{"id":28249,"date":"2025-11-27T09:42:00","date_gmt":"2025-11-27T01:42:00","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28249"},"modified":"2025-11-27T09:42:00","modified_gmt":"2025-11-27T01:42:00","slug":"ai%e4%b8%8e%e5%9f%ba%e5%9b%a0%e7%bb%84%e6%95%b0%e6%8d%ae%e5%a6%82%e4%bd%95%e6%8e%a8%e5%8a%a8%e7%b2%be%e5%87%86%e5%8c%bb%e7%96%97%e5%92%8c%e6%b2%bb%e6%84%88%e5%88%9b%e6%96%b0","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/11\/27\/28249\/","title":{"rendered":"AI\u4e0e\u57fa\u56e0\u7ec4\u6570\u636e\u5982\u4f55\u63a8\u52a8\u7cbe\u51c6\u533b\u7597\u548c\u6cbb\u6108\u521b\u65b0"},"content":{"rendered":"<div class=\"article-desc\">\u827e\u4f2f\u7ef4\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76\u526f\u603b\u88c1Howard Jacob\u9610\u8ff0\u4e86AI\u3001ML\u4e0e\u57fa\u56e0\u7ec4\u5b66\u5982\u4f55\u5171\u540c\u63a8\u52a8\u533b\u5b66\u4ece\u201c\u75be\u75c5\u62a4\u7406\u201d\u8fc8\u5411\u201c\u771f\u6b63\u7684\u533b\u7597\u4fdd\u5065\u201d\u3002\u827e\u4f2f\u7ef4\u901a\u8fc7\u6784\u5efa\u5168\u7403\u6570\u636e\u96c6\u6210\u5e73\u53f0\uff0c\u5c06\u4e34\u5e8a\u8bd5\u9a8c\u3001\u57fa\u56e0\u7ec4\u6d4b\u5e8f\u4e0e\u529f\u80fd\u57fa\u56e0\u7ec4\u5b66\u7b49\u6570\u636e\u6c47\u805a\u5728\u4e00\u8d77\uff0c\u4f7fAI\u80fd\u591f\u8bc6\u522b\u75be\u75c5\u6a21\u5f0f\u3001\u63d0\u70bc\u5173\u952e\u57fa\u56e0\uff0c\u5e76\u52a0\u901f\u65e9\u671f\u9776\u70b9\u53d1\u73b0\u3001\u836f\u7269\u8bbe\u8ba1\u4ee5\u53ca\u60a3\u8005\u62db\u52df\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<p><img data-dominant-color=\"beb4b1\" data-has-transparency=\"false\" style=\"--dominant-color: #beb4b1;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28250\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/83fc6f6367ce214bdd8850c5b415c7541ff3ec.jpg\" width=\"1248\" height=\"696\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/83fc6f6367ce214bdd8850c5b415c7541ff3ec.jpg 1248w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/83fc6f6367ce214bdd8850c5b415c7541ff3ec-300x167.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/83fc6f6367ce214bdd8850c5b415c7541ff3ec-1024x571.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/83fc6f6367ce214bdd8850c5b415c7541ff3ec-150x84.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/83fc6f6367ce214bdd8850c5b415c7541ff3ec-768x428.jpg 768w\" sizes=\"auto, (max-width: 1248px) 100vw, 1248px\" \/><\/p>\n<p>\u827e\u4f2f\u7ef4\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76\u526f\u603b\u88c1\u517c\u6570\u636e\u96c6\u6210\u4e3b\u7ba1Howard Jacob\u5206\u4eab\u4e86\u4ed6\u5bf9\u4e2a\u6027\u5316\u6570\u636e\u3001AI\u548c\u673a\u5668\u5b66\u4e60(ML)\u5728\u75be\u75c5\u9884\u9632\u548c\u6cbb\u7597\u4e2d\u6f5c\u529b\u7684\u770b\u6cd5\u3002<\/p>\n<p>\u5728\u9ea6\u80af\u9521\u751f\u547d\u79d1\u5b66\u7814\u53d1\u521b\u65b0\u64ad\u5ba2\u300aEureka!\u300b\u7684\u8fd9\u4e00\u671f\u8282\u76ee\u4e2d\uff0c\u8054\u5408\u4e3b\u6301\u4ebaNavraj Nagra\u3001Alex Devereson\u548cErika Stanzl\u4e0e\u827e\u4f2f\u7ef4\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76\u526f\u603b\u88c1\u517c\u6570\u636e\u96c6\u6210\u4e3b\u7ba1Howard Jacob\u8fdb\u884c\u4e86\u4ea4\u8c08\u3002\u4ed6\u4eec\u8ba8\u8bba\u4e86\u827e\u4f2f\u7ef4\u5728\u6570\u636e\u96c6\u6210\u65b9\u9762\u7684\u65e9\u671f\u5c1d\u8bd5\u3001\u533b\u7597\u6570\u636e\u5b64\u5c9b\u5b58\u5728\u7684\u95ee\u9898\u3001AI\u548cML\u7684\u5de8\u5927\u6f5c\u529b\u4ee5\u53ca\u80fd\u529b\u5efa\u8bbe\uff0c\u4ed6\u4eec\u8fd8\u63a2\u8ba8\u4e86\u57fa\u56e0\u7ec4\u6d4b\u5e8f\u5728\u8bc6\u522b\u75be\u75c5\u961f\u5217\u65b9\u9762\u7684\u6f5c\u529b\uff0c\u4ee5\u53ca\u5728\u6574\u4e2a\u533b\u7597\u4f53\u7cfb\u4e2d\uff0c\u6cbb\u7597\u624b\u6bb5\u8ba9\u4f4d\u4e8e\u6cbb\u6108\u624b\u6bb5\u7684\u672a\u6765\u524d\u666f\u3002<\/p>\n<h4>AI\u548cML\u5982\u4f55\u63a8\u52a8\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76<\/h4>\n<p>Navraj Nagra\uff1a\u60a8\u7684\u4eba\u751f\u548c\u804c\u4e1a\u751f\u6daf\u7ecf\u5386\u4e86\u54ea\u4e9b\u8d77\u4f0f\uff0c\u662f\u4ec0\u4e48\u8ba9\u60a8\u6765\u5230\u4e86\u827e\u4f2f\u7ef4?<\/p>\n<p>Howard Jacob\uff1a\u6211\u4ece\u4e94\u5c81\u8d77\u5c31\u5bf9\u79d1\u5b66\u611f\u5174\u8da3\u3002\u5728\u5927\u5b66\u4e09\u5e74\u7ea7\u4e4b\u524d\uff0c\u6211\u4e00\u76f4\u60f3\u6210\u4e3a\u4e00\u540d\u6d77\u6d0b\u751f\u7269\u5b66\u5bb6\u3002\u540e\u6765\uff0c\u6211\u5728\u96c5\u57f9\u5b9e\u9a8c\u5ba4(Abbott Laboratories)\u505a\u6691\u671f\u6280\u672f\u5458\uff0c\u5e76\u51b3\u5b9a\u5bf9\u836f\u7269\u7814\u53d1\u611f\u5174\u8da3\u3002\u6211\u83b7\u5f97\u4e86\u836f\u7406\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5728\u57fa\u56e0\u7ec4\u5b66\u9886\u57df\u505a\u4e86\u535a\u58eb\u540e\u7814\u7a76\uff0c\u5e76\u5728\u5927\u5b66\u4efb\u655930\u5e74\uff0c\u73b0\u5728\u6211\u5728\u827e\u4f2f\u7ef4\u5de5\u4f5c\uff0c\u827e\u4f2f\u7ef4\u662f\u96c5\u57f9\u7684\u884d\u751f\u516c\u53f8\uff0c\u6240\u4ee5\u8fd9\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u5faa\u73af\u3002\u6211\u4ece\u8fd9\u91cc\u8d77\u6b65\uff0c\u5bf9\u836f\u7406\u5b66\u4ea7\u751f\u4e86\u5174\u8da3\uff0c\u73b0\u5728\u53c8\u56de\u5230\u4e86\u8fd9\u91cc\u3002<\/p>\n<p>Erika Stanzl\uff1a\u4e3a\u4e86\u4fbf\u4e8e\u7406\u89e3\uff0c\u60a8\u80fd\u7ed9\u6211\u4eec\u4ecb\u7ecd\u4e00\u4e0b\u827e\u4f2f\u7ef4\u4ee5\u53ca\u60a8\u6240\u5173\u6ce8\u7684\u9886\u57df\u5417?<\/p>\n<p>Howard Jacob\uff1a\u6211\u88ab\u8058\u8bf7\u9886\u5bfc\u827e\u4f2f\u7ef4\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76\u4e2d\u5fc3\uff0c\u8fd9\u662f\u4e00\u4e2a\u5168\u7403\u6027\u7ec4\u7ec7\uff0c\u6db5\u76d6\u7ec4\u5b66\u6570\u636e\u751f\u6210\u3001\u6240\u6709\u8ba1\u7b97\u56e2\u961f\u3001\u529f\u80fd\u57fa\u56e0\u7ec4\u5b66\u3001CRISPR\u7b5b\u9009\u3001\u4eba\u7c7b\u9057\u4f20\u5b66\u548c\u836f\u7269\u57fa\u56e0\u7ec4\u5b66\u3002\u6211\u4eec\u8fd9\u4e2a\u5927\u7ea6\u6709140\u4eba\u7684\u5e9e\u5927\u56e2\u961f\uff0c\u4ece\u65e9\u671f\u53d1\u73b0\u5230\u4f01\u4e1a\u6218\u7565\u3001\u751f\u7269\u5236\u54c1\u5236\u9020\u4ee5\u53ca\u4e0a\u5e02\u540e\u5206\u6790\uff0c\u4e3a\u6574\u4e2a\u7ec4\u7ec7\u63d0\u4f9b\u5e2e\u52a9\uff0c\u6211\u7684\u53e6\u4e00\u9879\u5de5\u4f5c\u662f\u9886\u5bfc\u827e\u4f2f\u7ef412600\u540d\u7814\u53d1\u4eba\u5458\u7684\u6570\u636e\u96c6\u6210\u5de5\u4f5c\uff0c\u6211\u4eec\u7684\u4f18\u52bf\u5728\u4e8e\u62e5\u6709\u6240\u6709\u8fd9\u4e9b\u51fa\u8272\u7684\u3001\u96c6\u4e2d\u7684\u6570\u636e\uff0c\u8fd9\u662f\u6211\u4eec\u5f00\u5c55AI\u548cML\u7814\u7a76\u6240\u9700\u7684\u3002<\/p>\n<p>Erika Stanzl\uff1a\u827e\u4f2f\u7ef4\u5982\u4f55\u5e94\u7528AI\u548cML\uff0c\u5230\u76ee\u524d\u4e3a\u6b62\u53d6\u5f97\u4e86\u54ea\u4e9b\u6210\u529f?<\/p>\n<p>Howard Jacob\uff1aPhilip Hajduk(\u827e\u4f2f\u7ef4\u7814\u53d1\u4fe1\u606f\u7814\u7a76\u526f\u603b\u88c1)\u548c\u4ed6\u7684\u56e2\u961f\u82b1\u4e86\u597d\u51e0\u5e74\u65f6\u95f4\u642d\u5efa\u5e73\u53f0\uff0c\u6574\u5408\u4e86\u6211\u4eec\u6240\u6709\u7684\u6570\u636e\uff0c\u5305\u62ec\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\uff0c\u5236\u5b9a\u4e86\u76f8\u5173\u653f\u7b56\uff0c\u5e76\u8ba9\u6240\u6709\u4eba\u53c2\u4e0e\u8fdb\u6765\u3002\u6211\u4eec\u7684\u77e5\u8bc6\u56fe\u8c31\u4e2d\u5927\u7ea6\u670920\u4ebf\u6761\u8fb9\u3002\u6211\u89c9\u5f97\uff0c\u867d\u7136AI\u548cML\u5df2\u7ecf\u88ab\u5bc4\u4e88\u539a\u671b30\u5e74\u4e86\uff0c\u6211\u4eec\u8fd8\u6709\u4e00\u4e9b\u65f6\u95f4\uff0c\u4f46\u662f\u54c7!\u5728\u8fc7\u53bb\u4e00\u5e74\u751a\u81f3\u516d\u4e2a\u6708\u91cc\uff0c\u5b83\u7a81\u7136\u5c31\u706b\u4e86\u8d77\u6765\u3002<\/p>\n<p>\u5728\u8fc7\u53bb\u4e00\u5e74\u91cc\uff0c\u827e\u4f2f\u7ef4\u5185\u90e8\u5df2\u7ecf\u5f00\u59cb\u5ba1\u89c6\u4e00\u5207\u2014\u2014\u65e9\u671f\u9776\u70b9\u53d1\u73b0\u3001\u9776\u70b9\u5f00\u53d1\u3001\u751f\u7269\u5236\u54c1\u8bbe\u8ba1\u4ee5\u53ca\u60a3\u8005\u62db\u52df\u548c\u53c2\u4e0e\u3002\u63a5\u53d7\u5ea6\u4e4b\u9ad8\u7b80\u76f4\u4ee4\u4eba\u60ca\u53f9\uff0c\u6211\u5f88\u9ad8\u5174\u6211\u4eec\u5df2\u7ecf\u5efa\u7acb\u4e86\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u5feb\u901f\u5f00\u5c55\u5de5\u4f5c\u3002\u6211\u4eec\u5df2\u7ecf\u4ece\u601d\u8003\u9636\u6bb5\u8fc7\u6e21\u5230\u4e86\u51b2\u523a\u9636\u6bb5\uff0c\u6240\u4ee5\u8fd9\u4e00\u5e74\u771f\u662f\u975e\u540c\u5bfb\u5e38\u3002<\/p>\n<h4>\u5229\u7528\u6570\u636e\u5bfb\u627e\u66f4\u597d\u7684\u533b\u7597\u89e3\u51b3\u65b9\u6848<\/h4>\n<p>Alex Devereson\uff1a\u8bf4\u5230\u8fd9\u4e00\u70b9\uff0c\u5728\u60a8\u7684\u4e13\u4e1a\u9886\u57df\u2014\u2014\u57fa\u56e0\u7ec4\u5b66\u3001\u7814\u7a76\u548c\u7cbe\u51c6\u533b\u7597\u4e2d\uff0c\u60a8\u5bf9\u54ea\u4e9b\u6cbb\u7597\u9886\u57df\u6700\u611f\u5174\u8da3?<\/p>\n<p>Howard Jacob\uff1a\u6211\u6700\u611f\u5174\u8da3\u7684\u662f\u7814\u7a76\u6240\u6709\u6570\u636e\uff0c\u5f00\u59cb\u771f\u6b63\u601d\u8003\u6cbb\u6108\u65b9\u6cd5\u3002\u6211\u4eec\u51e0\u5e74\u524d\u5c31\u5236\u5b9a\u4e86\u6cbb\u6108\u8ba1\u5212\uff0c\u4f46\u6574\u5408\u4fe1\u606f\u4e00\u76f4\u662f\u4e2a\u6311\u6218\u3002\u73b0\u5728\uff0c\u6211\u4eec\u628a\u6240\u6709\u6570\u636e\uff0c\u5305\u62ec\u5916\u90e8\u6570\u636e\uff0c\u90fd\u96c6\u4e2d\u5728\u4e00\u4e2a\u5730\u65b9\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528AI\u548cML\u63d0\u51fa\u95ee\u9898\u5e76\u8bc6\u522b\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u7814\u7a76\u75be\u75c5\u7684\u5206\u5b50\u6307\u7eb9\uff0c\u5df2\u7ecf\u53d1\u73b0\u4e86\u6570\u767e\u4e2a\u57fa\u56e0\uff0c\u4f46\u8fd9\u5bf9\u4e8e\u8bca\u65ad\u6765\u8bf4\u5e76\u4e0d\u5b9e\u7528\u3002\u5229\u7528AI\u548cML\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5176\u63d0\u70bc\u6210\u5c11\u6570\u5173\u952e\u57fa\u56e0\uff0c\u7528\u4e8e\u521b\u5efa\u8bca\u65ad\u65b9\u6cd5\u3002\u8fd9\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u53d8\u5316\u3002<\/p>\n<p>\u5f53\u4eca\u7684\u533b\u5b66\u57fa\u4e8e\u98ce\u6e7f\u75c5\u5b66\u3001\u76ae\u80a4\u75c5\u5b66\u548c\u80bf\u7624\u5b66\u7b49\u5b66\u79d1\uff0c\u4f46\u4eba\u4f53\u5e76\u4e0d\u77e5\u9053\u8fd9\u4e9b\u9886\u57df;\u5b83\u53ea\u662f\u5728\u52aa\u529b\u7ef4\u6301\u4f53\u5185\u5e73\u8861\u3002\u73b0\u5728\uff0c\u6709\u4e86\u6240\u6709\u8fd9\u4e9b\u6570\u636e\u548c\u5206\u6790\u6570\u636e\u7684\u80fd\u529b\uff0c\u6211\u4eec\u5c06\u53d1\u73b0\u9002\u5e94\u75c7\u7684\u6269\u5c55\u548c\u66f4\u51c6\u786e\u7684\u75be\u75c5\u5b9a\u4e49\u3002\u6211\u4eec\u5c06\u610f\u8bc6\u5230\u8fd9\u4e9b\u9886\u57df\u662f\u76f8\u4e92\u91cd\u53e0\u7684\uff0c\u800c\u6211\u4eec\u5b9e\u8df5\u533b\u5b66\u7684\u65b9\u5f0f\u8fc7\u4e8e\u50f5\u5316\u3002\u6211\u4eec\u5c06\u4e0d\u5fc5\u518d\u8fd9\u6837\u505a\u3002<\/p>\n<p>\u6211\u4eec\u6709\u65f6\u4f1a\u5c06AI\u548cML\u7684\u8f93\u51fa\u7ed3\u679c\u4e0e\u5b8c\u7f8e\u7ed3\u679c\u8fdb\u884c\u6bd4\u8f83\uff0c\u800c\u4e0d\u662f\u4e0e\u6211\u4eec\u5728\u6ca1\u6709\u6280\u672f\u7684\u60c5\u51b5\u4e0b\u4f1a\u5f97\u51fa\u7684\u7ed3\u679c\u8fdb\u884c\u6bd4\u8f83\u3002\u6211\u4eec\u6b63\u5904\u4e8e\u4e00\u4e2a\u6781\u5ea6\u6000\u7591\u7684\u9636\u6bb5\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5728\u6307\u51faAI\u548cML\u4e0d\u8d77\u4f5c\u7528\u7684\u5730\u65b9\uff0c\u800c\u4e0d\u662f\u8bf4\u6211\u4eec\u9700\u8981\u7ee7\u7eed\u6539\u8fdb\u5b83\u4eec\u3002\u5efa\u7acb\u4fe1\u4efb\u662f\u5173\u952e\u3002\u6211\u4eec\u5fc5\u987b\u63d0\u5347\u5bf9\u8bdd\u5c42\u6b21\uff0c\u5173\u6ce8\u5b83\u4eec\u64c5\u957f\u7684\u9886\u57df\uff0c\u4ee5\u53ca\u6211\u4eec\u5982\u4f55\u5229\u7528\u5b83\u4eec\u7ee7\u7eed\u53d8\u5f97\u66f4\u597d\u3002\u6211\u5728\u57fa\u56e0\u7ec4\u5b66\u521a\u521a\u5174\u8d77\u65f6\u4e5f\u770b\u5230\u4e86\u540c\u6837\u7684\u60c5\u51b5\uff0c\u4eba\u4eec\u89c9\u5f97\u8fd9\u662f\u6d6a\u8d39\u94b1\uff0c\u73b0\u5728\u6211\u4eec\u4e0d\u518d\u6709\u8fd9\u6837\u7684\u5bf9\u8bdd\u4e86\uff0c\u8fd9\u91cc\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8eAI\u548cML\u88ab\u91c7\u7528\u7684\u8d85\u5feb\u901f\u5ea6\u3002<\/p>\n<p>Navraj Nagra\uff1a\u60a8\u5982\u4f55\u770b\u5f85\u5728\u4f01\u4e1a\u5185\u90e8\u5efa\u8bbe\u6570\u636e\u80fd\u529b\uff0c\u4ee5\u53ca\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u4ee5\u786e\u4fdd\u8fd9\u4e9b\u80fd\u529b\u5f97\u5230\u5e94\u7528?<\/p>\n<p>Howard Jacob\uff1a\u5efa\u8bbe\u80fd\u529b\u662f\u4e00\u9879\u6709\u8da3\u7684\u6311\u6218\u3002\u5728\u6700\u8fd1\u5411\u8463\u4e8b\u4f1a\u7684\u4e00\u4e2a\u5b50\u96c6\u505a\u7684\u6c47\u62a5\u4e2d\uff0c\u6211\u8bf4\u827e\u4f2f\u7ef4\u662f\u4e00\u5bb6\u5229\u7528\u6570\u636e\u7814\u53d1\u836f\u7269\u7684\u79d1\u5b66\u9a71\u52a8\u578b\u516c\u53f8\uff0c\u4f46\u5728\u672a\u6765\uff0c\u6211\u4eec\u5c06\u6210\u4e3a\u4e00\u5bb6\u5229\u7528\u79d1\u5b66\u7814\u53d1\u836f\u7269\u7684\u6570\u636e\u9a71\u52a8\u578b\u516c\u53f8\u3002\u6211\u4eec\u5c06\u9700\u8981\u65b0\u7684\u4eba\u624d\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u6570\u636e\u5bfc\u822a\u80fd\u529b\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u5236\u5b9a\u653f\u7b56\u6765\u4f7f\u7528\u6570\u636e\uff0c\u5e76\u66f4\u653e\u5fc3\u5730\u5728\u4ee5\u524d\u672a\u66fe\u8003\u8651\u8fc7\u7684\u9886\u57df\u8fdb\u884c\u6295\u8d44\u3002<\/p>\n<p>\u6211\u4eec\u9700\u8981\u80fd\u591f\u5c06\u5927\u91cf\u6570\u636e\u8f6c\u5316\u4e3a\u79d1\u5b66\u5bb6\u53ef\u4ee5\u5229\u7528\u7684\u4e1c\u897f\u7684\u4eba\u624d\uff0c\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u80fd\u529b\u3002\u4efb\u4f55\u4e00\u5bb6\u5236\u836f\u516c\u53f8\u53ef\u80fd\u90fd\u6ca1\u6709\u8db3\u591f\u7684\u6570\u636e\uff0c\u90a3\u4e48\u6211\u4eec\u5982\u4f55\u805a\u5408\u6570\u636e\u5e76\u6dfb\u52a0\u533b\u7597\u6570\u636e\u5462?\u6bcf\u4e2a\u4eba\u8fd8\u9700\u8981\u5efa\u7acb\u9002\u5f53\u7684\u4fdd\u969c\u63aa\u65bd\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u4fdd\u62a4\u548c\u8d1f\u8d23\u4efb\u5730\u4f7f\u7528AI\uff0c\u540c\u65f6\u8ddf\u4e0a\u4e0d\u65ad\u53d8\u5316\u7684\u76d1\u7ba1\u73af\u5883\u3002<\/p>\n<h4>\u4e3a\u60a3\u8005\u63d0\u4f9b\u66f4\u5168\u9762\u62a4\u7406\u7684\u4f7f\u547d<\/h4>\n<p>Erika Stanzl\uff1a\u5728\u827e\u4f2f\u7ef4\uff0c\u60a8\u8fd8\u6709\u5176\u4ed6\u4e00\u4e9b\u542c\u4f17\u53ef\u80fd\u89c9\u5f97\u6709\u8da3\u3001\u5e76\u4e14\u80fd\u89e6\u52a8\u60a8\u5185\u5fc3\u7684\u9879\u76ee\u5417?<\/p>\n<p>Howard Jacob\uff1a\u6211\u5f88\u9ad8\u5174\u80fd\u901a\u8fc7\u827e\u4f2f\u7ef4\u7814\u7a76\u534f\u4f5c\u9879\u76ee\u4e0e\u6211\u4eec\u7684\u60a3\u8005\u5408\u4f5c\u5f00\u5c55\u53d1\u73b0\u5de5\u4f5c\u3002\u6211\u4eec\u5e0c\u671b\u5411\u4ed6\u4eec\u5b66\u4e60\uff0c\u5e76\u8ba9\u4ed6\u4eec\u53d1\u51fa\u81ea\u5df1\u7684\u58f0\u97f3\u3002\u6211\u4eec\u8ba4\u4e3a\u6211\u4eec\u53ef\u4ee5\u521b\u9020\u4e00\u4e2a\u5b89\u5168\u7684\u73af\u5883\uff0c\u5e76\u4ece\u53ef\u4fe1\u7684\u6765\u6e90\u4e3a\u4eba\u4eec\u63d0\u4f9b\u75be\u75c5\u4fe1\u606f\u3002\u6211\u4eec\u90fd\u662f\u6d3b\u751f\u751f\u7684\u5b9e\u9a8c\u3002\u5982\u679c\u6211\u4eec\u56de\u5230\u533b\u5b66\u88ab\u5212\u5206\u4e3a\u4e0d\u540c\u9886\u57df\u7684\u8fd9\u4e2a\u4e8b\u5b9e\u4e0a\u6765\uff0c\u6211\u4eec\u6240\u6709\u4eba\u5728\u751f\u7406\u4e0a\u90fd\u4f1a\u5728\u751f\u6d3b\u4e2d\u53d1\u751f\u591a\u79cd\u4e8b\u60c5\u3002\u6ca1\u6709\u4eba\u53ea\u60a3\u6709\u4e00\u79cd\u75be\u75c5\uff0c\u4f46\u6211\u4eec\u5374\u5b64\u7acb\u5730\u6cbb\u7597\u75be\u75c5\u3002\u5982\u679c\u6211\u4eec\u5f00\u59cb\u4ece\u6574\u4f53\u7684\u89d2\u5ea6\u6765\u770b\u5f85\u5b83\u5462?\u6240\u4ee5\u8fd9\u662f\u6211\u7684\u70ed\u60c5\u6240\u5728\u3002<\/p>\n<p>Navraj Nagra\uff1a\u5728\u57fa\u56e0\u7ec4\u6570\u636e\u5927\u89c4\u6a21\u6c11\u4e3b\u5316\u7684\u65f6\u4ee3\uff0c\u60a8\u548c\u827e\u4f2f\u7ef4\u5982\u4f55\u8003\u8651\u5229\u7528\u5b83\u6765\u8bca\u65ad\u548c\u4e3a\u60a3\u8005\u63d0\u4f9b\u62a4\u7406?<\/p>\n<p>Howard Jacob\uff1a\u6211\u4eec\u56de\u987e\u4e86\u4e4b\u524d\u7684\u4e34\u5e8a\u8bd5\u9a8c\u5e76\u8fdb\u884c\u4e86\u57fa\u56e0\u7ec4\u6d4b\u5e8f\uff0c\u53d1\u73b0\u4e86\u4e00\u4e9b\u5982\u679c\u63d0\u524d\u77e5\u9053\u4f1a\u975e\u5e38\u597d\u7684\u4fe1\u606f\u3002\u73b0\u5728\u6211\u4eec\u6b63\u5728\u91cd\u65b0\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u6765\u5bfb\u627e\u751f\u7269\u6807\u5fd7\u7269\u7b49\u3002\u6211\u4eec\u8fd8\u5f00\u59cb\u4ece\u57fa\u56e0\u7ec4\u6d4b\u5e8f\u548c\u8f6c\u5f55\u7ec4\u5b66\u4e2d\u83b7\u53d6\u60a3\u8005\u6570\u636e\u96c6\uff0c\u4ee5\u4fbf\u6211\u4eec\u80fd\u591f\u8bbe\u8ba1\u66f4\u597d\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3002<\/p>\n<p>Navraj Nagra\uff1a\u5982\u4eca\uff0c\u5927\u591a\u6570\u533b\u7597\u4fdd\u5065\u90fd\u662f\u9488\u5bf9\u4eba\u7fa4\u5c42\u9762\u7684\u3002\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u5f00\u59cb\u4e86\u89e3\u81ea\u5df1\u7684\u4e2a\u6027\u5316\u98ce\u9669\u8bc4\u5206\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5f7b\u5e95\u6539\u53d8\u533b\u5b66\u5b9e\u8df5\u7684\u65b9\u5f0f\u3002\u4f46\u662f\uff0c\u5df2\u7ecf\u627f\u53d7\u7740\u5de8\u5927\u538b\u529b\u7684\u533b\u7597\u4f53\u7cfb\uff0c\u662f\u5426\u51c6\u5907\u597d\u63a5\u53d7\u8fd9\u79cd\u7a0b\u5ea6\u7684\u53d8\u9769\u4e86\u5462?<\/p>\n<p>Howard Jacob\uff1a\u5982\u4eca\uff0c\u6211\u4eec\u6709\u7684\u662f\u75be\u75c5\u62a4\u7406\u4f53\u7cfb\uff0c\u800c\u4e0d\u662f\u533b\u7597\u4fdd\u5065\u4f53\u7cfb\u3002\u6211\u4eec\u5e94\u5bf9\u5371\u673a\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u5b9e\u8df5\u533b\u5b66\u7684\u65b9\u5f0f\u3002\u5728\u51fa\u73b0\u95ee\u9898\u4e4b\u524d\uff0c\u6211\u4eec\u4e0d\u60f3\u82b1\u94b1\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u4f53\u7cfb\u7684\u6784\u5efa\u65b9\u5f0f\uff0c\u4e5f\u662f\u85aa\u916c\u7684\u8fd0\u4f5c\u65b9\u5f0f\u3002\u9884\u9632\u6027\u62a4\u7406\u624d\u662f\u771f\u6b63\u7684\u533b\u7597\u4fdd\u5065\u3002\u4f5c\u4e3a\u4e00\u5bb6\u516c\u53f8\uff0c\u6211\u4eec\u8003\u8651\u7684\u662f\u6cbb\u6108\u65b9\u6cd5\uff0c\u6211\u4eec\u6709\u6cbb\u6108\u8ba1\u5212\uff0c\u8fd9\u5c31\u662f\u533b\u7597\u4fdd\u5065\u4e0e\u75be\u75c5\u62a4\u7406\u7684\u533a\u522b\uff0c\u6211\u4eec\u5f00\u59cb\u770b\u5230\u8fd9\u4e9b\u89c2\u5ff5\u4e0a\u7684\u8f6c\u53d8\uff0c\u5e0c\u671b\u8fd9\u80fd\u5e26\u6765\u6539\u53d8\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28249\" class=\"pvc_stats total_only  \" data-element-id=\"28249\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 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src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u827e\u4f2f\u7ef4\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76\u526f\u603b\u88c1Howard Jacob\u9610\u8ff0\u4e86AI\u3001ML\u4e0e\u57fa\u56e0\u7ec4\u5b66\u5982\u4f55\u5171\u540c\u63a8\u52a8\u533b\u5b66\u4ece\u201c\u75be\u75c5\u62a4\u7406\u201d\u8fc8\u5411\u201c [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28249\" class=\"pvc_stats total_only  \" data-element-id=\"28249\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":28250,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1997],"class_list":["post-28249","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-ai"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/28249","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=28249"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/28249\/revisions"}],"predecessor-version":[{"id":28251,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/28249\/revisions\/28251"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/28250"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=28249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=28249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=28249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}