{"id":16315,"date":"2026-08-10T20:08:48","date_gmt":"2026-08-10T10:08:48","guid":{"rendered":"https:\/\/geoffreychen.com\/which-tasks-should-you-give-to-ai\/"},"modified":"2026-08-10T20:08:48","modified_gmt":"2026-08-10T10:08:48","slug":"which-tasks-should-you-give-to-ai","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/which-tasks-should-you-give-to-ai\/","title":{"rendered":"\u54ea\u4e9b\u5de5\u4f5c\u9002\u5408\u4ea4\u7ed9AI\uff0c\u54ea\u4e9b\u4e0d\u9002\u5408\uff1f \/ Which Tasks Should You Give to AI, and Which Should You Keep?"},"content":{"rendered":"<\/p>\n<p><strong>\u7b80\u77ed\u7b54\u6848<\/strong><\/p>\n<p>\u9002\u5408\u4ea4\u7ed9AI\u7684\uff0c\u901a\u5e38\u4e0d\u662f\u67d0\u4e00\u79cd\u804c\u4e1a\uff0c\u800c\u662f\u5176\u4e2d\u90a3\u4e9b\u76ee\u6807\u6e05\u695a\u3001\u8f93\u5165\u8fb9\u754c\u660e\u786e\u3001\u7ed3\u679c\u5bb9\u6613\u68c0\u67e5\u3001\u9519\u8bef\u53ef\u4ee5\u64a4\u56de\u7684\u4efb\u52a1\u3002\u4e0d\u9002\u5408\u76f4\u63a5\u4ea4\u7ed9AI\u7684\uff0c\u662f\u4f1a\u51b3\u5b9a\u4ed6\u4eba\u6743\u5229\u3001\u9020\u6210\u91cd\u5927\u91d1\u94b1\u6216\u5b89\u5168\u540e\u679c\u3001\u4f7f\u7528\u9ad8\u5ea6\u654f\u611f\u8d44\u6599\uff0c\u6216\u8005\u4e00\u65e6\u505a\u9519\u4fbf\u96be\u4ee5\u6062\u590d\u7684\u4efb\u52a1\u3002\u5224\u65ad\u6807\u51c6\u4e0d\u5e94\u662f\u201cAI\u80fd\u4e0d\u80fd\u505a\u201d\uff0c\u800c\u5e94\u662f\uff1a\u505a\u9519\u4f1a\u600e\u6837\u3001\u8c01\u80fd\u53d1\u73b0\u3001\u80fd\u5426\u64a4\u9500\u3001\u6700\u540e\u7531\u8c01\u8d1f\u8d23\u3002<\/p>\n<p><strong>\u4e0d\u8981\u6309\u804c\u4e1a\u5206\u7c7b\uff0c\u8981\u6309\u4efb\u52a1\u5206\u7c7b<\/strong><\/p>\n<p>\u201c\u5f8b\u5e08\u80fd\u4e0d\u80fd\u7528AI\u201d\u201c\u6559\u5e08\u80fd\u4e0d\u80fd\u7528AI\u201d\u8fd9\u7c7b\u95ee\u9898\u592a\u5927\u3002\u540c\u4e00\u4e2a\u804c\u4e1a\u5185\u90e8\uff0c\u98ce\u9669\u53ef\u80fd\u76f8\u5dee\u51e0\u4e2a\u6570\u91cf\u7ea7\u3002\u5f8b\u5e08\u8ba9AI\u628a\u5df2\u7ecf\u786e\u8ba4\u7684\u65f6\u95f4\u7ebf\u6539\u6210\u8868\u683c\uff0c\u4e0e\u8ba9AI\u5224\u65ad\u662f\u5426\u5e94\u5f53\u8ba4\u7f6a\uff0c\u4e0d\u662f\u540c\u4e00\u7c7b\u59d4\u6258\uff1b\u6559\u5e08\u8ba9AI\u751f\u6210\u5341\u9053\u4f4e\u98ce\u9669\u7ec3\u4e60\u9898\uff0c\u4e0e\u8ba9\u5b83\u72ec\u7acb\u5224\u5b9a\u5b66\u751f\u662f\u5426\u4f5c\u5f0a\uff0c\u4e5f\u4e0d\u662f\u540c\u4e00\u7c7b\u59d4\u6258\u3002<\/p>\n<p>\u66f4\u53ef\u9760\u7684\u505a\u6cd5\uff0c\u662f\u628a\u5de5\u4f5c\u62c6\u6210\u6700\u5c0f\u7684\u53ef\u4ea4\u4ed8\u4efb\u52a1\uff1a\u641c\u96c6\u5019\u9009\u8d44\u6599\u3001\u6539\u5199\u53e5\u5b50\u3001\u63d0\u53d6\u5b57\u6bb5\u3001\u6bd4\u8f83\u7248\u672c\u3001\u751f\u6210\u8349\u7a3f\u3001\u6392\u5e8f\u7533\u8bf7\u3001\u6279\u51c6\u4ed8\u6b3e\u3001\u53d1\u9001\u901a\u77e5\u3002\u62c6\u5f00\u4ee5\u540e\uff0c\u624d\u80fd\u770b\u89c1\u6bcf\u4e00\u6b65\u9700\u8981\u4ec0\u4e48\u6570\u636e\u3001\u53ef\u80fd\u51fa\u73b0\u4ec0\u4e48\u9519\u8bef\uff0c\u4ee5\u53ca\u9519\u8bef\u600e\u6837\u4f20\u9012\u5230\u4e0b\u4e00\u6b65\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9a\u653f\u5e9c\u7684\u300aGuidance for AI Adoption\u300b\u660e\u786e\u63d0\u9192\uff0c\u540c\u4e00\u4e2aAI\u7cfb\u7edf\u5728\u4e0d\u540c\u7528\u9014\u4e0b\u4f1a\u4ea7\u751f\u4e0d\u540c\u98ce\u9669\uff1a\u7528\u804a\u5929\u673a\u5668\u4eba\u8d77\u8349\u8425\u9500\u90ae\u4ef6\uff0c\u4e0e\u7528\u5b83\u8bc4\u4f30\u6c42\u804c\u7533\u8bf7\uff0c\u9700\u8981\u5b8c\u5168\u4e0d\u540c\u7684\u6cbb\u7406\u68c0\u67e5\u3002<a href=\"https:\/\/www.industry.gov.au\/sites\/default\/files\/2025-10\/guidance-for-ai-adoption-foundations.pdf\" target=\"_blank\" rel=\"noopener\">Australian Government: Guidance for AI Adoption\u2014Foundations<\/a> \u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u201c\u6211\u4eec\u516c\u53f8\u6279\u51c6\u4f7f\u7528\u67d0\u4e2aAI\u201d\u4e0d\u662f\u5145\u5206\u7b54\u6848\uff1b\u6279\u51c6\u4ea7\u54c1\u4e0d\u7b49\u4e8e\u6279\u51c6\u6240\u6709\u7528\u9014\u3002<\/p>\n<p><strong>\u7528\u56db\u4e2a\u95ee\u9898\u5224\u65ad\u4e00\u4e2a\u4efb\u52a1<\/strong><\/p>\n<p>\u7b2c\u4e00\uff0c\u7ed3\u679c\u662f\u5426\u5bb9\u6613\u9a8c\u8bc1\uff1f\u5982\u679c\u8f93\u51fa\u662f\u4e00\u6bb5\u4ee3\u7801\uff0c\u80fd\u591f\u7528\u6d4b\u8bd5\u548c\u9759\u6001\u68c0\u67e5\u9a8c\u8bc1\uff1b\u5982\u679c\u8f93\u51fa\u662f\u4f1a\u8bae\u65e5\u671f\uff0c\u53ef\u4ee5\u56de\u5230\u539f\u59cb\u9080\u8bf7\u6838\u5bf9\u3002\u76f8\u53cd\uff0c\u201c\u8fd9\u4e2a\u4eba\u662f\u5426\u503c\u5f97\u4fe1\u4efb\u201d\u201c\u8fd9\u4efd\u533b\u7597\u75c7\u72b6\u662f\u5426\u5371\u9669\u201d\u5e76\u6ca1\u6709\u4e00\u4e2a\u4f4e\u6210\u672c\u3001\u5373\u65f6\u800c\u53ef\u9760\u7684\u6838\u9a8c\u5668\u3002\u8d8a\u96be\u9a8c\u8bc1\uff0c\u8d8a\u4e0d\u80fd\u628a\u751f\u6210\u7ed3\u679c\u5f53\u4f5c\u5b8c\u6210\u54c1\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u52a8\u4f5c\u662f\u5426\u53ef\u9006\uff1f\u751f\u6210\u5c1a\u672a\u53d1\u9001\u7684\u90ae\u4ef6\u8349\u7a3f\u5bb9\u6613\u64a4\u56de\uff1b\u628a\u90ae\u4ef6\u53d1\u7ed9\u5ba2\u6237\u3001\u5220\u9664\u8d26\u6237\u3001\u62d2\u7edd\u8d37\u6b3e\u6216\u8f6c\u51fa\u8d44\u91d1\u5219\u4f1a\u6539\u53d8\u5916\u90e8\u4e16\u754c\u3002\u53ef\u9006\u4efb\u52a1\u5141\u8bb8\u5148\u8bd5\u3001\u518d\u68c0\u67e5\uff1b\u4e0d\u53ef\u9006\u4efb\u52a1\u5fc5\u987b\u5728\u52a8\u4f5c\u4e4b\u524d\u8bbe\u7f6e\u771f\u6b63\u7684\u6279\u51c6\u95e8\u69db\uff0c\u800c\u4e0d\u662f\u4e8b\u540e\u8865\u6551\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u8f93\u5165\u548c\u8f93\u51fa\u662f\u5426\u654f\u611f\uff1f\u516c\u5f00\u4ea7\u54c1\u8bf4\u660e\u4e0e\u533f\u540d\u793a\u4f8b\uff0c\u548c\u5ba2\u6237\u75c5\u5386\u3001\u672a\u516c\u5f00\u8d22\u52a1\u6570\u5b57\u3001\u513f\u7ae5\u8d44\u6599\u3001\u6cd5\u5f8b\u610f\u89c1\u6216\u8bbf\u95ee\u5bc6\u94a5\u4e0d\u540c\u3002\u5373\u4f7f\u6a21\u578b\u7684\u6587\u5b57\u80fd\u529b\u76f8\u540c\uff0c\u6570\u636e\u8fb9\u754c\u4e5f\u4f1a\u6539\u53d8\u53ef\u63a5\u53d7\u7684\u5de5\u5177\u3001\u8d26\u6237\u7c7b\u578b\u3001\u4fdd\u5b58\u8bbe\u7f6e\u548c\u8bbf\u95ee\u6743\u9650\u3002<\/p>\n<p>\u7b2c\u56db\uff0c\u540e\u679c\u7531\u8c01\u627f\u62c5\uff1f\u5982\u679c\u6ca1\u6709\u4e00\u4e2a\u5177\u5907\u80fd\u529b\u548c\u6743\u9650\u7684\u4eba\u613f\u610f\u4e3a\u8f93\u51fa\u7b7e\u5b57\u3001\u89e3\u91ca\u5e76\u7ea0\u6b63\uff0c\u5c31\u4e0d\u5e94\u8ba9\u7cfb\u7edf\u5b8c\u6210\u8fd9\u9879\u4efb\u52a1\u3002\u8d23\u4efb\u771f\u7a7a\u5e38\u88ab\u5305\u88c5\u6210\u81ea\u52a8\u5316\uff1a\u6bcf\u4e2a\u4eba\u90fd\u4ee5\u4e3a\u4e0b\u4e00\u4f4d\u4f1a\u68c0\u67e5\uff0c\u6700\u540e\u6ca1\u6709\u4eba\u771f\u6b63\u68c0\u67e5\u3002<\/p>\n<p><strong>\u628a\u4efb\u52a1\u5206\u6210\u4e09\u4e2a\u533a\u57df<\/strong><\/p>\n<p>\u7eff\u8272\u533a\u57df\u9002\u5408\u5e7f\u6cdb\u5c1d\u8bd5\uff1a\u5934\u8111\u98ce\u66b4\u3001\u683c\u5f0f\u8f6c\u6362\u3001\u975e\u654f\u611f\u6587\u672c\u7684\u521d\u7a3f\u3001\u4ece\u5df2\u77e5\u6750\u6599\u4e2d\u63d0\u53d6\u53ef\u6838\u5bf9\u5b57\u6bb5\u3001\u751f\u6210\u6d4b\u8bd5\u6570\u636e\u3001\u5217\u51fa\u9057\u6f0f\u95ee\u9898\u3002\u8fd9\u91cc\u7684\u5171\u540c\u70b9\u662f\u8f93\u51fa\u4ecd\u5728\u5185\u90e8\u3001\u9519\u8bef\u5bb9\u6613\u770b\u89c1\u3001\u4f7f\u7528\u8005\u6709\u80fd\u529b\u4fee\u6539\u3002<\/p>\n<p>\u9ec4\u8272\u533a\u57df\u9002\u5408\u201cAI\u5efa\u8bae\uff0c\u4eba\u7c7b\u51b3\u5b9a\u201d\uff1a\u7814\u7a76\u6458\u8981\u3001\u5ba2\u6237\u56de\u590d\u3001\u5408\u540c\u6761\u6b3e\u6bd4\u8f83\u3001\u4ee3\u7801\u4fee\u6539\u3001\u8d22\u52a1\u5206\u7c7b\u3001\u4f1a\u8bae\u7eaa\u8981\u3001\u62db\u8058\u6750\u6599\u521d\u7b5b\u3002\u9ec4\u8272\u4e0d\u4ee3\u8868\u7981\u6b62\uff0c\u800c\u662f\u9700\u8981\u6307\u5b9a\u6765\u6e90\u3001\u6d4b\u8bd5\u6837\u672c\u3001\u590d\u6838\u4eba\u3001\u5347\u7ea7\u6761\u4ef6\u548c\u8bb0\u5f55\u3002\u5ba1\u6838\u8005\u5fc5\u987b\u80fd\u63a5\u89e6\u539f\u59cb\u6750\u6599\uff0c\u800c\u4e0d\u80fd\u53ea\u8bfbAI\u7684\u6458\u8981\u3002<\/p>\n<p>\u7ea2\u8272\u533a\u57df\u4e0d\u9002\u5408\u7531\u901a\u7528\u751f\u6210\u5f0fAI\u81ea\u4e3b\u5b8c\u6210\uff1a\u533b\u7597\u8bca\u65ad\u4e0e\u6cbb\u7597\u51b3\u5b9a\u3001\u6cd5\u5f8b\u6743\u5229\u7684\u6700\u7ec8\u5224\u65ad\u3001\u96c7\u4f63\u6216\u89e3\u96c7\u51b3\u5b9a\u3001\u4fe1\u7528\u4e0e\u4fdd\u9669\u6279\u51c6\u3001\u9ad8\u989d\u6216\u4e0d\u53ef\u9006\u4ed8\u6b3e\u3001\u751f\u4ea7\u7cfb\u7edf\u7684\u5927\u8303\u56f4\u5220\u9664\u3001\u4ee3\u8868\u4e2a\u4eba\u4f5c\u51fa\u91cd\u5927\u627f\u8bfa\u3002\u4e13\u4e1a\u7cfb\u7edf\u5728\u4e25\u683c\u76d1\u7ba1\u548c\u9a8c\u8bc1\u4e0b\u53ef\u80fd\u53c2\u4e0e\u8fd9\u4e9b\u6d41\u7a0b\uff0c\u4f46\u201c\u53c2\u4e0e\u201d\u4e0e\u201c\u62e5\u6709\u6700\u7ec8\u51b3\u5b9a\u6743\u201d\u4e0d\u540c\u3002<\/p>\n<p>NIST\u7684\u751f\u6210\u5f0fAI\u98ce\u9669\u6846\u67b6\u628a\u201cconfabulation\u201d\u5b9a\u4e49\u4e3a\u7cfb\u7edf\u81ea\u4fe1\u5730\u751f\u6210\u9519\u8bef\u6216\u865a\u5047\u5185\u5bb9\uff0c\u5e76\u7279\u522b\u6307\u51fa\u8fd9\u7c7b\u8f93\u51fa\u5728\u533b\u7597\u7b49\u540e\u679c\u91cd\u5927\u7684\u73af\u5883\u4e2d\u4f1a\u5e26\u6765\u4e25\u91cd\u98ce\u9669\u3002<a href=\"https:\/\/doi.org\/10.6028\/NIST.AI.600-1\" target=\"_blank\" rel=\"noopener\">NIST AI 600-1: Generative AI Profile<\/a> 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href=\"https:\/\/geoffreychen.com\/zh\/when-should-ai-not-make-the-decision\/\">\u4ec0\u4e48\u65f6\u5019\u4e0d\u5e94\u8be5\u8ba9AI\u66ff\u4f60\u505a\u51b3\u5b9a\uff1f<\/a><\/li>\n<li><a href=\"https:\/\/geoffreychen.com\/zh\/when-is-the-cost-of-error-too-high-for-ai-automation\/\">\u9519\u8bef\u4ee3\u4ef7\u591a\u9ad8\u65f6\uff0c\u5fc5\u987b\u7981\u6b62AI\u81ea\u52a8\u6267\u884c\uff1f<\/a><\/li>\n<\/ul>\n<p><strong>\u7ee7\u7eed\u9605\u8bfb\u672c\u7cfb\u5217\uff1a<\/strong> <a href=\"https:\/\/geoffreychen.com\/zh\/ai-judgment\/\">\u300aAI\u53ef\u4ee5\u76f8\u4fe1\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff1f\u300b\u5168\u90e8\u6587\u7ae0<\/a><\/p>\n<p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17897162,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"The article explains how to choose AI tasks by assessing verifiability, reversibility, data sensitivity and accountability\u2014then using task zones and 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