{"id":6628,"date":"2026-03-30T20:12:48","date_gmt":"2026-03-30T12:12:48","guid":{"rendered":"https:\/\/moresourcing.com\/when-not-to-use-ai\/"},"modified":"2026-03-30T20:12:48","modified_gmt":"2026-03-30T12:12:48","slug":"when-not-to-use-ai","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/zh_tw\/when-not-to-use-ai\/","title":{"rendered":"\u4f55\u6642\u4e0d\u4f7f\u7528\u4eba\u5de5\u667a\u6167"},"content":{"rendered":"<p><\/p>\n<div>\n<div class=\"article-left-col\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u4e3b\u984c<\/h4>\n<\/section>\n<section class=\"article-section\">\n<h4 class=\"article-section__title\">\u5c08\u6b04<\/h4>\n<p>\n            \u6211\u5011\u7684\u5c08\u5bb6\u5c08\u6b04\u4f5c\u5bb6\u91dd\u5c0d\u73fe\u4ee3\u4f01\u696d\u548c\u7ba1\u7406\u8005\u6240\u9762\u81e8\u7684\u91cd\u8981\u8b70\u984c\u63d0\u4f9b\u610f\u898b\u548c\u5206\u6790\u3002        <\/p>\n<p>        <a href=\"https:\/\/sloanreview.mit.edu\/series\/column\/\" class=\"article-section__link\"><\/p>\n<p>           \u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9<br \/>\n                      <\/a><\/p>\n<\/section><\/div>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<figure class=\"article-inline\">\n<img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" alt=\"\" class=\"wp-image-126264\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/When-Not-to-Use-AI.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-435x290.jpg 435w\" data-lazy-sizes=\"(max-width: 1290px) 100vw, 1290px\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/When-Not-to-Use-AI.jpg\"\/><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/When-Not-to-Use-AI.jpg\" alt=\"\" class=\"wp-image-126264\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/When-Not-to-Use-AI.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/Laker-1290x860-1-435x290.jpg 435w\" sizes=\"(max-width: 1290px) 100vw, 1290px\"\/><figcaption>\n<p class=\"attribution\">Carolyn Geason-Beissel\/MIT SMR | Getty Images<\/p>\n<\/figcaption><\/figure>\n<div class=\"article-summary\"><strong class=\"article-summary__strong\">\u6458\u8981\uff1a <\/strong><\/p>\n<p>\u4eba\u5de5\u667a\u6167\u53ef\u80fd\u6703\u52a0\u901f\u5de5\u4f5c\uff0c\u4f46\u5b83\u4e0d\u80fd\u9818\u5c0e\u4eba\u985e\u3002 <cite>MIT SMR<\/cite> \u5c08\u6b04\u4f5c\u5bb6\u672c\u5091\u660e\u00b7\u840a\u514b\uff08Benjamin Laker\uff09\u5efa\u8b70\u5c07\u6a5f\u68b0\u4efb\u52d9\u7559\u7d66\u4eba\u5de5\u667a\u6167\uff0c\u9019\u6a23\u4f60\u5c31\u53ef\u4ee5\u5c08\u6ce8\u65bc\u6709\u610f\u7fa9\u7684\u5de5\u4f5c\u2014\u2014\u9019\u4e9b\u5de5\u4f5c\u9700\u8981\u4eba\u985e\u64c5\u9577\u7684\u7ba1\u7406\u6280\u80fd\u3002\u4ed6\u5efa\u8b70\uff0c\u4f9d\u9760\u81ea\u5df1\u7684\u5224\u65b7\u4f86\u50b3\u9054\u8a0a\u606f\u4e26\u505a\u51fa\u6d89\u53ca\u50f9\u503c\u89c0\u3001\u95dc\u4fc2\u6216\u4fe1\u4efb\u7684\u6c7a\u5b9a\u3002\u9019\u662f\u4f60\u8eab\u70ba\u7d93\u7406\u7684\u5de5\u4f5c\uff0c\u4e5f\u662f\u4e0d\u8a72\u5916\u5305\u7d66\u4eba\u5de5\u667a\u6167\u7684\u8cac\u4efb\u3002<\/p>\n<\/div>\n<p><span class=\"smr-leadin\">\u4eba\u5de5\u667a\u6167\u53ef\u671b\u57f9\u990a\u7ba1\u7406\u8005<\/span> \u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u8b93\u4ed6\u5011\u66f4\u5feb\u7372\u5f97\u66f4\u591a\u8cc7\u8a0a\u3002\u5b83\u53ef\u4ee5\u8d77\u8349\u8a08\u5283\u3001\u7e3d\u7d50\u5831\u544a\uff0c\u751a\u81f3\u6307\u5c0e\u60a8\u5982\u4f55\u63d0\u4f9b\u56de\u994b\u3002\u7136\u800c\uff0c\u5982\u679c\u4f60\u9858\u610f\u7684\u8a71\uff0c\u52a0\u901f\u6c7a\u7b56\u7684\u6280\u8853\u4e5f\u53ef\u80fd\u6703\u524a\u5f31\u4f60\u7684\u5224\u65b7\u529b\u3002\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u4f9d\u8cf4\u592a\u5c11\uff0c\u4f60\u5c31\u6703\u932f\u904e\u5b83\u7684\u512a\u9ede\u3002\u904e\u5ea6\u4f9d\u8cf4\u5b83\uff0c\u4f60\u5c31\u6709\u53ef\u80fd\u5c07\u4f60\u7684\u601d\u7dad\u59d4\u8a17\u7d66\u5176\u4ed6\u4eba\uff0c\u800c\u4e0d\u662f\u92b3\u5316\u5b83\u3002<\/p>\n<p>\u4eba\u5de5\u667a\u6167\u6642\u4ee3\u7684\u9818\u5148\u53d6\u6c7a\u65bc\u5e73\u8861\u3002\u4f60\u9700\u8981\u77e5\u9053\u4ec0\u9ebc\u6642\u5019\u8b93\u6f14\u7b97\u6cd5\u6e1b\u8f15\u8ca0\u64d4\uff0c\u4ec0\u9ebc\u6642\u5019\u8b93\u4f60\u81ea\u5df1\u627f\u64d4\u91cd\u64d4\uff0c\u9019\u6a23\u4f60\u7684\u5224\u65b7\u529b\u624d\u80fd\u4fdd\u6301\u5f37\u5927\u3002<\/p>\n<h3>\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5e6b\u52a9\u60a8\u66f4\u5feb\u601d\u8003<\/h3>\n<p>\u4eba\u5de5\u667a\u6167\u64c5\u9577\u58d3\u7e2e\u6642\u9593\u3002\u5b83\u53ef\u4ee5\u6383\u63cf\u5927\u91cf\u8a0a\u606f\uff0c\u7d9c\u5408\u95dc\u9375\u9ede\uff0c\u4e26\u5728\u5e7e\u79d2\u9418\u5167\u7522\u751f\u6587\u4ef6\u6216\u7c21\u5831\u7684\u521d\u7a3f\u3002\u5982\u679c\u4f7f\u7528\u5f97\u7576\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u52a0\u901f\u7ba1\u7406\u5de5\u4f5c\u4e2d\u6700\u6162\u7684\u90e8\u5206\uff1a\u6536\u96c6\u8cc7\u6599\u3001\u6e96\u5099\u6750\u6599\u548c\u5c0b\u627e\u6a21\u5f0f\u3002<\/p>\n<p>\u7576\u6642\u9593\u7dca\u5f35\u6642\uff0c\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u4f86\u8655\u7406\u57fa\u790e\u5de5\u4f5c\uff0c\u9019\u6a23\u4f60\u5c31\u53ef\u4ee5\u5c08\u6ce8\u65bc\u610f\u7fa9\u5efa\u69cb\u3002\u8b93\u5b83\u6982\u8ff0\u4e00\u4efd\u5831\u544a\uff0c\u4ee5\u4fbf\u60a8\u53ef\u4ee5\u5c07\u7cbe\u529b\u82b1\u5728\u771f\u6b63\u7684\u7ba1\u7406\u5de5\u4f5c\u4e0a\uff1a\u6c7a\u5b9a\u54ea\u4e9b\u767c\u73fe\u5f88\u91cd\u8981\uff0c\u54ea\u4e9b\u8a0a\u865f\u8981\u512a\u5148\u8003\u616e\uff0c\u4ee5\u53ca\u5c0d\u7b56\u7565\u6216\u5f8c\u7e8c\u6b65\u9a5f\u7684\u5f71\u97ff\u662f\u4ec0\u9ebc\u3002\u8b93\u5b83\u7e3d\u7d50\u5718\u968a\u56de\u994b\uff0c\u4ee5\u4fbf\u60a8\u53ef\u4ee5\u5c08\u6ce8\u65bc\u8981\u63a1\u53d6\u7684\u884c\u52d5\u3002\u7528\u5b83\u4f86\u6e96\u5099\u7e3e\u6548\u8a55\u4f30\u7684\u8ac7\u8a71\u8981\u9ede\uff0c\u7136\u5f8c\u82b1\u6642\u9593\u898f\u5283\u4f60\u7684\u8a9e\u6c23\u548c\u8868\u9054\u65b9\u5f0f\u3002\u9019\u53ef\u4ee5\u8b93\u60a8\u638c\u63e1\u6c7a\u7b56\u6b0a\uff0c\u800c\u4e0d\u662f\u57cb\u982d\u65bc\u6e96\u5099\u5de5\u4f5c\u3002<\/p>\n<p>\u95dc\u9375\u662f\u5c07\u4eba\u5de5\u667a\u6167\u7684\u8f38\u51fa\u8996\u70ba\u539f\u6599\uff0c\u800c\u4e0d\u662f\u6210\u54c1\u3002\u6487\u53bb\u5b83\uff0c\u5851\u9020\u5b83\uff0c\u7136\u5f8c\u628a\u5b83\u8b8a\u6210\u4f60\u7684\u3002\u5982\u679c\u4f60\u5b8c\u5168\u6309\u7167\u751f\u6210\u7684\u65b9\u5f0f\u767c\u5e03\u6216\u5448\u73fe\u5b83\uff0c\u4f60\u5c31\u4e0d\u6703\u52a0\u901f\u4f60\u7684\u601d\u8003\u2014\u2014\u4f60\u53ea\u662f\u5728\u7e5e\u904e\u5b83\u3002\u6211\u5011\u7684\u76ee\u6a19\u662f\u900f\u904e\u6d1e\u5bdf\u529b\u5be6\u73fe\u901f\u5ea6\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u901f\u5ea6\u3002<\/p>\n<h3>\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5728\u54ea\u88e1\u5e73\u606f\u4f60\u7684\u5224\u65b7<\/h3>\n<p>\u7576\u901f\u5ea6\u958b\u59cb\u53d6\u4ee3\u5be9\u67e5\u6642\uff0c\u5371\u96aa\u5c31\u4f86\u4e86\u3002\u4eba\u5de5\u667a\u6167 <a href=\"https:\/\/sloanreview.mit.edu\/article\/validating-llm-output-prepare-to-be-persuasion-bombed\/\">\u81ea\u4fe1\u5730\u63d0\u51fa\u5efa\u8b70<\/a>\uff0c\u5373\u4f7f\u5b83\u5011\u5f88\u6dfa\u8584\u6216\u932f\u8aa4\u3002\u5b83\u6703\u8b93\u4f60\u8df3\u904e\u901a\u5e38\u6703\u9032\u884c\u7684\u7b2c\u4e8c\u6b21\u67e5\u770b\uff0c\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\uff0c\u9019\u6703\u524a\u5f31\u4f60\u7684\u5224\u65b7\u529b\u3002<\/p>\n<p>\u7576\u4f60\u505a\u51fa\u4f9d\u8cf4\u50f9\u503c\u89c0\u3001\u7d30\u5fae\u5dee\u5225\u6216\u95dc\u4fc2\u7684\u6c7a\u7b56\u6642\uff0c\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u7684\u98a8\u96aa\u6700\u9ad8\u2014\u2014\u800c\u9019\u4e9b\u6b63\u662f\u5b9a\u7fa9\u826f\u597d\u7ba1\u7406\u7684\u5de5\u4f5c\u3002\u4eba\u5de5\u667a\u6167\u7121\u6cd5\u611f\u77e5\u8b8a\u9769\u516c\u544a\u7684\u60c5\u611f\u5206\u91cf\u3001\u6649\u5347\u5468\u906d\u7684\u653f\u6cbb\u56e0\u7d20\u6216\u9677\u5165\u56f0\u5883\u7684\u54e1\u5de5\u4fe1\u5fc3\u7684\u8106\u5f31\u6027\u3002\u5b83\u6703\u7d66\u4f60\u4e00\u500b\u4e0d\u4e86\u89e3\u4eba\u985e\u80cc\u666f\u7684\u7b54\u6848\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5728\u62db\u52df\u4e2d\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5728\u5e7e\u79d2\u9418\u5167\u5217\u51fa\u5c65\u6b77\uff0c\u4f46\u5b83\u7121\u6cd5\u6839\u64da\u5019\u9078\u4eba\u5728\u9762\u8a66\u4e2d\u5982\u4f55\u8ac7\u8ad6\u632b\u6298\u4f86\u8861\u91cf\u4ed6\u5011\u7684\u9069\u61c9\u80fd\u529b\u3002\u5728\u7b56\u7565\u5236\u5b9a\u65b9\u9762\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u63ed\u793a\u7af6\u722d\u8da8\u52e2\uff0c\u4f46\u5b83\u7121\u6cd5\u611f\u77e5\u60a8\u7684\u5718\u968a\u5c0d\u5927\u81bd\u65b0\u65b9\u5411\u7684\u60c5\u611f\u53cd\u61c9\u3002\u5728\u9019\u4e9b\u6642\u523b\uff0c\u60a8\u7684\u5b58\u5728\u6bd4\u60a8\u7684\u751f\u7522\u529b\u66f4\u91cd\u8981\u3002<\/p>\n<p>\u5982\u679c\u4f60\u767c\u73fe\u81ea\u5df1\u63a5\u53d7\u4eba\u5de5\u667a\u6167\u7684\u8f38\u51fa\u800c\u4e0d\u5c0d\u5176\u9032\u884c\u7de8\u8f2f\uff0c\u8acb\u653e\u6162\u901f\u5ea6\u3002\u554f\u554f\u81ea\u5df1\uff1a\u5982\u679c\u6211\u7684\u540d\u5b57\u55ae\u7368\u51fa\u73fe\u5728\u9019\u500b\u5efa\u8b70\u4e0a\uff0c\u6211\u6703\u63a5\u53d7\u9019\u500b\u5efa\u8b70\u55ce\uff1f\u6211\u6703\u5411\u6211\u5c0a\u656c\u7684\u4eba\u5927\u8072\u8aaa\u51fa\u4f86\u55ce\uff1f\u9019\u4e9b\u554f\u984c\u91cd\u65b0\u5f15\u5165\u4e86\u554f\u8cac\u5236\u2014\u2014\u800c\u554f\u8cac\u5236\u4f7f\u5224\u65b7\u529b\u66f4\u52a0\u654f\u92b3\u3002<\/p>\n<aside class=\"article-ad ad-300  ad-300x600 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<h3>\u8b93\u4eba\u5de5\u667a\u6167\u5c31\u4f4d<\/h3>\n<p>\u60a8\u6709\u6a5f\u6703\u6df1\u601d\u719f\u616e\u5730\u9078\u64c7\u4eba\u5de5\u667a\u6167\u5982\u4f55\u4ee5\u53ca\u4f55\u6642\u80fd\u5920\u6700\u597d\u5730\u70ba\u60a8\u548c\u60a8\u7684\u5718\u968a\u670d\u52d9\u3002\u4ee5\u4e0b\u662f\u5145\u5206\u5229\u7528\u4eba\u5de5\u667a\u6167\u4ee5\u53ca\u60a8\u81ea\u5df1\u7684\u6280\u80fd\u7684\u4e09\u7a2e\u65b9\u6cd5\u3002<\/p>\n<h4>\u81ea\u52d5\u5316\u4efb\u52d9\uff0c\u800c\u4e0d\u662f\u4fe1\u4efb<\/h4>\n<p>\u4fdd\u6301\u5e73\u8861\u7684\u4e00\u500b\u5be6\u7528\u65b9\u6cd5\u662f\u5c07\u4f60\u7684\u5de5\u4f5c\u5206\u6210\u4efb\u52d9\u548c\u4fe1\u4efb\u3002\u4efb\u52d9\u662f\u53d7\u76ca\u65bc\u901f\u5ea6\u7684\u53ef\u91cd\u8907\u904e\u7a0b\u3002\u4fe1\u4efb\u662f\u7ba1\u7406\u7684\u4eba\u985e\u8ca8\u5e63\u2014\u2014\u5c07\u5718\u968a\u51dd\u805a\u5728\u4e00\u8d77\u7684\u4fe1\u5ff5\u3001\u60c5\u611f\u548c\u5fe0\u8aa0\u3002<\/p>\n<p>\u5728\u4efb\u52d9\u4e2d\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u3002\u8b93\u5b83\u8d77\u8349\u6642\u9593\u8868\u3001\u8655\u7406\u6578\u5b57\u6216\u7522\u751f\u5e7b\u71c8\u7247\u3002\u4e0d\u8981\u5728\u4fe1\u4efb\u81f3\u95dc\u91cd\u8981\u7684\u5730\u65b9\u4f7f\u7528\u5b83\u3002\u81ea\u5df1\u63d0\u4f9b\u56de\u994b\u3002\u7528\u81ea\u5df1\u7684\u8072\u97f3\u5beb\u4e0b\u4fc3\u92b7\u516c\u544a\u7684\u958b\u982d\u6bb5\u843d\u3002\u7528\u4f60\u81ea\u5df1\u7684\u60f3\u6cd5\u4f86\u6c7a\u5b9a\u4f55\u6642\u6539\u8b8a\u76ee\u6a19\u6216\u6279\u51c6\u8058\u7528\uff0c\u800c\u4e0d\u662f\u81ea\u52d5\u99d5\u99db\u3002<\/p>\n<p>\u9019\u7a2e\u5340\u5225\u4f7f\u4eba\u5de5\u667a\u6167\u6210\u70ba\u4f60\u7684\u5de5\u5177\uff0c\u800c\u4e0d\u662f\u4f60\u7684\u4ee3\u7406\u4eba\u3002\u7576\u4f60\u505a\u6709\u610f\u7fa9\u7684\u5de5\u4f5c\u6642\uff0c\u5b83\u505a\u6a5f\u68b0\u5de5\u4f5c\u3002<\/p>\n<p>\u8003\u616e\u4e00\u4e0b\u6bcf\u9031\u7684\u5718\u968a\u6703\u8b70\u3002\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5e6b\u52a9\u60a8\u5236\u5b9a\u8b70\u7a0b\u3001\u8868\u9762\u6307\u6a19\u4e26\u5f59\u7e3d\u5718\u968a\u5c08\u6848\u59d4\u54e1\u6703\u7684\u554f\u984c\u3002\u4f46\u6703\u8b70\u7684\u57fa\u8abf\u2014\u2014\u4eba\u5011\u662f\u5426\u611f\u5230\u88ab\u50be\u807d\u3001\u88ab\u91cd\u8996\u548c\u88ab\u6fc0\u52f5\u2014\u2014\u662f\u4f60\u81ea\u5df1\u5275\u9020\u7684\u3002\u6c92\u6709\u6f14\u7b97\u6cd5\u53ef\u4ee5\u70ba\u4f60\u505a\u5230\u9019\u4e00\u9ede\u3002\u7576\u4fe1\u4efb\u53d7\u5230\u5a01\u8105\u6642\uff0c\u62b5\u5236\u5916\u5305\u7684\u885d\u52d5\u3002<\/p>\n<h4>\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u62d3\u5bec\u8996\u91ce\uff0c\u800c\u4e0d\u662f\u7e2e\u5c0f\u8996\u91ce<\/h4>\n<p>\u53e6\u4e00\u500b\u9677\u9631\u662f\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u53ea\u662f\u70ba\u4e86\u78ba\u8a8d\u4f60\u5df2\u7d93\u76f8\u4fe1\u7684\u4e8b\u60c5\u3002\u56e0\u70ba\u9019\u4e9b\u5de5\u5177\u7684\u8a2d\u8a08\u662f\u4ee4\u4eba\u6109\u5feb\u7684\uff0c\u6240\u4ee5\u5b83\u5011\u6703\u5f88\u6a02\u610f\u7522\u751f\u652f\u6301\u4f60\u7684\u76f4\u89ba\u7684\u8ad6\u9ede\u3002\u9019\u53ef\u4ee5\u8b93\u4f60\u611f\u89ba\u66f4\u52a0\u679c\u65b7\uff0c\u540c\u6642\u5be6\u969b\u4e0a\u9650\u5236\u4e86\u4f60\u8003\u616e\u7684\u9078\u64c7\u3002<\/p>\n<div class=\"callout-pullquote callout-pullquote--no-quote\" data-aos-duration=\"900\" data-aos-anchor-placement=\"bottom-bottom\" data-aos-easing=\"ease-out-back\" data-aos=\"fade-new-left\">\n<p class=\"callout-pullquote__quote\">\n\t\t\t\t\t\u7576\u4fe1\u4efb\u53d7\u5230\u5a01\u8105\u6642\uff0c\u62b5\u5236\u5916\u5305\u7684\u885d\u52d5\u3002\n\t\t\t\t\t<\/p>\n<\/div>\n<p>\u70ba\u4e86\u907f\u514d\u9677\u5165\u81ea\u5df1\u7684\u60f3\u6cd5\uff0c\u5076\u723e\u6307\u793a\u4eba\u5de5\u667a\u6167\u5c0d\u4f60\u7684\u9996\u9078\u9078\u9805\u63d0\u51fa\u53cd\u99c1\u3002\u5982\u679c\u60a8\u50be\u5411\u65bc\u91cd\u7d44\u5718\u968a\uff0c\u8acb\u8a62\u554f\u4e0d\u9019\u6a23\u505a\u7684\u539f\u56e0\u3002\u5982\u679c\u60a8\u6e96\u5099\u597d\u6279\u51c6\u9810\u7b97\uff0c\u8acb\u5c0b\u6c42\u6700\u6709\u529b\u7684\u7406\u7531\u4f86\u62d2\u7d55\u5b83\u3002\u9019\u5c07\u8feb\u4f7f\u4f60\u5728\u505a\u51fa\u627f\u8afe\u4e4b\u524d\u9762\u5c0d\u53cd\u99c1\u2014\u2014\u4e26\u4e14\u5b83\u53ef\u4ee5\u9632\u6b62\u4f60\u50c5\u50c5\u56e0\u70ba\u6a5f\u5668\u56de\u61c9\u4e86\u4f60\u7684\u89c0\u9ede\u800c\u5c0d\u6c7a\u5b9a\u8b8a\u5f97\u904e\u65bc\u78ba\u5b9a\u3002<\/p>\n<p>\u6700\u597d\u7684\u7ba1\u7406\u8005\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u4f86\u6311\u6230\u4ed6\u5011\u7684\u601d\u7dad\uff0c\u800c\u4e0d\u662f\u7de9\u885d\u4ed6\u5011\u7684\u601d\u7dad\u3002\u4ed6\u5011\u628a\u5b83\u7576\u4f5c\u966a\u7df4\u5925\u4f34\uff0c\u800c\u4e0d\u662f\u5566\u5566\u968a\u9577\u3002<\/p>\n<h4>\u5efa\u7acb\u500b\u4eba\u8b77\u6b04<\/h4>\n<p>\u5373\u4f7f\u662f\u7d93\u9a57\u8c50\u5bcc\u7684\u7ba1\u7406\u8005\u4e5f\u53ef\u80fd\u6703\u5f9e\u660e\u667a\u5730\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u8f49\u5411\u904e\u5ea6\u4f9d\u8cf4\u5b83\u3002\u9019\u7a2e\u8f49\u8b8a\u662f\u5fae\u5999\u7684\u2500\u2500\u800c\u4e14\u5e38\u5e38\u8b93\u4eba\u611f\u89ba\u6548\u7387\u5f88\u9ad8\u3002\u70ba\u4e86\u9632\u6b62\u9019\u7a2e\u60c5\u6cc1\u767c\u751f\uff0c\u5efa\u7acb\u4e00\u500b\u7c21\u55ae\u7684\u8b77\u6b04\uff1a\u8ffd\u8e64\u4f60\u4e00\u5929\u4e2d\u6709\u591a\u5c11\u6642\u9593\u8a8d\u70ba\u4f60\u4e0d\u80fd\u6388\u6b0a\u3002\u554f\u554f\u81ea\u5df1\uff1a\u6211\u662f\u5426\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u4f86\u589e\u5f37\u6216\u53d6\u4ee3\u6211\u7684\u601d\u7dad\uff1f\u6211\u662f\u5426\u6279\u5224\u6027\u5730\u904b\u7528\u4e86\u81ea\u5df1\u7684\u5224\u65b7\u529b\uff0c\u9084\u662f\u66f4\u81ea\u52d5\u5730\u63a5\u53d7\u4e86\u5efa\u8b70\uff1f\u9019\u4e9b\u554f\u984c\u8feb\u4f7f\u60a8\u5728\u6ed1\u884c\u4e4b\u524d\u8a3b\u610f\u5761\u5ea6\u3002<\/p>\n<p>\u6709\u4e9b\u9818\u5c0e\u8005\u6bcf\u9031\u90fd\u6703\u70ba\u300c\u7121\u4eba\u5de5\u667a\u6167\u601d\u7dad\u300d\u8a2d\u5b9a\u6642\u9593\u9650\u5236\u2014\u2014\u6c92\u6709\u63d0\u793a\uff0c\u6c92\u6709\u5de5\u5177\uff0c\u53ea\u6709\u975e\u7d50\u69cb\u5316\u7684\u53cd\u601d\u3002\u5176\u4ed6\u4eba\u5247\u5c07\u4eba\u5de5\u667a\u6167\u7684\u4f7f\u7528\u9650\u5236\u5728\u7279\u5b9a\u4efb\u52d9\u4e0a\uff0c\u4e26\u4fdd\u7559\u4e00\u4efd\u624b\u52d5\u6c7a\u7b56\u5217\u8868\uff0c\u4ee5\u4fbf\u4ed6\u5011\u80fd\u5920\u611f\u53d7\u5230\u5168\u90e8\u8cac\u4efb\u3002\u7121\u8ad6\u60a8\u9078\u64c7\u54ea\u7a2e\u65b9\u6cd5\uff0c\u95dc\u9375\u662f\u8981\u4e0d\u65b7\u5229\u7528\u81ea\u5df1\u7684\u5224\u65b7\u548c\u6279\u5224\u6027\u601d\u7dad\u3002<\/p>\n<hr class=\"break\"\/>\n<p>\u5728\u4eba\u5de5\u667a\u6167\u6642\u4ee3\u84ec\u52c3\u767c\u5c55\u4e26\u4e0d\u610f\u5473\u8457\u6700\u5feb\u5730\u63a1\u7528\u5b83\uff0c\u800c\u662f\u5728\u4f7f\u7528\u5b83\u6642\u4fdd\u6301\u660e\u986f\u7684\u4eba\u6027\u3002\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u52a0\u901f\u4f60\u7684\u5de5\u4f5c\uff0c\u4f46\u5b83\u4e0d\u5728\u4e4e\u3002\u5b83\u53ef\u4ee5\u7522\u751f\u9078\u64c7\uff0c\u4f46\u4e0d\u80fd\u627f\u64d4\u8cac\u4efb\u3002\u9019\u5c31\u662f\u4f60\u7684\u5de5\u4f5c\u2014\u2014\u4eba\u5de5\u667a\u6167\u80fd\u70ba\u4f60\u505a\u7684\u4e8b\u60c5\u8d8a\u591a\uff0c\u4f60\u5c31\u5fc5\u9808\u66f4\u52a0\u8b39\u614e\u5730\u5c0d\u5f85\u81ea\u5df1\u4ecd\u7136\u8981\u505a\u7684\u4e8b\u60c5\u3002\u8b93\u6a5f\u5668\u4f86\u8209\u5347\uff0c\u800c\u4e0d\u662f\u5f15\u5c0e\u3002<\/p>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<div class=\"article-left-col--footer\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u4e3b\u984c<\/h4>\n<\/section>\n<section class=\"article-section\">\n<h4 class=\"article-section__title\">\u5c08\u6b04<\/h4>\n<p>\n            \u6211\u5011\u7684\u5c08\u5bb6\u5c08\u6b04\u4f5c\u5bb6\u91dd\u5c0d\u73fe\u4ee3\u4f01\u696d\u548c\u7ba1\u7406\u8005\u6240\u9762\u81e8\u7684\u91cd\u8981\u8b70\u984c\u63d0\u4f9b\u610f\u898b\u548c\u5206\u6790\u3002        <\/p>\n<p>        <a href=\"https:\/\/sloanreview.mit.edu\/series\/column\/\" class=\"article-section__link\"><\/p>\n<p>           \u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9<br \/>\n                      <\/a><\/p>\n<\/section><\/div>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u95dc\u65bc\u4f5c\u8005<\/h4>\n<div class=\"article-authors__bio\">\n<p><a href=\"https:\/\/www.linkedin.com\/in\/benlaker\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u73ed\u5091\u660e\u00b7\u840a\u514b<\/a> \u662f\u96f7\u4e01\u5927\u5b78\u4ea8\u5229\u5546\u5b78\u9662\u7684\u9818\u5c0e\u6559\u6388\u3002<\/p>\n<\/div><\/div>\n<\/div>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>\u4e3b\u984c\u5c08\u6b04 \u6211\u5011\u7684\u5c08\u5bb6\u5c08\u6b04\u4f5c\u5bb6\u5c31\u73fe\u4ee3\u4f01\u696d\u548c\u7ba1\u7406\u8005\u9762\u81e8\u7684\u91cd\u8981\u8b70\u984c\u63d0\u4f9b\u610f\u898b\u548c\u5206\u6790\u3002\u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9 Carolyn Geason-Beissel\/MIT SMR |\u6458\u8981\uff1a\u4eba\u5de5\u667a\u6167\u53ef\u80fd\u6703\u52a0\u901f\u5de5\u4f5c\uff0c\u4f46\u5b83\u7121\u6cd5\u9818\u5c0e\u4eba\u985e\u3002\u9ebb\u7701\u7406\u5de5\u5b78\u9662 SMR \u5c08\u6b04\u4f5c\u5bb6 Benjamin Laker \u5efa\u8b70\u5c07\u6a5f\u68b0\u4efb\u52d9\u7559\u7d66\u4eba\u5de5\u667a\u6167\uff0c\u9019\u6a23\u4f60\u5c31\u53ef\u4ee5\u5c08\u6ce8 [...]<\/p>","protected":false},"author":1,"featured_media":6629,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-6628","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>When Not to Use AI - MORE SOURCING LTD<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/moresourcing.com\/zh_tw\/when-not-to-use-ai\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"When Not to Use AI\" 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