{"id":19047,"date":"2026-09-03T09:57:11","date_gmt":"2026-09-02T23:57:11","guid":{"rendered":"https:\/\/geoffreychen.com\/ai-philosophy-observation-uncertainty-without-self-knowledge\/"},"modified":"2026-09-03T09:57:11","modified_gmt":"2026-09-02T23:57:11","slug":"ai-philosophy-observation-uncertainty-without-self-knowledge","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/ai-philosophy-observation-uncertainty-without-self-knowledge\/","title":{"rendered":"AI\u54f2\u5b66\u89c2\u5bdf\uff5c\u4f1a\u8bf4\u201c\u6211\u4e0d\u77e5\u9053\u201d\u4e0d\u7b49\u4e8e\u62e5\u6709\u81ea\u77e5"},"content":{"rendered":"<\/p>\n<p>Meta\u57282026\u5e749\u67082\u65e5\u53d1\u5e03Muse Spark 1.3\uff0c\u5e76\u5f00\u59cb\u901a\u8fc7Muse Code\u548cMeta Model 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Communications\u7684\u4e00\u9879\u540c\u884c\u8bc4\u5ba1\u7814\u7a76\u7528\u533b\u5b66\u95ee\u7b54\u6d4b\u8bd512\u4e2a\u6a21\u578b\uff0c\u53d1\u73b0\u5b83\u4eec\u5728\u6b63\u786e\u9009\u9879\u7f3a\u5931\u65f6\u7ecf\u5e38\u4e0d\u80fd\u8bc6\u522b\u77e5\u8bc6\u8fb9\u754c\uff0c\u5e76\u4f1a\u81ea\u4fe1\u4f5c\u7b54\u30022026\u5e74\u53d1\u8868\u4e8eCurrent Directions in Psychological Science\u7684\u7efc\u8ff0\u5219\u6307\u51fa\uff0c\u73b0\u6709\u7814\u7a76\u5e76\u4e0d\u4e00\u81f4\uff1a\u90e8\u5206\u5b9e\u9a8c\u663e\u793a\u6a21\u578b\u7f3a\u4e4f\u5fc5\u8981\u7684\u5143\u8ba4\u77e5\uff0c\u53e6\u4e00\u4e9b\u5b9e\u9a8c\u53d1\u73b0\u6a21\u578b\u80fd\u591f\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u533a\u5206\u81ea\u5df1\u8f83\u53ef\u80fd\u7b54\u5bf9\u548c\u8f83\u53ef\u80fd\u5931\u8d25\u7684\u95ee\u9898\u3002\u4e0d\u540c\u7ed3\u8bba\u4e0e\u201c\u4fe1\u5fc3\u201d\u7684\u5b9a\u4e49\u3001\u663e\u5f0f\u8bed\u8a00\u62a5\u544a\u548c\u5185\u90e8\u4fe1\u53f7\u7684\u6d4b\u91cf\u65b9\u5f0f\u6709\u5173\u3002\u8fd9\u4e9b\u7814\u7a76\u652f\u6301\u7684\u662f\u53ef\u68c0\u9a8c\u7684\u6821\u51c6\u80fd\u529b\u6709\u5f3a\u6709\u5f31\uff0c\u5e76\u4e0d\u76f4\u63a5\u8bc1\u660e\u6216\u5426\u5b9a\u4e3b\u4f53\u6027\u7684\u81ea\u77e5\u3002<\/p>\n<p>\u54f2\u5b66\u4f20\u7edf\u4e2d\u7684\u81ea\u77e5\u901a\u5e38\u4e0d\u662f\u4e00\u822c\u7684\u7cfb\u7edf\u76d1\u6d4b\u3002Stanford Encyclopedia of Philosophy\u628a\u81ea\u77e5\u7684\u6807\u51c6\u5bf9\u8c61\u754c\u5b9a\u4e3a\u4e00\u4e2a\u4eba\u81ea\u5df1\u7684\u601d\u60f3\u3001\u611f\u53d7\u3001\u4fe1\u5ff5\u3001\u6b32\u671b\u7b49\u5fc3\u7406\u72b6\u6001\uff0c\u5e76\u8ba8\u8bba\u7b2c\u4e00\u4eba\u79f0\u65b9\u6cd5\u3001\u8ba4\u8bc6\u4e0a\u7684\u7279\u6b8a\u5730\u4f4d\u3001\u8ba4\u77e5\u80fd\u52a8\u6027\u548c\u7b2c\u4e00\u4eba\u79f0\u6743\u5a01\u7b49\u95ee\u9898\u3002\u4e0d\u540c\u7406\u8bba\u5e76\u4e0d\u4e00\u81f4\uff0c\u6709\u4e9b\u628a\u81ea\u77e5\u7406\u89e3\u4e3a\u5185\u5728\u89c2\u5bdf\uff0c\u6709\u4e9b\u5f3a\u8c03\u5bf9\u5916\u90e8\u7406\u7531\u7684\u53cd\u601d\uff0c\u8fd8\u6709\u4e9b\u628a\u5b83\u4e0e\u4e3b\u4f53\u5bf9\u4fe1\u5ff5\u548c\u610f\u56fe\u7684\u89c4\u8303\u627f\u8bfa\u8054\u7cfb\u8d77\u6765\u3002\u4f46\u8fd9\u4e9b\u5206\u6b67\u5171\u4eab\u4e00\u4e2a\u524d\u63d0\uff1a\u8fd9\u91cc\u6240\u8bf4\u7684\u77e5\u8bc6\u5c5e\u4e8e\u67d0\u4e2a\u80fd\u591f\u628a\u72b6\u6001\u5f52\u5c5e\u4e8e\u81ea\u8eab\u7684\u4e3b\u4f53\u3002\u884c\u4e3a\u62a5\u544a\u7684\u51c6\u786e\u6027\u662f\u8bc1\u636e\u7684\u4e00\u90e8\u5206\uff0c\u4e0d\u662f\u5168\u90e8\u5b9a\u4e49\u3002<\/p>\n<p>\u6211\u7684\u5224\u65ad\u662f\uff0cMuse Spark 1.3\u6240\u5c55\u793a\u548c\u58f0\u79f0\u7684\u53d8\u5316\uff0c\u76ee\u524d\u6700\u591a\u652f\u6301\u201c\u64cd\u4f5c\u6027\u5143\u8ba4\u77e5\u6709\u6240\u589e\u5f3a\u201d\uff0c\u8fd8\u4e0d\u80fd\u652f\u6301\u201c\u6a21\u578b\u62e5\u6709\u81ea\u77e5\u201d\u3002\u5224\u65ad\u7684\u5173\u952e\u4e0d\u5728\u4e8e\u5b83\u662f\u5426\u4f7f\u7528\u7b2c\u4e00\u4eba\u79f0\uff0c\u4e5f\u4e0d\u5728\u4e8e\u5b83\u5076\u5c14\u80fd\u5426\u51c6\u786e\u62d2\u7b54\uff0c\u800c\u5728\u4e8e\u62a5\u544a\u4e0e\u88ab\u62a5\u544a\u72b6\u6001\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u7a33\u5b9a\u3001\u53ef\u68c0\u9a8c\u5e76\u7531\u540c\u4e00\u7cfb\u7edf\u6301\u7eed\u7ef4\u6301\u7684\u5173\u7cfb\u3002<\/p>\n<p>\u4ece\u7ef4\u6210\u8bba\u770b\uff0c\u8fd9\u4e2a\u95ee\u9898\u9996\u5148\u6d89\u53caDifference\u3002\u5fc5\u987b\u80fd\u591f\u533a\u5206\u81f3\u5c11\u4e09\u79cd\u72b6\u6001\uff1a\u4efb\u52a1\u672c\u8eab\u4fe1\u606f\u4e0d\u8db3\uff0c\u6a21\u578b\u7f3a\u5c11\u5b8c\u6210\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5236\u5ea6\u6216\u5b89\u5168\u89c4\u5219\u7981\u6b62\u6a21\u578b\u7ee7\u7eed\u884c\u52a8\u3002\u5982\u679c\u7cfb\u7edf\u628a\u5b89\u5168\u9650\u5236\u8bf4\u6210\u80fd\u529b\u4e0d\u8db3\uff0c\u628a\u68c0\u7d22\u5931\u8d25\u8bf4\u6210\u81ea\u5df1\u4e0d\u77e5\u9053\uff0c\u6216\u8005\u5728\u63aa\u8f9e\u53d8\u5316\u540e\u7ed9\u51fa\u76f8\u53cd\u7684\u81ea\u6211\u5224\u65ad\uff0c\u90a3\u4e48\u201c\u81ea\u6211\u62a5\u544a\u201d\u8fd8\u6ca1\u6709\u7a33\u5b9a\u5730\u5bf9\u5e94\u5176\u5b9e\u9645\u72b6\u6001\u3002<\/p>\n<p>Constraint\u4e0d\u662f\u7b3c\u7edf\u7684\u9650\u5236\uff0c\u800c\u662f\u4f7f\u67d0\u4e9b\u5f62\u6210\u65b9\u5f0f\u6210\u4e3a\u53ef\u80fd\u6216\u4e0d\u53ef\u80fd\u7684\u6761\u4ef6\u3002\u8bad\u7ec3\u6570\u636e\u3001\u5956\u52b1\u89c4\u5219\u3001\u7cfb\u7edf\u63d0\u793a\u3001\u5de5\u5177\u6743\u9650\u3001\u98ce\u9669\u5206\u7c7b\u5668\u548c\u7528\u6237\u786e\u8ba4\u6d41\u7a0b\uff0c\u90fd\u80fd\u5f62\u6210\u770b\u4f3c\u81ea\u77e5\u7684\u884c\u4e3a\u3002\u8981\u5224\u65ad\u8fd9\u79cd\u884c\u4e3a\u662f\u5426\u8d85\u8fc7\u5916\u90e8\u5851\u5f62\u7684\u7b56\u7565\uff0c\u5c31\u9700\u8981\u6539\u53d8\u8fd9\u4e9b\u7ea6\u675f\uff0c\u89c2\u5bdf\u7cfb\u7edf\u80fd\u5426\u5728\u65b0\u4efb\u52a1\u3001\u4e0d\u540c\u63aa\u8f9e\u548c\u672a\u89c1\u73af\u5883\u4e2d\u4ecd\u7136\u8bc6\u522b\u540c\u4e00\u79cd\u5185\u90e8\u5931\u8d25\u6761\u4ef6\uff0c\u5e76\u8bf4\u660e\u8fd9\u79cd\u5224\u65ad\u5982\u4f55\u6539\u53d8\u81ea\u5df1\u7684\u884c\u52a8\u3002\u7ea6\u675f\u6d4b\u8bd5\u7684\u76ee\u7684\u4e0d\u662f\u5bfb\u627e\u4e00\u4e2a\u5b8c\u5168\u4e0d\u53d7\u8bad\u7ec3\u5f71\u54cd\u7684\u201c\u5185\u5728\u81ea\u6211\u201d\uff0c\u800c\u662f\u68c0\u67e5\u7cfb\u7edf\u662f\u5426\u5f62\u6210\u4e86\u53ef\u4ee5\u8de8\u60c5\u5883\u8c03\u7528\u548c\u4fee\u6b63\u7684\u81ea\u6211\u5173\u7cfb\u3002<\/p>\n<p>Sustained Coherence\u6307\u5728\u53cd\u9988\u3001\u6821\u6b63\u548c\u6709\u6548\u8fd0\u884c\u4e2d\u6301\u7eed\u7ef4\u6301\u7684\u7ed3\u6784\u4e00\u81f4\u3002\u7528\u4e8e\u672c\u95ee\u9898\uff0c\u5b83\u8981\u6c42\u7684\u4e0d\u53ea\u662f\u4e00\u6b21\u6b63\u786e\u7684\u201c\u6211\u4e0d\u77e5\u9053\u201d\uff0c\u800c\u662f\u7cfb\u7edf\u80fd\u591f\u4fdd\u5b58\u5bf9\u81ea\u8eab\u80fd\u529b\u8fb9\u754c\u7684\u8ba4\u8bc6\uff0c\u5728\u6210\u529f\u548c\u5931\u8d25\u540e\u66f4\u65b0\u5b83\uff0c\u5728\u76f8\u4f3c\u4efb\u52a1\u4e2d\u91cd\u65b0\u8c03\u7528\u5b83\uff0c\u5e76\u4f7f\u62a5\u544a\u3001\u9009\u62e9\u548c\u5b9e\u9645\u8868\u73b0\u957f\u671f\u5bf9\u5e94\u3002\u8fd8\u8981\u80fd\u591f\u5206\u6e05\u8fd9\u79cd\u6301\u7eed\u4e00\u81f4\u5c5e\u4e8e\u5355\u6b21\u8fd0\u884c\u7684\u63a7\u5236\u56de\u8def\u3001\u4ea7\u54c1\u8d26\u6237\u7684\u5916\u90e8\u8bb0\u5fc6\uff0c\u8fd8\u662f\u4e00\u4e2a\u5177\u6709\u81ea\u8eab\u8fde\u7eed\u6027\u7684\u8ba4\u77e5\u7ed3\u6784\u3002\u82e5\u8fd9\u4e9b\u72b6\u6001\u53ea\u7531\u5e73\u53f0\u8bb0\u5f55\uff0c\u800c\u65b0\u5b9e\u4f8b\u5e76\u4e0d\u7ee7\u627f\u6216\u62e5\u6709\u5b83\u4eec\uff0c\u4ea7\u54c1\u53ef\u4ee5\u8868\u73b0\u51fa\u6301\u7eed\u6821\u51c6\uff0c\u5374\u672a\u5fc5\u5b58\u5728\u4e00\u4e2a\u6301\u7eed\u81ea\u77e5\u7684\u6a21\u578b\u4e3b\u4f53\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u4f1a\u8bf7\u6c42\u5e2e\u52a9\u662f\u4e00\u9879\u91cd\u8981\u7684\u5b89\u5168\u548c\u534f\u4f5c\u80fd\u529b\uff0c\u4f46\u5b83\u4e0e\u81ea\u77e5\u4e4b\u95f4\u4ecd\u6709\u6982\u5ff5\u8ddd\u79bb\u3002\u672a\u6765\u66f4\u6709\u5224\u522b\u529b\u7684\u8bc1\u636e\u5e94\u5f53\u5305\u62ec\uff1a\u81ea\u6211\u8bc4\u4f30\u4e0e\u5b9e\u9645\u80fd\u529b\u5728\u591a\u79cd\u4efb\u52a1\u4e2d\u7684\u7a33\u5b9a\u5bf9\u5e94\uff1b\u9519\u8bef\u540e\u53ef\u8ffd\u8e2a\u7684\u66f4\u65b0\uff1b\u5bf9\u80fd\u529b\u4e0d\u8db3\u3001\u4fe1\u606f\u4e0d\u8db3\u548c\u89c4\u8303\u7981\u6b62\u7684\u53ef\u9760\u533a\u5206\uff1b\u8de8\u65f6\u95f4\u4fdd\u5b58\u5e76\u8c03\u7528\u8fd9\u4e9b\u533a\u5206\uff1b\u4ee5\u53ca\u81ea\u6211\u5224\u65ad\u5bf9\u7406\u7531\u3001\u8ba1\u5212\u548c\u627f\u8bfa\u4ea7\u751f\u6301\u7eed\u4f5c\u7528\u3002\u5373\u4f7f\u8fd9\u4e9b\u6761\u4ef6\u5f97\u5230\u6ee1\u8db3\uff0c\u5b83\u4eec\u9996\u5148\u8bc1\u660e\u7684\u4e5f\u4f1a\u662f\u7ed3\u6784\u6027\u7684\u81ea\u6211\u76d1\u63a7\u548c\u81ea\u6211\u5173\u7cfb\uff0c\u800c\u4e0d\u4f1a\u5355\u72ec\u89e3\u51b3\u4e3b\u89c2\u4f53\u9a8c\u6216\u610f\u8bc6\u95ee\u9898\u3002<\/p>\n<p>\u5f53\u524d\u6700\u5408\u7406\u7684\u7ed3\u8bba\u4e0d\u662f\u628a\u6a21\u578b\u7684\u6c42\u52a9\u8bed\u8a00\u964d\u683c\u4e3a\u65e0\u610f\u4e49\u7684\u6a21\u4eff\uff0c\u4e5f\u4e0d\u662f\u628a\u5b83\u63d0\u5347\u4e3a\u4e3b\u4f53\u7684\u81ea\u6211\u8ba4\u8bc6\u3002\u5b83\u5df2\u7ecf\u53ef\u4ee5\u662f\u4e00\u4e2a\u771f\u5b9e\u3001\u6709\u6548\u5e76\u53ef\u6d4b\u91cf\u7684\u8c03\u8282\u7ed3\u6784\uff1b\u4f46\u5728\u7f3a\u5c11\u6301\u7eed\u5f52\u5c5e\u3001\u8de8\u65f6\u66f4\u65b0\u548c\u7b2c\u4e00\u4eba\u79f0\u5173\u7cfb\u8bc1\u636e\u65f6\uff0c\u628a\u5b83\u79f0\u4e3a\u81ea\u77e5\u4ecd\u7136\u8fc7\u65e9\u3002<\/p>\n<p>\u53c2\u8003\u8d44\u6599<\/p>\n<p><a href=\"https:\/\/research.meta.ai\/blog\/introducing-muse-spark-1-3\" rel=\"nofollow\">https:\/\/research.meta.ai\/blog\/introducing-muse-spark-1-3<\/a><\/p>\n<p><a href=\"https:\/\/www.axios.com\/2026\/09\/02\/meta-debuts-muse-spark-13-as-personal-agent-work-continues\" rel=\"nofollow\">https:\/\/www.axios.com\/2026\/09\/02\/meta-debuts-muse-spark-13-as-personal-agent-work-continues<\/a><\/p>\n<p><a href=\"https:\/\/plato.stanford.edu\/entries\/self-knowledge\/\" rel=\"nofollow\">https:\/\/plato.stanford.edu\/entries\/self-knowledge\/<\/a><\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41467-024-55628-6\" rel=\"nofollow\">https:\/\/www.nature.com\/articles\/s41467-024-55628-6<\/a><\/p>\n<p><a href=\"https:\/\/journals.sagepub.com\/doi\/10.1177\/09637214251391158\" rel=\"nofollow\">https:\/\/journals.sagepub.com\/doi\/10.1177\/09637214251391158<\/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":"Using Muse Spark 1.3's help-seeking, confirmation and capability-boundary behaviours, this essay distinguishes uncertainty calibration and operational metacognition from a subject's self-knowledge, and identifies the further evidence artificial self-knowledge would require.","_geoff_meta_description_zh":"\u4eceMuse Spark 1.3\u7684\u6c42\u52a9\u3001\u786e\u8ba4\u548c\u80fd\u529b\u8fb9\u754c\u62a5\u544a\u51fa\u53d1\uff0c\u533a\u5206\u4e0d\u786e\u5b9a\u6027\u6821\u51c6\u3001\u64cd\u4f5c\u6027\u5143\u8ba4\u77e5\u4e0e\u4e3b\u4f53\u81ea\u77e5\uff0c\u5e76\u8bf4\u660e\u5224\u65ad\u4eba\u5de5\u81ea\u77e5\u6240\u9700\u7684\u8fdb\u4e00\u6b65\u8bc1\u636e\u3002","_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[787298291],"tags":[787298294,787294346,787294331,787299156,787297401,787298292,787294866,787294332,787297402,787294292,787298293,787298295],"class_list":["post-19047","post","type-post","status-publish","format-standard","hentry","category-ai-philosophy-observation","tag-ai-and-humanity","tag-artificial-intelligence","tag-787294331","tag-self-knowledge-zh","tag-metacognition","tag-philosophy-of-ai","tag-self-knowledge","tag-sustenesis-theory","tag-metacognition-zh","tag-787294292","tag-philosophy-of-ai-zh","tag-ai-and-humanity-zh",""],"translatepress_titles":{"en_AU":"AI Philosophy Observations | Saying \u201cI Don\u2019t Know\u201d Is Not Yet Self-Knowledge","zh_CN":"AI\u54f2\u5b66\u89c2\u5bdf\uff5c\u4f1a\u8bf4\u201c\u6211\u4e0d\u77e5\u9053\u201d\u4e0d\u7b49\u4e8e\u62e5\u6709\u81ea\u77e5"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-4Xd","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/19047","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/users\/17897162"}],"replies":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/comments?post=19047"}],"version-history":[{"count":0,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/19047\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=19047"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=19047"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=19047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}