6\u5e8f\u5e55\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

COMPUTEX <\/strong>\u4ee5 AI Together \u70ba\u4e3b\u984c \u5ba3\u544aAI \u6b63\u5f9e\u300c\u7b97\u529b\u7af6\u8cfd\u6642\u4ee3\u300d\u9032\u5165\u300c\u7cfb\u7d71\u50f9\u503c\u6642\u4ee3\u300d<\/strong>
\u53f0\u5317\u5e02\u96fb\u8166\u516c\u6703\u7406\u4e8b\u9577\u9673\u4fca\u8056\u958b\u5834\u81f4\u8a5e\u6642\u6307\u51fa\uff0c\u5f9e AI PC\u3001AI Agent \u5230\u96f2\u7aef\u670d\u52d9\u3001\u908a\u7de3\u904b\u7b97\u8207\u5782\u76f4\u61c9\u7528\uff0cAI \u5df2\u6210\u70ba\u7522\u696d\u5347\u7d1a\u8207\u7af6\u722d\u529b\u91cd\u7d44\u7684\u6838\u5fc3\u529b\u91cf\u3002\u4eca\u5e74 COMPUTEX \u4ee5\u300cAI Together\u300d\u70ba\u4e3b\u984c\uff0c\u4ee3\u8868 AI \u7684\u4e0b\u4e00\u968e\u6bb5\uff0c\u4e0d\u53ea\u662f\u6a21\u578b\u6216\u7b97\u529b\u7af6\u8cfd\uff0c\u66f4\u662f\u7cfb\u7d71\u6574\u5408\u3001\u7522\u696d\u843d\u5730\u8207\u751f\u614b\u5354\u4f5c\u7684\u7af6\u8cfd\u3002\u63db\u53e5\u8a71\u8aaa\uff0cAI \u6b63\u5f9e\u300c\u7b97\u529b\u7af6\u8cfd\u6642\u4ee3\u300d\uff0c\u9032\u5165\u300c\u7cfb\u7d71\u50f9\u503c\u6642\u4ee3\u300d\u3002<\/p>\n\n\n\n

\u4eca\u5e74\u5c55\u524d\u8ad6\u58c7\u9023\u7e8c\u7b2c\u4e09\u5e74\u8209\u8fa6\uff0c\u5df2\u6210\u70ba COMPUTEX \u958b\u5c55\u524d\u91cd\u8981\u7684\u7522\u696d\u8da8\u52e2\u5e73\u53f0\u3002\u672c\u6b21\u4ee5\u300c\u767e\u5de5\u767e\u696d\u5171\u5275 AI \u7d93\u6fdf\u300d\u70ba\u4e3b\u8ef8\uff0c\u9080\u8acb\u5168\u7403\u79d1\u6280\u9818\u8896\u3001\u9867\u554f\u5c08\u5bb6\u8207\u53f0\u7063\u7522\u696d\u4ee3\u8868\uff0c\u5f9e\u96f2\u7aefAI\u3001\u667a\u6167\u7d42\u7aef\u8207\u908a\u7de3AI\u3001AI\u57fa\u790e\u5efa\u8a2d\u56db\u5927\u95dc\u9375\u3001AI\u6cbb\u7406\u8207\u53ef\u4fe1\u4efbAI\u3001\u96fb\u5b50\u7d19\u8207AI\u667a\u6167\u96f6\u552e\u3001AI\u667a\u6167\u91ab\u7642\u95dc\u9375\u7b49\u516d\u5927\u9762\u5411\uff0c\u5171\u540c\u63a2\u8a0e AI Systems \u5982\u4f55\u5354\u52a9AI\u61c9\u7528\u771f\u6b63\u80fd\u5728\u5834\u57df\u843d\u5730\uff1b\u9019\u4e0d\u53ea\u662f\u55ae\u9ede\u5275\u65b0\uff0c\u800c\u662f\u7cfb\u7d71\u80fd\u529b\u8207\u751f\u614b\u7cfb\u7684\u5171\u540c\u7af6\u8cfd\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u5f9e\u5c55\u9928\u5ef6\u4f38\u5230\u57ce\u5e02 6\u67082\u65e5\u665a\u9593\u5c07\u5728\u53f0\u5317 101 \u5468\u908a\u8209\u8fa6 MIT \u7121\u4eba\u6a5f\u5c55\u6f14<\/strong>
\u9673\u4fca\u8056\u8868\u793a\uff0cCOMPUTEX\u8207InnoVEX\u4e0d\u53ea\u662f\u5c55\u89bd\u5e73\u53f0\uff0c\u66f4\u662f\u4fc3\u9032\u570b\u969b\u5408\u4f5c\u8207\u5546\u6a5f\u93c8\u7d50\u7684\u91cd\u8981\u5834\u57df\u3002\u4eca\u5e74\uff0cTCA\u5c07\u5c55\u6703\u9ad4\u9a57\u5f9e\u5c55\u9928\u5ef6\u4f38\u5230\u57ce\u5e02\u30026\u67082\u65e5\u665a\u9593\uff0c\u5c07\u5728\u53f0\u5317 101 \u5468\u908a\u8209\u8fa6\u7d50\u5408\u79d1\u6280\u3001\u85dd\u8853\u8207\u57ce\u5e02\u5929\u969b\u7dda\u7684 MIT \u7121\u4eba\u6a5f\u5c55\u6f14\uff0c\u4e26\u900f\u904e\u73fe\u5834\u76f4\u64ad\uff0c\u8b93\u5168\u7403\u770b\u898b\u53f0\u7063\u79d1\u6280\u7684\u5275\u65b0\u80fd\u91cf\uff1b6\u67083\u65e5\uff0cInnoVEX Night Party\u4e5f\u5c07\u5728\u53f0\u5317101\u8209\u884c\uff0c\u9080\u8acb\u570b\u969b\u65b0\u5275\u3001\u6295\u8cc7\u4eba\u8207\u7522\u696d\u5925\u4f34\u4ea4\u6d41\uff0c\u8b93\u53f0\u5317\u6210\u70ba\u5168\u7403\u5275\u65b0\u4ea4\u6d41\u7684\u91cd\u8981\u5834\u57df\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

Moe Abdula<\/strong>\uff1a\u5f9e\u6838\u5fc3\u5b8c\u6210\u4ee3\u7406\u5f0fAI\u5b8c\u6574\u7cfb\u7d71\u67b6\u69cb \u5354\u52a9\u5404\u884c\u5404\u696d\u5c0e\u5165\u4ee3\u7406AI\u89e3\u6c7a\u65b9\u6848<\/strong>
Google Cloud <\/strong>\u4e9e\u592a\u5340\u6280\u8853\u5718\u968a\u526f\u7e3d\u88c1Moe Abdula<\/strong>\u5728\u300cAgents in action – Real Life examples and Best Practices for Agentic Solutions\u300d\u4e3b\u984c\u6f14\u8b1b\u4e2d\u6307\u51fa\uff0c\u4f01\u696d\u5c0e\u5165AI agent\uff08AI \u4ee3\u7406\uff09\u5df2\u7d93\u6210\u70ba\u9032\u884c\u5f0f\uff0c\u8abf\u7814\u6a5f\u69cb Gartner \u5831\u544a\u6307\u51fa\uff0c\u5230 2026 \u5e74\u5e95\uff0c\u7d04\u56db\u6210\u7684\u4f01\u696d\u61c9\u7528\u7a0b\u5f0f\u5c07\u5167\u5efa\u4efb\u52d9\u5c0e\u5411\u578b\u7684 AI agent\uff0c\u4e26\u9810\u4f30\u52302028 \u5e74\uff0cFortune 500 \u4f01\u696d\u5e73\u5747\u53ef\u80fd\u8981\u7ba1\u7406\u8d85\u904e 15 \u842c\u500b AI agents\uff0c\u76f8\u7576\u65bcGoogle\u5168\u7403\u54e1\u5de5\u4eba\u6578\uff0c\u56e0\u6b64\u5982\u4f55\u6709\u6548\u7ba1\u7406\u6578\u91cf\u9f90\u5927\u7684AI agent\uff0c\u5df2\u6210\u70ba\u4f01\u696d\u6578\u4f4d\u8f49\u578b\u6210\u529f\u8207\u5426\u7684\u95dc\u9375\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

Moe\u8a8d\u70ba\u4ee3\u7406\u5f0f\u7cfb\u7d71\u771f\u6b63\u7684\u6210\u529f\u95dc\u9375\uff0c\u5728\u65bc\u4e09\u5927\u6838\u5fc3\u652f\u67f1\uff1a\u7b2c\u4e00\uff0c\u80fd\u6839\u64da\u7528\u6236\u60c5\u5883\u63d0\u4f9b\u5ba2\u88fd\u5316\u56de\u61c9\u7684\u300cContext & Memory\u300d\u4e0a\u4e0b\u6587\u611f\u77e5\u8207\u8a18\u61b6\uff1b\u7b2c\u4e8c\uff0c\u80fd\u8de8\u8d8a\u8907\u96dc\u5834\u666f\uff0c\u8de8\u7cfb\u7d71\u5354\u540c\u4f5c\u696d\u7684\u300cAbility to Take Action\u300d\u57f7\u884c\u80fd\u529b\uff1b\u7b2c\u4e09\u5247\u662f\u300cSecured to Share, Governed to Care \u300d\u5b89\u5168\u6cbb\u7406\uff0c\u4e5f\u5c31\u662f\u78ba\u4fdd\u6bcf\u4e00\u500bAI Agent\u90fd\u6709\u7368\u7acb\u8eab\u5206\uff0c\u53ef\u4ee5\u88ab\u8a18\u9304\u3001\u8ffd\u8e64\u8207\u7a3d\u6838\uff0c\u78ba\u4fdd\u57f7\u884c\u904e\u7a0b\u662f\u6b63\u78ba\u7684\u3002<\/p>\n\n\n\n

\u5728\u96f6\u552e\u696d\uff0c\u65b0\u52a0\u5761 FairPrice \u5c0e\u5165 Vision AI \u667a\u6167\u8cfc\u7269\u8eca\uff0c\u80fd\u5c0e\u5f15\u9867\u5ba2\u4e26\u63a8\u85a6\u66ff\u4ee3\u5546\u54c1\uff0c\u5927\u5e45\u63d0\u5347\u5ba2\u55ae\u50f9\uff1b\u5728\u91d1\u878d\u696d\uff0c\u661f\u5c55\u9280\u884c\uff08DBS\uff09\u5229\u7528\u4ee3\u7406AI\u6574\u7406\u5ba2\u6236\u8cc7\u6599\uff0c\u7e2e\u77ed\u4e86\u8ca1\u5bcc\u7ba1\u7406\u4eba\u54e1\u9ad8\u9054 70% \u7684\u6703\u8b70\u6e96\u5099\u6642\u9593\uff1b\u5370\u5c3c\u96fb\u4fe1\u9f8d\u982d Telkomsel \u5247\u63a1\u7528\u8a9e\u97f3\u6a21\u578b\u8655\u7406\u57fa\u672c\u5ba2\u670d\uff0c\u8b93\u4eba\u529b\u80fd\u5c08\u5fc3\u8655\u7406\u8907\u96dc\u5ba2\u8a34\u554f\u984c\u3002<\/p>\n\n\n\n

\u5728\u88fd\u9020\u696d\uff0c\u5305\u62ec\u5bcc\u58eb\u5eb7\u3001Bosch\u7b49\uff0c\u5247\u5c07AI\u7528\u65bc\u54e1\u5de5\u77e5\u8b58\u5171\u4eab\uff0c\u4ee5\u53ca\u5373\u6642\u516d\u6a19\u6e96\u5dee\uff08Six Sigma\uff09\u5206\u6790\u3001\u6a5f\u5668\u4eba\u5f37\u5316\u5b78\u7fd2\u8207\u5de5\u4f5c\u5b89\u5168\u9810\u8b66\uff08\u6e1b\u5c11\u5de5\u5b89\u4e8b\u6545\uff09\u3002Moe\u8a8d\u70ba\uff0c\u672a\u4f86\u7684\u95dc\u9375\u5728\u65bc\u8ce6\u80fd\u975e IT \u80cc\u666f\u7684\u4eba\u54e1\uff0c\u8b93\u5168\u9ad4\u54e1\u5de5\u90fd\u80fd\u5171\u540c\u53c3\u8207\u9019\u500b\u9ad8\u6548\u3001\u5b89\u5168\u4e14\u6301\u7e8c\u512a\u5316\u7684 AI \u751f\u614b\u7cfb\uff0c\u651c\u624b\u8fce\u4f86\u5168\u65b0\u7684\u4f01\u696dAI\u6642\u4ee3\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u9673\u51a0\u5dde\uff1aAgent\u5c07\u7121\u6240\u4e0d\u5728 \u96f2\u7aef\u6df7\u5408\u7684Agentic AI\u6642\u4ee3\u5c07\u6210\u672a\u4f86\u751f\u6d3b\u65b9\u5f0f<\/strong>
\u806f\u767c\u79d1\u6280\u9673\u51a0\u5dde\u7e3d\u7d93\u7406\u66a8\u71df\u904b\u9577<\/strong>\u5728\u300cAI\u7121\u8655\u4e0d\u5728 | \u667a\u80fd\u9ad4\u5f9e\u7aef\u5230\u96f2\u7684\u65b0\u6642\u4ee3\u300d\u4e3b\u984c\u6f14\u8b1b\u4e2d\u8868\u793a\uff0c\u5728 AI \u8cc7\u6599\u4e2d\u5fc3\u8cc7\u672c\u652f\u51fa\u66b4\u589e\u81f3 7000 \u5104\u7f8e\u5143\u7684\u5929\u6587\u6578\u5b57\u80cc\u666f\u4e0b\uff0cAI \u7684\u5feb\u901f\u6f14\u9032\u6b63\u5168\u9762\u91cd\u65b0\u5b9a\u7fa9\u5168\u7403\u7d42\u7aef\u6d88\u8cbb\u8005\u7684\u7522\u54c1\u578b\u614b\u8207\u4f7f\u7528\u9ad4\u9a57\uff0c\u4e5f\u5c31\u662f\u5f9e\u751f\u6210\u5f0fAI\u8de8\u5165\u4ee3\u7406\u5f0fAI\uff08Agentic AI\uff09\u6642\u4ee3\u3002\u7576\u642d\u8f09Agent\uff08\u667a\u80fd\u9ad4\uff09\u7684\u8a2d\u5099\u8207\u88dd\u7f6e\u9054\u5230\u7121\u6240\u4e0d\u5728\uff0cAI \u5c07\u5f9e\u904e\u53bb\u7684\u88ab\u52d5\u56de\u61c9\u8f49\u70ba\u4e3b\u52d5\u3001\u5373\u6642\u4e14\u9ad8\u5ea6\u5ba2\u88fd\u5316\u5730\u670d\u52d9\u4f7f\u7528\u8005\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u96a8\u8457\u6280\u8853\u843d\u5730\uff0c\u672a\u4f86\u7684\u7522\u54c1\u5c07\u8f49\u8b8a\u70ba\u300c\u4ee3\u7406\u5f0f AI \u88dd\u7f6e\uff08Agentic AI Devices\uff09\u300d\uff0c\u4f8b\u5982\u667a\u6167\u578b\u624b\u6a5f\u5c07\u6f14\u8b8a\u6210\u300cAgentic AI Smartphone\u300d\u3002\u4ee5\u806f\u767c\u79d1\u6240\u5b9a\u7fa9\u7684Agentic AI UX\u7528\u6236\u9ad4\u9a57\uff0c\u6db5\u84cb\u4e94\u5927\u7279\u8cea\uff0c\u5305\u62ec\uff081\uff09\u4e3b\u52d5\u53ca\u6642\uff1aAI \u6bd4\u7528\u6236\u66f4\u61c2\u5176\u9700\u6c42\uff0c\u80fd\u5728\u4e8b\u4ef6\u767c\u751f\u524d\u4e3b\u52d5\u63d0\u4f9b\u670d\u52d9\uff1b\uff082\uff09\u77e5\u4f60\u61c2\u4f60\uff1a\u5177\u5099\u9577\u671f\u8207\u77ed\u671f\u8a18\u61b6\u529f\u80fd\uff0c\u6df1\u5ea6\u7406\u89e3\u7528\u6236\u7fd2\u6163\u8207\u504f\u597d\uff1b\uff083\uff09\u4e92\u52d5\u5354\u4f5c\uff1a\u5be6\u73fe\u88dd\u7f6e\u5c0d\u88dd\u7f6e\uff08Agent to Agent\uff09\u7684\u8de8\u88dd\u7f6e\u6e9d\u901a\u8207\u5354\u540c\u4f5c\u696d\uff1b\uff084\uff09\u5b78\u7fd2\u9032\u5316\uff1a\u4f7f\u7528\u983b\u7387\u8d8a\u9ad8\uff0cAI \u7684\u670d\u52d9\u80fd\u529b\u4fbf\u8d8a\u7cbe\u6e96\u8070\u660e\uff1b\uff085\uff09\u5c08\u5c6c\u96b1\u79c1\u8cc7\u8a0a\u5b88\u8b77\uff1a\u78ba\u4fdd\u500b\u4eba\u5c08\u6709\u96b1\u79c1\u5728\u96f2\u7aef\u6216\u7d42\u7aef\u53d7\u5230\u6700\u5b89\u5168\u7684\u4fdd\u8b77\u3002<\/p>\n\n\n\n

\u9762\u5c0d\u9019\u5834Agentic AI\u8b8a\u9769\uff0c\u806f\u767c\u79d1\u6280\u5df2\u5f9e\u908a\u7de3\u5c64\u3001\u7cfb\u7d71\u5c64\u3001\u61c9\u7528\u5c64\u4ee5\u53ca AI \u57fa\u790e\u8a2d\u65bd\u5c64\u5c55\u958b\u5168\u65b9\u4f4d\u4f48\u5c40\u3002\u5728\u908a\u7de3\u7aef\uff0c\u806f\u767c\u79d1\u81f4\u529b\u65bc\u514b\u670d\u7b97\u529b\u8207\u8017\u96fb\u91cf\u7684\u5e73\u8861\u6311\u6230\uff0c\u4e26\u6253\u9020\u652f\u63f4\u4e3b\u52d5\u611f\u77e5\u80fd\u529b\u7684\u300cAgentic OS\u300d\u5e73\u53f0\uff1b\u5728\u61c9\u7528\u5c64\uff0c\u5247\u63d0\u4f9b\u5b8c\u5584\u7684\u5929\u74a3AI\u958b\u767c\u5957\u4ef6\uff0c\u91cb\u653e\u6676\u7247Agentic\u80fd\u529b\uff0c\u5354\u52a9\u5168\u7403\u5925\u4f34\u5171\u540c\u505a\u5927 Agentic \u751f\u614b\u7cfb\uff1b\u806f\u767c\u79d1\u540c\u6b65\u958b\u767c\u5148\u9032\u96f2\u7aefAI\u6280\u8853\uff0c\u52a0\u901f\u96f2\u7aef\u904b\u7b97\u898f\u6a21\u5316\uff0c\u63d0\u5347\u6a5f\u6ac3\u6bcf\u74e6\u7279\u6027\u80fd\uff08Perf\/Watt\uff09\uff0c\u6027\u80fd\u8207\u7e3d\u64c1\u6709\u6210\u672c\uff08Perf\/TCO\uff09\u3002<\/p>\n\n\n\n

\u9673\u51a0\u5dde\u8a8d\u70ba\uff0c\u672a\u4f86\u7684\u4e16\u754c\u5c07\u662f\u4e00\u500b\u300c\u96f2\u7aef\u6df7\u5408\u300d\u7684\u4e16\u754c\u3002\u5146\u7d1a\u53c3\u6578\u7684\u5927\u578b\u6a21\u578b\u8a13\u7df4\u8207\u63a8\u7406\u5c07\u7559\u5728\u64c1\u6709\u5f37\u5927\u96fb\u80fd\u652f\u6301\u7684\u96f2\u7aef\uff0c\u800c\u6578\u4ee5\u5104\u8a08\u7684 Agentic AI \u88dd\u7f6e\u5247\u4f5c\u70ba\u6d88\u8cbb\u8005\u63a5\u5165\u96f2\u7aef\u7b97\u529b\u7684\u63a5\u5165\u9ede\uff0c\u5f62\u6210\u96f2\u7aef\u8207\u7d42\u7aef\u6b63\u5411\u5faa\u74b0\u7684\u5546\u696d\u6a21\u5f0f\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

Ryan Fletcher<\/strong>\uff1aAI\u57fa\u790e\u8a2d\u65bd\u56db\u9a0e\u58eb\u5c07\u6c7a\u5b9aToken\u7b97\u529b\u7522\u751f\u6548\u80fd \u4efb\u4f55\u4e00\u500b\u51fa\u554f\u984c\u5c07\u5e36\u4f86\u707d\u96e3<\/strong>
McKinsey & Company <\/strong>\u5168\u7403\u8463\u4e8b\u5408\u5925\u4eba Ryan Fletcher<\/strong>\u5728\u300cPower, Cooling, Networking, and Compute: The New Four Horsemen of AI Scale\u300d\u4e3b\u984c\u6f14\u8b1b\u4e2d\u8868\u793a\uff0c\u5916\u754c\u5e38\u8aa4\u4ee5\u70ba AI \u662f\u7531\u865b\u7121\u7e39\u7df2\u7684\u8a5e\u5143\uff08Tokens\uff09\u8207\u6578\u64da\u7d44\u6210\u7684\u7121\u5f62\u6982\u5ff5\uff1b\u4f46\u4e8b\u5be6\u4e0a\uff0cAI \u5177\u6709\u6c89\u91cd\u7684\u300c\u7269\u7406\u91cd\u91cf\u300d\uff0c\u96a8\u8457AI\u6280\u8853\u5f9e\u539f\u578b\u8d70\u5411\u5168\u9762\u91cf\u7522\uff0c\u672a\u4f86\u7684AI\u7af6\u722d\u6838\u5fc3\u5c07\u4e0d\u518d\u662f\u6a21\u578b\u4e4b\u9593\u7684\u8fed\u4ee3\uff0c\u800c\u662f\u5e95\u5c64\u57fa\u790e\u8a2d\u65bd\u7cfb\u7d71\u7684\u5be6\u9ad4\u6c7a\u6230\uff0c\u800c\u9019\u6642\u9650\u5236 AI \u898f\u6a21\u5316\u64f4\u5c55\u7684\u300c\u57fa\u790e\u8a2d\u65bd\u56db\u9a0e\u58eb\u300d\u2014\u96fb\u529b\uff08Power\uff09\u3001\u51b7\u537b\uff08Cooling\uff09\u3001\u7db2\u8def\uff08Networking\uff09\u8207\u7b97\u529b\uff08Compute\uff09\uff0c\u5c31\u6703\u8b8a\u5f97\u5341\u5206\u91cd\u8981\uff0c\u4efb\u4f55\u4e00\u74b0\u5d29\u6f70\u90fd\u5c07\u62d6\u57ae\u6574\u9ad4AI\u57fa\u790e\u5efa\u8a2d\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u9996\u5148\uff0c\u300c\u96fb\u529b\u300d\u5df2\u6210\u70ba\u6c7a\u5b9a AI \u767c\u5c55\u6b65\u4f10\u7684\u95dc\u9375\uff0c\u4ee5\u5317\u7f8e\u70ba\u4f8b\uff0c\u6578\u64da\u4e2d\u5fc3\u7684\u96fb\u529b\u9700\u6c42\u9810\u8a08\u5728 2025 \u5e74\u9054\u5230\u7e3d\u767c\u96fb\u91cf\u7684 4%\uff0c\u9810\u4f30\u5728 2030 \u5e74\u5c07\u98c6\u5347\u81f3 14%\uff0c\u7136\u800c\uff0c\u5df2\u898f\u5283\u7684\u8ffd\u52a0\u4f9b\u96fb\u91cf\u7adf\u50c5\u80fd\u6eff\u8db3\u5176\u4e2d\u56db\u6210\u3002\u5176\u6b21\uff0c\u6578\u64da\u4e2d\u5fc3\u9762\u81e8\u5168\u5e74\u7121\u4f11\u4e14\u300c\u9ad8\u5ea6\u96c6\u4e2d\u300d\u7684\u6563\u71b1\u8003\u9a57\u3002\u96d6\u7136\u300c\u51b7\u537b\u300d\u6280\u8853\u5df2\u5f9e\u6c23\u51b7\u3001\u6db2\u51b7\u52a0\u901f\u6f14\u9032\u81f3\u6676\u7247\u76f4\u63a5\u5c0e\u51b7\uff08Direct-to-Chip\uff09\uff0c\u4f46\u6280\u8853\u5275\u65b0\u50c5\u5360\u554f\u984c\u7684\u4e00\u90e8\u5206\uff0c\u5176\u9918\u8003\u9a57\u5728\u65bc\u5982\u4f55\u5728\u8cc7\u683c\u8a8d\u8b49\u3001\u90e8\u7f72\u3001\u548c\u9577\u671f\u670d\u52d9\u80fd\u529b\u4e0a\u9054\u5230\u7a69\u5b9a\u7684\u7522\u696d\u898f\u6a21\u5316\u3002<\/p>\n\n\n\n

\u5728\u7db2\u8def\u65b9\u9762\uff0c\u786c\u9ad4\u7b97\u529b\uff08FLOPS\uff09\u5728\u904e\u53bb 20 \u5e74\u9593\u66b4\u589e 6 \u842c\u500d\uff0c\u4f46\u6578\u64da\u9aa8\u5e79\u7684\u300c\u7db2\u8def\u300d\u983b\u5bec\u537b\u50c5\u6210\u9577 30\u500d\u2014\u5927\u7d042000\u500d\u7684\u5dee\u8ddd\uff0c\u8b93 GPU \u649e\u4e0a\u4e86\u7121\u6cd5\u8ff4\u907f\u7684\u300c\u7db2\u8def\u7246\u300d\u3002\u64da\u8abf\u67e5\uff0c\u5927\u578b\u6578\u64da\u4e2d\u5fc3\u5167\u7684 GPU \u56e0\u7b49\u5f85\u6578\u64da\u8f38\u5165\u6216\u8f38\u51fa\uff0c\u7adf\u7136\u6709 30% \u5230 60% \u7684\u6642\u9593\u8655\u65bc\u9592\u7f6e\u72c0\u614b\u3002<\/p>\n\n\n\n

\u6700\u5f8c\uff0cFletcher\u5c07\u300c\u7b97\u529b\u300d\u8996\u70ba\u5f15\u5c0e\u7cfb\u7d71\u67b6\u69cb\u6289\u64c7\u7684\u8d77\u9ede\uff0c\u672a\u4f86\u7684 AI \u5de5\u5ee0\u5c07\u660e\u78ba\u5206\u6d41\u70ba\u5169\u7a2e\u5e02\u5834\uff1a\u4e00\u7a2e\u662f\u8ffd\u6c42\u6975\u81f4\u6027\u80fd\u3001\u4e0d\u8a08\u6210\u672c\u89e3\u6c7a\u5275\u65b0\u96e3\u984c\u7684\u300cF1 \u8cfd\u8eca\u300d\u7b49\u7d1a\u7cfb\u7d71\uff1b\u53e6\u4e00\u7a2e\u5247\u662f\u8ffd\u6c42\u6975\u81f4\u6210\u672c\u3001\u9ad8\u6548\u7387\u6a6b\u5411\u64f4\u5c55\u7684\u300c\u6a19\u6e96\u5316\u91cf\u7522\u5de5\u5ee0\u300d\u3002\u552f\u6709\u5c07\u57fa\u790e\u8a2d\u65bd\u7684\u300c\u5229\u7528\u7387\u300d\u8996\u70ba\u88fd\u9020\u696d\u7684\u300c\u7522\u51fa\u826f\u7387\u300d\u4f86\u7cbe\u6e96\u63a7\u7ba1\uff0c\u4f01\u696d\u624d\u80fd\u5728\u5be6\u9ad4\u4e16\u754c\u7684\u9650\u5236\u4e0b\uff0c\u771f\u6b63\u91cb\u653e AI \u7684\u5546\u696d\u6f5b\u80fd\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u674e\u7dad\u658c\uff1aAI\u6642\u4ee3\u7684\u8cc7\u5b89\u5fc5\u9808\u6578\u4f4d\u8f49\u578b \u8cc7\u5b89\u4e3b\u7ba1\u5fc5\u9808\u540c\u6642\u638c\u63e1AI\u8a9e\u8a00\u8207\u8cc7\u5b89\u8a9e\u8a00<\/strong>
\u9d3b\u6d77\u7814\u7a76\u9662\uff08\u9d3b\u6d77\u79d1\u6280\u96c6\u5718\uff09\u674e\u7dad\u658c\u57f7\u884c\u9577<\/strong>\u5728\u300c\u4f01\u696d AI vs. AI \u8cc7\u5b89\u300d\u5c08\u984c\u6f14\u8b1b\u4e2d\u6307\u51fa\uff0c\u4ee3\u7406\u5f0f AI\uff08Agentic AI\uff09\u7684\u6d6a\u6f6e\u5df2\u81f3\uff0c\u4f01\u696d\u7121\u6cd5\u5ffd\u8996\u7684\u751f\u7522\u529b\u8e8d\u5347\uff0c\u4f46AI \u662f\u4e00\u628a\u96d9\u5203\u528d\uff0c\u4f01\u696d\u5fc5\u9808\u4fdd\u6301\u6e05\u9192\uff0c\u6b63\u8996 AI \u5e36\u4f86\u7684\u5168\u65b0\u8cc7\u5b89\u98a8\u66b4\u8207\u7ba1\u7406\u6311\u6230\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

AI \u6642\u4ee3\u7684\u8cc7\u5b89\u5a01\u8105\u5df2\u5f9e\u50b3\u7d71\u7684\u60e1\u610f\u7a0b\u5f0f\u7a0b\u5f0f\u78bc\u6216\u884c\u70ba\u5206\u6790\uff0c\u8f49\u8b8a\u70ba\u81ea\u7136\u8a9e\u8a00\u653b\u64ca\uff08\u5982\u63d0\u793a\u8a5e\u6ce8\u5165\uff09\u3002\u99ed\u5ba2\u53ef\u4ee5\u300c\u5169\u624b\u7a7a\u7a7a\u300d\u9032\u5165\u7cfb\u7d71\uff0c\u5229\u7528\u60e1\u610f\u63d0\u793a\u8a5e\u8a98\u9a19\u4f01\u696d\u5167\u90e8\u7684 AI \u64b0\u5beb\u653b\u64ca\u7a0b\u5f0f\u3001\u7834\u58de\u90f5\u4ef6\u4f3a\u670d\u5668\u6216\u7aca\u53d6\u8cc7\u6599\u5eab\u6b0a\u9650\u3002\u6b64\u5916\uff0c\u904e\u53bbIT\u4eba\u54e1\u9084\u6709\u6578\u767e\u5929\u7684\u6642\u9593\u4f86\u4fee\u88dc\u7cfb\u7d71\u6f0f\u6d1e\uff0c\u4f46\u73fe\u5728\u900f\u904e AI \u5de5\u5177\uff0c\u99ed\u5ba2\u80fd\u5728\u5e7e\u5206\u9418\u6216\u5e7e\u5c0f\u6642\u5167\u5c31\u628a\u6f0f\u6d1e\u8b8a\u6210\u653b\u64ca\u7a0b\u5f0f\uff0c\u9632\u79a6\u901f\u5ea6\u7684\u63d0\u5347\u5df2\u523b\u4e0d\u5bb9\u7de9\u3002<\/p>\n\n\n\n

\u9762\u5c0d\u751f\u6210\u5f0fAI\u6642\u4ee3\u4f86\u81e8\uff0c\u6709\u591a\u9805\u8cc7\u5b89\u9632\u8b77\u7b56\u7565\u9700\u8981\u8f49\u578b\u3002\u9996\u5148\uff0cAI \u653b\u64ca\u7684\u901f\u5ea6\u8207\u898f\u6a21\u662f\u6307\u6578\u578b\u64f4\u5f35\u7684\uff0c\u9632\u79a6\u67b6\u69cb\u8207\u56de\u61c9\u6a5f\u5236\u5fc5\u9808\u5168\u9762\u8f49\u578b\uff0c\u674e\u7dad\u658c\u5f37\u8abf\uff0c\u300c\u6211\u5011\u4e0d\u80fd\u7528\u84cb\u570d\u7246\u7684\u601d\u7dad\u53bb\u9632\u79a6\u900f\u904e\u7a7a\u6c23\u50b3\u67d3\u7684\u75be\u75c5\u300d\u3002\u5176\u6b21\uff0c\u7576\u8a31\u591a\u5ee0\u5546\u7686\u5ba3\u7a31\u7522\u54c1\u5305\u542b AI \u529f\u80fd\uff0c\u4f01\u696d\u5fc5\u9808\u8ffd\u554f\u5176 AI \u5982\u4f55\u8a13\u7df4\u3001\u8cc7\u6599\u5f9e\u4f55\u800c\u4f86\uff0c\u9632\u79a6\u67b6\u69cb\u61c9\u8207 AI \u5354\u540c\u5de5\u4f5c\uff0c\u4e26\u76e1\u53ef\u80fd\u63d0\u9ad8 AI \u6c7a\u7b56\u7684\u53ef\u89e3\u91cb\u6027\uff0c\u63a7\u7ba1\u6f5b\u5728\u98a8\u96aa\u3002\u518d\u8005\uff0c\u8981\u5c07 AI \u7576\u4f5c\u300c\u4eba\u300d\u4f86\u6cbb\u7406\uff0c\u56e0\u70baAI \u7a0b\u5f0f\u4e0d\u518d\u662f\u904e\u53bb\u9810\u5148\u5b9a\u7fa9\u597d\u7684\u908f\u8f2f\uff0cAI\u300c\u77e5\u9053\u300d\u898f\u5247\uff0c\u4f46\u4e0d\u898b\u5f97\u6703\u300c\u505a\u5230\u300d\uff0c\u56e0\u6b64\u7576 AI \u7684\u884c\u70ba\u4e0d\u53ef\u9006\u4e14\u5c0d\u5916\u6642\uff0c\u6d41\u7a0b\u4e2d\u5fc5\u9808\u52a0\u5165\u300c\u4eba\u985e\u4e3b\u5c0e\uff08Human in the loop\uff09\u300d\u3002\u540c\u6642\uff0c\u7d44\u7e54\u5167\u90e8\u7684\u554f\u8cac\u5236\u5ea6\uff08Accountability\uff09\u8981\u660e\u78ba\u5206\u5c64\uff0c\u5305\u542b\u6cd5\u5f8b\u3001\u71df\u904b\u8207\u6280\u8853\u5c64\u9762\uff0c\u7686\u9808\u6709\u5c0d\u61c9\u7684\u8ca0\u8cac\u4eba\u3002<\/p>\n\n\n\n

\u674e\u7dad\u658c\u57f7\u884c\u9577\u8a8d\u70ba\uff0c\u8cc7\u5b89\u4e3b\u7ba1\u5fc5\u9808\u5177\u5099\u96d9\u8a9e\u512a\u52e2\uff0c\u4e5f\u5c31\u662f\u540c\u6642\u638c\u63e1AI\u8a9e\u8a00\u8207\u8cc7\u5b89\u8a9e\u8a00\uff0c\u8b93\u4f01\u696d\u80fd\u5920\u679c\u65b7\u884c\u52d5\uff0c\u4e0d\u50c5\u5927\u5e45\u63d0\u5347\u71df\u904b\u6548\u7387\u8207\u5b89\u5168\u6027\uff0c\u66f4\u80fd\u5c07\u98a8\u96aa\u7ba1\u7406\u8f49\u5316\u6210\u8b77\u57ce\u6cb3\uff0c\u4e5f\u5c31\u662f\u5728\u9632\u79a6\u98a8\u96aa\u7684\u540c\u6642\uff0c\u4e0d\u963b\u7919\u4f01\u696d\u7684\u5275\u65b0\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u6d2a\u96c6\u8302\uff1aAI\u8207\u96fb\u5b50\u7d19\u806f\u624b \u4e32\u806f\u667a\u6167\u96f6\u552e\u300cOMO\u300d\u65b0\u8cfd\u9053<\/strong>
\u5143\u592a\u79d1\u6280\u696d\u52d9\u4e2d\u5fc3\u6d2a\u96c6\u8302\u526f\u7e3d\u7d93\u7406<\/strong>\u5728\u300cAI\u9a45\u52d5\u96f6\u552e\u9769\u547d\uff1a\u5f9e\u50f9\u683c\u6a19\u7c64\u5230\u667a\u6167\u5a92\u9ad4\u300d\u5c08\u984c\u6f14\u8b1b\u4e2d\u6307\u51fa\uff0c\u667a\u6167\u96f6\u552e\u8207AI\u79d1\u6280\u7684\u6574\u5408\u5df2\u6210\u70ba\u5168\u7403\u901a\u8def\u7684\u5fc5\u7136\u8da8\u52e2\uff0c\u5118\u7ba1\u7dda\u4e0a\u96fb\u5546\u84ec\u52c3\u767c\u5c55\uff0c\u7f8e\u570b\u4ecd\u6709\u9ad8\u905483.7%\u7684\u6d88\u8cbb\u8005\u4f9d\u8cf4\u5be6\u9ad4\u5546\u5e97\uff0c\u96f6\u552e\u696d\u66f4\u5360\u7f8e\u570bGDP\u905420.4%\u3002\u4ed6\u5f37\u8abf\uff0c\u7d50\u5408\u7dda\u4e0a\u8207\u7dda\u4e0b\u7684\u300cOMO\u300d\uff08Online Merge Offline\uff09\u696d\u52d9\uff0c\u5df2\u6210\u70ba\u672a\u4f86\u8cfc\u7269\u7684\u6838\u5fc3\u3002\u800c\u96fb\u5b50\u7d19\uff08ePaper\uff09\u6191\u85c9\u4f4e\u8017\u80fd\u8207\u4e0d\u767c\u5149\u7684\u512a\u52e2\uff0c\u6b63\u5f9e\u300c\u6578\u4f4d\u8f49\u578b1.0\u300d\u7684\u96fb\u5b50\u6a19\u7c64\uff0c\u8de8\u5165\u300c2.0\u300d\u96f6\u552e\u5a92\u9ad4\uff08Retail Media\uff09\u8207\u300c3.0\u300d\u5f8c\u53f0\u7269\u6d41\u512a\u5316\u7684\u65b0\u968e\u6bb5\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u6d2a\u96c6\u8302\u900f\u9732\uff0c\u5143\u592a\u8fd1\u5e74\u8207\u4e09\u5546\u5bb6\u8cfc\u5408\u4f5c\uff0c\u5df2\u5728\u5168\u53f0800\u5bb6\u7f8e\u5ec9\u793e\u5168\u9762\u5e03\u5efa300\u842c\u500b\u96fb\u5b50\u7d19\u8ca8\u67b6\u6a19\u7c64\uff0c\u6210\u529f\u5b8c\u6210\u96f6\u552e\u696d\u7684\u6578\u4f4d\u300c\u57fa\u5efa\u300d\u3002\u9019\u4e9b\u667a\u6167\u6a19\u7c64\u4e0d\u50c5\u80fd\u7d50\u5408\u751f\u6210\u5f0fAI\u5206\u6790\u6d88\u8cbb\u8005\u884c\u70ba\u3001\u9054\u5230\u98df\u7269\u6e1b\u640d\u8207\u52d5\u614b\u5b9a\u50f9\u7684\u6700\u512a\u5316\uff0c\u9084\u80fd\u5728\u8ca8\u67b6\u7aef\u7cbe\u6e96\u63a8\u64ad\u4e92\u52d5\u5ee3\u544a\uff0c\u5be6\u73fe\u96f6\u552e\u5a92\u9ad4\u7684\u5546\u6a5f\u3002<\/p>\n\n\n\n

\u4ed6\u9032\u4e00\u6b65\u6307\u51fa\uff0c\u76f8\u8f03\u65bc\u6b50\u6d32\u9010\u6b65\u8a6c\u75c5LCD\u770b\u677f\u7684\u5149\u5bb3\uff08Light Pollution\uff09\u8207\u9ad8\u80fd\u8017\uff0c\u96fb\u5b50\u7d19\u5982\u7d19\u5f35\u822c\u7684\u67d4\u548c\u8996\u89ba\u8207\u65b7\u96fb\u7dad\u6301\u756b\u9762\u7684\u7279\u6027\uff0c\u6210\u70ba\u6236\u5916\u6578\u4f4d\u5ee3\u544a\uff08DOOH\uff09\u7684\u6700\u4f73\u89e3\u65b9\u3002\u6d2a\u96c6\u8302\u671f\u8a31\u53f0\u7063\u6191\u85c9\u5353\u8d8a\u7684\u9762\u677f\u3001IC\u8a2d\u8a08\u8207\u5f71\u50cf\u6f14\u7b97\u6cd5\u5be6\u529b\uff0c\u5f9e\u904e\u53bb\u55ae\u7d14\u8ce3\u786c\u9ad4\u8f49\u578b\u70ba\u96f2\u7aef\u7d81\u5b9a\u786c\u9ad4\u7684\u300c\u8a02\u95b1\u62bd\u6210\u300d\u6a21\u5f0f\uff0c\u4e3b\u5c0e\u5168\u7403\u667a\u6167\u96f6\u552e\u5a92\u9ad4\u7684\u898f\u683c\u5236\u5b9a\uff0c\u651c\u624b\u767e\u5de5\u767e\u696d\u5171\u5275\u6c38\u7e8cESG\u751f\u614b\u5708\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u9023\u52a0\u6069\uff1aAI\u79d1\u6280\u53ef\u6e1b\u7de9\u8d85\u9ad8\u9f61\u793e\u6703\u5e36\u4f86\u7684\u6162\u6027\u75c5\u8207\u91ab\u8b77\u8352\u5168\u7403\u75db\u9ede<\/strong>
\u5b8f\u7881\u667a\u91ab\uff08Acer Medical\uff09\u8463\u4e8b\u9577\u66a8\u57f7\u884c\u9577\u9023\u52a0\u6069<\/strong>\u5728\u300cAI\u91ab\u7642\u7684\u5be6\u73fe\u8207\u6311\u6230\u300d\u5c08\u984c\u6f14\u8b1b\u4e2d\u6307\u51fa\uff0c\u5b8f\u7881\u667a\u91ab\u81ea 2018 \u5e74\u8d77\u6df1\u8015\u91ab\u7642 AI\uff0c\u900f\u904e\u9810\u6e2c\u578b AI\u3001\u751f\u6210\u5f0f AI\u3001\u4eba\u5de5\u667a\u6167\u7269\u806f\u7db2\uff08AIoT\uff09\u6280\u8853\u8207AI\u65b0\u85e5\u8a2d\u8a08\u7b49\u56db\u5927\u652f\u67f1\uff0c\u958b\u767c\u51fa\u751f\u6210\u5f0f AI \u91ab\u5b78\u6a21\u578b\u3001AI \u91ab\u7642\u66f8\u8a18\uff08AI Scribe\uff09\u53ca\u9810\u9632\u91ab\u5b78\u5927\u6578\u64da\u7b49\u5404\u985eAI\u91ab\u7642\u6280\u8853\uff0c\u4e26\u843d\u5730\u5168\u7403\u8d85\u904e700\u5bb6\u91ab\u7642\u6a5f\u69cb\uff0c\u5c55\u793a\u5b8f\u7881\u5f9e\u786c\u9ad4\u5927\u5ee0\u8f49\u578b\u91ab\u7642\u79d1\u6280\u7684\u904e\u7a0b\u8207\u6210\u679c\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u8209\u4f8b\u4f86\u8aaa\uff0c\u8d85\u9ad8\u9f61\u793e\u6703\u5e36\u4f86\u7684\u6162\u6027\u75c5\u8207\u91ab\u8b77\u8352\uff0c\u662f\u5168\u7403\u793e\u6703\u8207\u91ab\u7642\u6a5f\u69cb\u5171\u540c\u7684\u75db\u9ede\u3002\u9023\u52a0\u6069\u8868\u793a\uff0c\u5b8f\u7881\u667a\u91ab\u7684VeriOsteo OP \u80fd\u900f\u904e\u55ae\u5f35\u80f8\u90e8 X \u5149\u9032\u884c\u9aa8\u8cea\u5bc6\u5ea6\u5224\u8b80\uff0c\u589e\u52a0\u6a5f\u6703\u6027\u7be9\u6aa2\uff0c\u5728\u50b3\u7d71\u9ad8\u8f3b\u5c04\u3001\u666e\u53ca\u7387\u4f4e\u7684\u96d9\u80fd\u91cf X \u5149\u5438\u6536\u5100\uff08DEXA\uff09\u6aa2\u6e2c\u524d\u627e\u5230\u66f4\u591a\u9ad8\u98a8\u96aa\u65cf\u7fa4\uff1bVeriSee \u5229\u7528\u773c\u5e95\u93e1\u5f71\u50cf\u7be9\u6aa2\u7cd6\u5c3f\u75c5\u8996\u7db2\u819c\u75c5\u8b8a(Diabetic Retinopathy, DR)\u3001\u9752\u5149\u773c(Glaucoma, GLC)\u53ca\u9ec3\u6591\u90e8\u75c5\u8b8a\uff08Aged-related Macular Degeneration, AMD\uff09\u7684\u6280\u8853\uff0c\u5df2\u9060\u8d74\u8c9d\u91cc\u65af\u3001\u99ac\u7d39\u723e\u7fa4\u5cf6\u53ca\u6cf0\u570b\u504f\u9109\u3002\u5728\u53f0\u7063\uff0c\u9019\u9805\u6280\u8853\u4e5f\u6df1\u5165\u7121\u773c\u79d1\u91ab\u5e2b\u7684\u91ab\u7642\u8cc7\u6e90\u5331\u4e4f\u5340\u3002\u9023\u52a0\u6069\u5f37\u8abf\uff1a\u300cAI \u96d6\u4e0d\u6703\u53d6\u4ee3\u91ab\u751f\uff0c\u4f46\u4f7f\u7528 AI \u7684\u91ab\u751f\u5c07\u53d6\u4ee3\u4e0d\u7528 AI \u7684\u4eba\u3002\u300d<\/p>\n\n\n\n

\u5b8f\u7881\u667a\u91ab\u66f4\u958b\u767c\u51fa\u8de8\u79d1\u5225\u7684 AI \u865b\u64ec\u8a9e\u97f3\u52a9\u7406 \u300caiMed\u300d\uff0c\u80fd\u5c07\u8017\u6642\u6578\u9031\u7684\u5065\u6aa2\u5831\u544a\u7e2e\u77ed\u81f3\u6578\u79d2\u751f\u6210\uff0c\u4e26\u80fd\u5920\u7d50\u5408\u77e5\u8b58\u7ba1\u7406\u3001\u7528\u85e5\u6307\u5f15\u7ba1\u7406\uff0c\u540c\u6642\u4fdd\u8b77\u75c5\u4eba\u96b1\u79c1\u3002\u4e0d\u540c\u65bc\u6b50\u7f8e\u79d1\u6280\u5de8\u982d\u5229\u7528\u7db2\u8def\u5927\u6578\u64da\u8a13\u7df4\u6a21\u578b\uff0c\u5b8f\u7881\u667a\u91ab\u5805\u6301\u5c07\u6a21\u578b\u5168\u9762\u63a1\u7528\u53f0\u7063\u672c\u5730\u81e8\u5e8a\u6307\u5f15\u8207\u885b\u798f\u90e8\u898f\u7bc4\uff0c\u6253\u9020\u5c08\u5c6c\u4e9e\u6d32\u4eba\u57fa\u56e0\u8207\u7528\u85e5\u7fd2\u6163\u7684\u5728\u5730\u5316\u91ab\u7642 LLM\u3002<\/p>\n\n\n\n

\u667a\u6167\u91ab\u7642\u7684\u7d42\u6975\u76ee\u6a19\u662f\u300c\u9632\u60a3\u65bc\u672a\u7136\u300d\u3002\u5b8f\u7881\u667a\u91ab\u8de8\u754c\u5f15\u9032\u5967\u904b\u9ad4\u64cd\u8cfd\u4e8b\u7d1a\u7684\u52d5\u614b\u8ffd\u8e64\u6280\u8853\uff0c\u8f49\u5316\u70ba\u81e8\u5e8a\u300caiGait\u6085\u6b65\u5eb7\u300d\uff0c\u80fd\u6355\u6349\u8089\u773c\u96e3\u5bdf\u7684\u5fae\u7d30\u795e\u7d93\u75c5\u8b8a\u9020\u6210\u7684\u59ff\u9ad4\u7570\u5e38\uff0c\u5229\u7528AI\u5c07\u52d5\u4f5c\u548c\u59ff\u52e2\u6578\u64da\u5316\uff0c\u66f4\u80fd\u5920\u7cbe\u78ba\u638c\u63e1\u75c5\u60a3\u7684\u5eb7\u5fa9\u60c5\u6cc1\u3002<\/p>\n\n\n\n

\u9023\u52a0\u6069\u5206\u4eab\u4e86\u4e00\u5247\u4ee4\u4eba\u52d5\u5bb9\u7684\u6069\u6148\u6cbb\u7642\u6848\u4f8b\uff1a\u4e00\u540d 20 \u591a\u6b72\u7684\u8179\u8154\u764c\u75c7\u672b\u671f\u5973\u75c5\u60a3\uff0c\u5728\u63a5\u53d7 AI \u7cbe\u6e96\u91ab\u7642\u8a2d\u8a08\u7684\u300c\u816b\u7624\u7279\u7570\u6027\u65b0\u6297\u539f\u6a39\u7a81\u7d30\u80de\u7642\u6cd5\u300d\u5f8c\uff0c\u6210\u529f\u904f\u5236\u4e86\u60e1\u6027\u816b\u7624\u7684\u64f4\u6563\uff0c\u96d6\u7136\u500b\u6848\u6700\u7d42\u56e0\u884c\u653f\u5be9\u67e5\u671f\u904e\u9577\u800c\u62b1\u61be\u96e2\u4e16\uff0c\u4f46\u6b64\u5617\u8a66\u5df2\u70ba\u53f0\u7063\u79d1\u5b78\u754c\u6ce8\u5165\u5f37\u5fc3\u91dd\u3002<\/p>\n\n\n\n

<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u3000\u3000\u3000\u3000<\/p>\n\n\n\n


\ud83d\udfe6\u73fe\u5728\u5c31\u52a0\u5165 ioioTIMES \u81c9\u66f8\u7c89\u7d72\u5718 \u66f4\u591a\u4e92\u52d5\u3001\u66f4\u591a\u597d\u5eb7\u650f\u62b5\u52a0!!
\ud83d\udfe6\u6211\u5011\u6709LINE TODAY<\/a>\u983b\u9053\u4e86\uff0c\u5feb\u4f86\u8ffd\u8e2a\u6211\u5011\u5427!!–\u6700\u65b0\u79d1\u6280\u65b0\u805e \u76e1\u5728\u4f60<\/strong>\u624b<\/h4>\n","protected":false},"excerpt":{"rendered":"

\u4e9e\u6d32\u6307\u6a19B2B\u79d1\u6280\u5c08\u696d\u5c55COMPUT<\/p>\n","protected":false},"author":3,"featured_media":149733,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[17754],"tags":[17119,580,17894],"class_list":["post-149731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-computex-2026","tag-computex-2026","tag-focus","tag-17894"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/149731"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=149731"}],"version-history":[{"count":1,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/149731\/revisions"}],"predecessor-version":[{"id":149740,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/149731\/revisions\/149740"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/149733"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=149731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=149731"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=149731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}