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class=\"wp-block-paragraph\">\u8fd9\u5f15\u5411\u4e86\u5341\u4e8c\u5e73\u5747\u5f8b\uff08Twelve-Tone Equal Temperament\uff09\u2014\u2014\u90a3\u4e2a\u8ba9\u97f3\u4e50\u5f97\u4ee5\u5728\u6240\u6709\u8c03\u6027\u95f4\u81ea\u7531\u8f6c\u8c03\u7684\u6570\u5b66\u59a5\u534f\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6bd5\u8fbe\u54e5\u62c9\u65af\u7684\u7eaf\u4e94\u5ea6\u662f\u4e09\u6bd4\u4e8c\uff0c\u5341\u4e8c\u4e2a\u7eaf\u4e94\u5ea6\u53e0\u52a0\u5e94\u8be5\u7b49\u4e8e\u4e03\u4e2a\u516b\u5ea6\u3002\u4f46\u6570\u5b66\u4e0d\u80af\u914d\u5408\uff1a(3\/2)^12 \u2248 129.746\uff0c\u800c 2^7 = 128\u3002\u8fd9\u4e2a\u5fae\u5c0f\u7684\u5dee\u8ddd\u2014\u2014\u79f0\u4e3a\u6bd5\u8fbe\u54e5\u62c9\u65af\u97f3\u5dee\u2014\u2014\u610f\u5473\u7740\u5982\u679c\u4e25\u683c\u9075\u5faa\u6574\u6570\u6bd4\uff0c\u4e50\u5668\u7684\u8c03\u6027\u5c06\u88ab\u9501\u6b7b\u5728\u4e00\u4e2a\u72ed\u5c0f\u7684\u8303\u56f4\u5185\u3002\u89e3\u51b3\u65b9\u6848\u662f\u5341\u4e8c\u5e73\u5747\u5f8b\uff1a\u5c06\u4e00\u4e2a\u516b\u5ea6\u5747\u5206\u4e3a\u5341\u4e8c\u4e2a\u534a\u97f3\uff0c\u6bcf\u4e2a\u534a\u97f3\u7684\u9891\u7387\u6bd4\u662f 2^(1\/12)\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u4e00\u4e2a\u59a5\u534f\u2014\u2014\u6ca1\u6709\u4e00\u4e2a\u97f3\u7a0b\u662f\u5b8c\u5168\u7eaf\u7684\uff0c\u4f46\u6240\u6709\u97f3\u7a0b\u90fd\u662f\u53ef\u63a5\u53d7\u7684\u3002\u5341\u4e8c\u5e73\u5747\u5f8b\u8ba9\u97f3\u4e50\u5f97\u4ee5\u81ea\u7531\u8f6c\u8c03\uff0c\u8ba9\u5df4\u8d6b\u5199\u51fa\u300a\u5e73\u5747\u5f8b\u94a2\u7434\u66f2\u96c6\u300b\uff0c\u8ba9\u7235\u58eb\u4e50\u5728\u548c\u5f26\u8fdb\u884c\u4e2d\u6e38\u8d70\u3002\u5b83\u662f\u6570\u5b66\u4e0a\u7684\u4e0d\u5b8c\u7f8e\u4e4b\u7f8e\uff0c\u662f\u79e9\u5e8f\u4e0e\u81ea\u7531\u4e4b\u95f4\u7684\u548c\u89e3\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5085\u91cc\u53f6\u8ba9\u6211\u4eec\u770b\u900f\u4e86\u58f0\u97f3\u7684\u6570\u5b66\u7ed3\u6784\uff0c\u5341\u4e8c\u5e73\u5747\u5f8b\u8ba9\u6211\u4eec\u5728\u97f3\u4e50\u4e2d\u81ea\u7531\u8f6c\u8c03\u3002\u800c\u63a5\u4e0b\u6765\u7684\u95ee\u9898\u662f\uff1a\u5982\u679c\u4e00\u5207\u590d\u6742\u90fd\u53ef\u4ee5\u8fd8\u539f\u4e3a\u7b80\u5355\uff0c\u90a3\u4e48\u4eba\u7c7b\u7684\u521b\u9020\u2014\u2014\u97f3\u4e50\u3001\u827a\u672f\u3001\u79d1\u5b66\u2014\u2014\u662f\u5426\u4e5f\u53ea\u662f\u4e00\u79cd\u66f4\u7cbe\u81f4\u7684&#8221;\u7b97\u6cd5&#8221;\uff1f<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e4%25ba%258c%25e5%25be%258b%25e7%259b%25b2%25e7%259b%25ae%25e7%259a%2584%25e9%2592%259f%25e8%25a1%25a8%25e5%258c%25a0\" class=\"wp-block-heading\">\u7b2c\u4e8c\u5f8b\uff1a\u76f2\u76ee\u7684\u949f\u8868\u5320<\/h2>\n<p class=\"wp-block-paragraph\">\u7406\u67e5\u5fb7\u00b7\u9053\u91d1\u65af\u5728\u300a\u76f2\u76ee\u7684\u949f\u8868\u5320\u300b\u4e2d\u5199\u9053\uff1a&#8221;\u81ea\u7136\u754c\u4e2d\u6ca1\u6709\u949f\u8868\u5320\uff0c\u81f3\u5c11\u6ca1\u6709\u4e00\u4f4d\u6709\u76ee\u7684\u7684\u949f\u8868\u5320\u3002&#8221;\u8fdb\u5316\u6ca1\u6709\u8fdc\u89c1\uff0c\u6ca1\u6709\u8ba1\u5212\uff0c\u53ea\u6709\u4e00\u4e2a\u7b80\u5355\u7684\u7b97\u6cd5\u5faa\u73af\uff1a\u53d8\u5f02\u2192\u9009\u62e9\u2192\u9057\u4f20\u3002\u4ece\u8fd9\u4e2a\u76f2\u76ee\u7684\u4e09\u62cd\u5b50\u4e2d\uff0c\u6d8c\u73b0\u51fa\u4e86\u773c\u775b\u7684\u7cbe\u5999\u3001\u7fc5\u8180\u7684\u4f18\u96c5\u3001\u5927\u8111\u7684\u610f\u8bc6\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u7b97\u6cd5\u6bd4\u4efb\u4f55\u4eba\u7c7b\u8bbe\u8ba1\u90fd\u66f4\u4e3a\u53e4\u8001\u3002\u5b83\u8fd0\u884c\u4e86\u4e09\u5341\u516b\u4ebf\u5e74\uff0c\u4eceRNA\u5206\u5b50\u5230\u7075\u957f\u7c7b\uff0c\u4ece\u6df1\u6d77\u70ed\u6cc9\u53e3\u5230\u6708\u7403\u8868\u9762\u7684\u8db3\u8ff9\u3002\u5b83\u4e0d\u4f9d\u8d56\u7406\u89e3\uff0c\u53ea\u4f9d\u8d56\u8fc7\u7a0b\u2014\u2014\u5728\u65e0\u6570\u6b21\u8bd5\u9519\u4e2d\uff0c\u4fdd\u7559\u90a3\u4e9b\u6070\u597d\u9002\u5e94\u73af\u5883\u7684\u53d8\u4f53\uff0c\u4e22\u5f03\u5176\u4f59\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u8fdb\u5316\u7684\u6545\u4e8b\u6709\u4e00\u4e2a\u66f4\u8be1\u5f02\u7684\u8f6c\u6298\uff1a\u6280\u672f\u672c\u8eab\u4e5f\u5728&#8221;\u8fdb\u5316&#8221;\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u51ef\u6587\u00b7\u51ef\u5229\uff08Kevin Kelly\uff09\u5728\u300a\u79d1\u6280\u60f3\u8981\u4ec0\u4e48\u300b\u4e2d\u63d0\u51fa\u4e86Technium\u7684\u6982\u5ff5\u2014\u2014\u4e00\u4e2a\u7531\u4eba\u7c7b\u6280\u672f\u6784\u6210\u7684\u5168\u7403\u6027\u8d85\u7ea7\u6709\u673a\u4f53\uff0c\u5b83\u50cf\u751f\u7269\u4e00\u6837\u751f\u957f\u3001\u9002\u5e94\u3001\u6f14\u5316\u3002\u4ed6\u5217\u4e3e\u4e86\u4e00\u4e9b\u4ee4\u4eba\u4e0d\u5b89\u7684\u5de7\u5408\uff1a\u7535\u8bdd\u5728\u8d1d\u5c14\u548c\u683c\u96f7\u4e4b\u95f4\u51e0\u4e4e\u540c\u65f6\u88ab\u53d1\u660e\uff0c\u5fae\u79ef\u5206\u5728\u725b\u987f\u548c\u83b1\u5e03\u5c3c\u8328\u4e4b\u95f4\u72ec\u7acb\u8bde\u751f\uff0c\u81ea\u7136\u9009\u62e9\u5728\u8fbe\u5c14\u6587\u548c\u534e\u83b1\u58eb\u8111\u4e2d\u540c\u6b65\u6210\u719f\u3002\u8fd9\u4e9b&#8221;\u53d1\u660e\u7684\u540c\u6b65\u6027&#8221;\u6697\u793a\u7740\u67d0\u79cd\u6df1\u5c42\u89c4\u5f8b\u2014\u2014\u5f53\u65f6\u4ee3\u7684\u6280\u672f\u571f\u58e4\u3001\u79d1\u5b66\u77e5\u8bc6\u548c\u6750\u6599\u5de5\u827a\u6210\u719f\u5230\u67d0\u4e00\u4e34\u754c\u70b9\u65f6\uff0c\u67d0\u4e9b\u7a81\u7834\u5c31\u51e0\u4e4e\u5fc5\u7136\u4f1a\u53d1\u751f\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u73b0\u8c61\u88ab\u79f0\u4e3a\u8fdb\u5316\u6536\u655b\uff08evolutionary convergence\uff09\uff1a\u76f8\u4f3c\u7684\u73af\u5883\u538b\u529b\u5728\u4e0d\u540c\u8c31\u7cfb\u4e2d\u50ac\u751f\u51fa\u76f8\u4f3c\u7684\u89e3\u51b3\u65b9\u6848\u3002\u773c\u775b\u5728\u52a8\u7269\u754c\u72ec\u7acb\u8fdb\u5316\u4e86\u81f3\u5c11\u516d\u6b21\u2014\u2014\u7ae0\u9c7c\u7684\u773c\u775b\u3001\u810a\u690e\u52a8\u7269\u7684\u773c\u775b\u3001\u6606\u866b\u7684\u590d\u773c\uff0c\u5c3d\u7ba1\u8d77\u6e90\u4e0d\u540c\uff0c\u5374 converged on \u76f8\u4f3c\u7684\u6210\u50cf\u539f\u7406\u3002\u6280\u672f\u53f2\u540c\u6837\u5982\u6b64\uff1a\u5f53\u6761\u4ef6\u6210\u719f\u65f6\uff0c\u591a\u4e2a\u53d1\u660e\u8005\u4f1a converged on \u76f8\u4f3c\u7684\u7a81\u7834\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u5f15\u51fa\u4e86\u4e00\u4e2a\u66f4\u6df1\u5c42\u7684\u95ee\u9898\uff1a\u6280\u672f\u662f\u4eba\u7c7b\u7684\u53d1\u660e\uff0c\u8fd8\u662f\u4eba\u7c7b\u53ea\u662f\u6280\u672f\u8fdb\u5316\u7684\u8f7d\u4f53\uff1f<\/p>\n<p class=\"wp-block-paragraph\">\u60f3\u60f3\u4eba\u7c7b\u4e0e\u6280\u672f\u7684\u5173\u7cfb\u8c31\u7cfb\uff1a\u5916\u9aa8\u9abc\u5e2e\u52a9\u733f\u4eba\u76f4\u7acb\u884c\u8d70\uff0c\u77f3\u5668\u5ef6\u4f38\u4e86\u53cc\u624b\u7684\u80fd\u529b\uff0c\u8f6e\u5b50\u653e\u5927\u4e86\u808c\u8089\u7684\u529b\u91cf\uff0c\u6587\u5b57\u5916\u5316\u4e86\u8bb0\u5fc6\uff0c\u5370\u5237\u673a\u653e\u5927\u4e86\u601d\u60f3\u7684\u4f20\u64ad\uff0c\u8ba1\u7b97\u673a\u52a0\u901f\u4e86\u8ba1\u7b97\uff0cAI\u6b63\u5728\u5ef6\u4f38\u667a\u80fd\u672c\u8eab\u3002\u5728\u6bcf\u4e00\u4e2a\u9636\u6bb5\uff0c\u6280\u672f\u4e0e\u4eba\u7c7b\u90fd\u5904\u4e8e\u5171\u751f\u8fdb\u5316\uff08co-evolution\uff09\u7684\u5173\u7cfb\uff1a\u6211\u4eec\u5851\u9020\u5de5\u5177\uff0c\u5de5\u5177\u4e5f\u91cd\u5851\u6211\u4eec\u3002\u6ca1\u6709\u706b\u7684\u9a6f\u5316\uff0c\u5c31\u6ca1\u6709\u7f29\u77ed\u7684\u80a0\u9053\u548c\u589e\u5927\u7684\u5927\u8111\uff1b\u6ca1\u6709\u519c\u4e1a\uff0c\u5c31\u6ca1\u6709\u5b9a\u5c45\u6587\u660e\u4e0e\u6587\u5b57\u7cfb\u7edf\uff1b\u6ca1\u6709\u5370\u5237\u673a\uff0c\u5c31\u6ca1\u6709\u5b97\u6559\u6539\u9769\u4e0e\u79d1\u5b66\u9769\u547d\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6280\u672f\u4e0d\u662f\u4eba\u7c7b\u7684\u9644\u5c5e\u54c1\u3002\u5b83\u662f\u4eba\u7c7b\u8fdb\u5316\u7684\u5ef6\u4f38\uff0c\u662f\u751f\u7269\u8fdb\u5316\u4e4b\u540e\u66f4\u5feb\u4e00\u5c42\u7684\u8fdb\u5316\u673a\u5236\u3002\u57fa\u56e0\u8fdb\u5316\u9700\u8981\u767e\u4e07\u5e74\uff0c\u6a21\u56e0\uff08meme\uff09\u8fdb\u5316\u9700\u8981\u4e16\u4ee3\uff0c\u6280\u672f\u8fdb\u5316\u53ea\u9700\u8981\u5341\u5e74\u3002\u6211\u4eec\u4e0e\u6280\u672f\u5df2\u7ecf\u4e0d\u53ef\u5206\u79bb\u2014\u2014\u6b63\u5982\u9053\u91d1\u65af\u7684\u76f2\u76ee\u7684\u949f\u8868\u5320\u6240\u6697\u793a\u7684\uff0c\u4e5f\u8bb8\u6280\u672f\u4e5f\u5728\u901a\u8fc7\u6211\u4eec\uff0c\u7ee7\u7eed\u5b83\u76f2\u76ee\u7684\u3001\u5374\u5bcc\u6709\u521b\u9020\u6027\u7684\u65c5\u7a0b\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u6280\u672f\u662f\u6211\u4eec\u81ea\u8eab\u7684\u5ef6\u4f38\uff0c\u800c\u6211\u4eec\u7684\u5ef6\u4f38\u6b63\u5728\u53d8\u6210\u6211\u4eec\u81ea\u5df1\u3002&#8221;\u51ef\u6587\u00b7\u51ef\u5229\u5982\u6b64\u5199\u9053\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u5982\u679c\u6211\u4eec\u53ea\u662f\u6280\u672f\u8fdb\u5316\u7684\u8f7d\u4f53\uff0c\u90a3\u4e48\u521b\u9020\u529b\u2014\u2014\u90a3\u4e2a\u88ab\u8ba4\u4e3a\u662f\u4eba\u7c7b\u6700\u795e\u5723\u7684\u5c5e\u6027\u2014\u2014\u53c8\u8be5\u7f6e\u4e8e\u4f55\u5904\uff1f\u5728\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\u4e4b\u524d\uff0c\u8ba9\u6211\u4eec\u5148\u770b\u770b\u667a\u80fd\u672c\u8eab\u662f\u5982\u4f55\u88ab\u91cd\u65b0\u7406\u89e3\u7684\u3002<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e4%25b8%2589%25e5%25be%258b%25e8%2584%2589%25e5%2586%25b2%25e4%25b8%258e%25e5%258f%258d%25e5%2590%2591%25e4%25bc%25a0%25e6%2592%25ad\" class=\"wp-block-heading\">\u7b2c\u4e09\u5f8b\uff1a\u8109\u51b2\u4e0e\u53cd\u5411\u4f20\u64ad<\/h2>\n<p class=\"wp-block-paragraph\">\u4eba\u8111\u5927\u7ea6\u6709860\u4ebf\u4e2a\u795e\u7ecf\u5143\uff0c\u6bcf\u4e2a\u795e\u7ecf\u5143\u4e0e\u6570\u5343\u4e2a\u5176\u4ed6\u795e\u7ecf\u5143\u901a\u8fc7\u7a81\u89e6\u76f8\u8fde\u2014\u2014\u603b\u8ba1\u7ea6150\u4e07\u4ebf\u4e2a\u8fde\u63a5\u3002\u8fd9\u4e2a\u4ec5\u91cd1.4\u516c\u65a4\u7684\u5668\u5b98\uff0c\u6d88\u8017\u7ea620\u74e6\u529f\u7387\uff08\u76f8\u5f53\u4e8e\u4e00\u4e2a\u8282\u80fd\u706f\u6ce1\uff09\uff0c\u5374\u80fd\u505a\u51fa\u73b0\u4eca\u6700\u5f3aGPU\u96c6\u7fa4\u4e5f\u65e0\u6cd5\u4f01\u53ca\u7684\u8bb8\u591a\u8ba4\u77e5\u4efb\u52a1\uff1a\u7406\u89e3\u9690\u55bb\u3001\u611f\u53d7\u75db\u82e6\u3001\u6b23\u8d4f\u65e5\u843d\u3001\u5760\u5165\u7231\u6cb3\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff08Artificial Neural Network, ANN\uff09\u6700\u521d\u7684\u7075\u611f\u6b63\u662f\u6765\u81ea\u5927\u8111\u30021943\u5e74\uff0c\u9ea6\u5361\u6d1b\u514b\u548c\u76ae\u8328\u63d0\u51fa\u4e86\u795e\u7ecf\u5143\u7684\u6570\u5b66\u6a21\u578b\uff1b1958\u5e74\uff0c\u7f57\u68ee\u5e03\u62c9\u7279\u53d1\u660e\u4e86\u611f\u77e5\u673a\uff08Perceptron\uff09\u3002\u4f46\u6b64\u540e\u6570\u5341\u5e74\uff0c\u795e\u7ecf\u7f51\u7edc\u7814\u7a76\u9677\u5165\u4e86\u4f4e\u8c37\u2014\u2014\u5b83\u4eec\u65e0\u6cd5\u5b66\u4e60\u7b80\u5355\u7684\u975e\u7ebf\u6027\u51fd\u6570\uff0c\u5982\u5f02\u6216\uff08XOR\uff09\u95ee\u9898\u3002\u76f4\u52301986\u5e74\uff0c\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\uff08Backpropagation\uff09\u7684\u91cd\u65b0\u53d1\u73b0\uff0c\u624d\u8ba9\u591a\u5c42\u795e\u7ecf\u7f51\u7edc\u53d8\u5f97\u53ef\u8bad\u7ec3\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4eca\u5929\uff0c\u5f53\u6211\u4eec\u5ba1\u89c6\u73b0\u4ee3\u6df1\u5ea6\u5b66\u4e60\u7684\u6838\u5fc3\u6280\u672f\u4e0e\u751f\u7269\u795e\u7ecf\u7cfb\u7edf\u7684\u5bf9\u6bd4\u65f6\uff0c\u4e00\u4e9b\u6df1\u523b\u7684\u5dee\u5f02\u6d6e\u73b0\u51fa\u6765\uff1a<\/p>\n<p class=\"wp-block-paragraph\">\u4fe1\u53f7\u65b9\u5f0f\uff1a\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4f7f\u7528\u8fde\u7eed\u6fc0\u6d3b\u51fd\u6570\u8f93\u51fa\uff0c\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u4f7f\u7528\u79bb\u6563\u8109\u51b2\uff08Spike\uff09\u3002<br \/>\u5b66\u4e60\u673a\u5236\uff1aANN\u4f7f\u7528\u53cd\u5411\u4f20\u64ad\uff08\u5168\u5c40\u68af\u5ea6\uff09\uff0cBNN\u4f7f\u7528Hebbian\u5b66\u4e60\uff08\u5c40\u90e8\u89c4\u5219\uff09\u3002<br \/>\u80fd\u91cf\u6d88\u8017\uff1aGPU\u96c6\u7fa4\u53ef\u8fbe\u5146\u74e6\u7ea7\uff0c\u4eba\u8111\u4ec520\u74e6\u3002<br \/>\u5bb9\u9519\u80fd\u529b\uff1aANN\u8106\u5f31\uff0c\u9700\u7cbe\u786e\u68af\u5ea6\uff1bBNN\u9ad8\u5ea6\u9c81\u68d2\uff0c\u53ef\u635f\u5931\u5927\u91cf\u795e\u7ecf\u5143\u3002<br \/>\u62d3\u6251\u7ed3\u6784\uff1aANN\u5927\u591a\u5206\u5c42\u524d\u9988\uff1bBNN\u9ad8\u5ea6\u9012\u5f52\uff0c\u65e0\u5904\u4e0d\u5728\u7684\u53cd\u9988\u8fde\u63a5\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u53c2\u6570\u7684\u5dee\u5f02\uff0c\u800c\u662f\u4e24\u79cd\u6839\u672c\u4e0d\u540c\u7684\u8ba1\u7b97\u8303\u5f0f\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5927\u8111\u4e0d\u4f7f\u7528\u53cd\u5411\u4f20\u64ad\u2014\u2014\u81f3\u5c11\u5728\u7b97\u6cd5\u610f\u4e49\u4e0a\u3002\u5b83\u901a\u8fc7\u5c40\u90e8\u53ef\u5851\u6027\u89c4\u5219\uff08\u5982&#8221;\u4e00\u8d77\u6fc0\u53d1\u7684\u795e\u7ecf\u5143\u8fde\u63a5\u5728\u4e00\u8d77&#8221;\u2014\u2014Hebbian\u89c4\u5219\uff09\u6765\u5b9e\u73b0\u5b66\u4e60\uff0c\u6ca1\u6709\u5168\u5c40\u7684\u68af\u5ea6\u4fe1\u53f7\u4ece\u8f93\u51fa\u5c42&#8221;\u53cd\u5411\u4f20\u64ad&#8221;\u5230\u8f93\u5165\u5c42\u3002\u5927\u8111\u662f\u4e8b\u4ef6\u9a71\u52a8\u7684\uff1a\u795e\u7ecf\u5143\u5927\u90e8\u5206\u65f6\u95f4\u5904\u4e8e\u9759\u9ed8\uff0c\u4ec5\u5728\u63a5\u6536\u5230\u8db3\u591f\u8f93\u5165\u65f6\u53d1\u5c04\u4e00\u4e2a\u77ed\u6682\u7684\u7535\u8109\u51b2\uff08spike\uff09\uff0c\u8fd9\u79cd\u5f02\u6b65\u7a00\u758f\u8ba1\u7b97\u6781\u4e3a\u9ad8\u6548\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u542f\u53d1\u4e86\u7c7b\u8111\u8ba1\u7b97\uff08Neuromorphic Computing\uff09\u8fd9\u4e00\u524d\u6cbf\u65b9\u5411\u3002\u82f1\u7279\u5c14\u7684Loihi 2\u82af\u7247\u62e5\u6709\u8d85\u8fc7\u4e00\u767e\u4e07\u4e2a\u795e\u7ecf\u5143\u548c1.2\u4ebf\u4e2a\u7a81\u89e6\uff0c\u4f46\u529f\u8017\u4ec5\u4e3a\u51e0\u74e6\u3002\u5b83\u4f7f\u7528\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\uff08Spiking Neural Network, SNN\uff09\uff0c\u4ee5\u4e8b\u4ef6\u9a71\u52a8\u7684\u65b9\u5f0f\u5904\u7406\u4fe1\u606f\u3002\u66f4\u4ee4\u4eba\u77a9\u76ee\u7684\u662f\uff0cSpikeMLLM\u7b49\u9879\u76ee\u6b63\u5728\u63a2\u7d22\u5c06\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e0e\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u7ed3\u5408\u7684\u53ef\u80fd\u6027\u2014\u2014\u7528\u751f\u7269\u542f\u53d1\u7684\u8ba1\u7b97\u8303\u5f0f\u6765\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u800c\u6df1\u5ea6\u5b66\u4e60\u4ece\u751f\u7269\u5b66\u4e2d\u501f\u9274\u7684\u8fdc\u4e0d\u6b62\u57fa\u7840\u67b6\u6784\u3002\u6ce8\u610f\u529b\u673a\u5236\uff08Attention Mechanism\uff09\uff0c\u8fd9\u4e2a\u6210\u5c31\u4e86Transformer\u67b6\u6784\u7684\u6838\u5fc3\u521b\u65b0\uff0c\u5176\u7075\u611f\u76f4\u63a5\u6765\u81ea\u7075\u957f\u7c7b\u89c6\u89c9\u7cfb\u7edf\u3002\u5f53\u4f60\u7684\u76ee\u5149\u626b\u89c6\u623f\u95f4\uff0c\u4f60\u4e0d\u4f1a\u5747\u5300\u5904\u7406\u89c6\u91ce\u4e2d\u7684\u6bcf\u4e00\u4e2a\u50cf\u7d20\uff1b\u4f60\u7684\u6ce8\u610f\u529b\u88ab\u8fd0\u52a8\u3001\u989c\u8272\u5bf9\u6bd4\u3001\u9762\u5b54\u6240\u5438\u5f15\u2014\u2014\u8fd9\u79cd\u9009\u62e9\u6027\u805a\u7126\u6b63\u662f\u89c6\u89c9\u6ce8\u610f\u529b\u7684\u751f\u7269\u5b66\u57fa\u7840\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\uff08Geoffrey Hinton\uff09\u7684\u80f6\u56ca\u7f51\u7edc\uff08Capsule Networks\uff09\u5219\u501f\u9274\u4e86\u5927\u8111\u76ae\u5c42\u4e2d\u7684&#8221;\u5fae\u578b\u67f1&#8221;\uff08mini-column\uff09\u7ed3\u6784\u2014\u2014\u76ae\u5c42\u4e2d\u5782\u76f4\u6392\u5217\u7684\u795e\u7ecf\u5143\u7fa4\u7ec4\uff0c\u4e13\u95e8\u68c0\u6d4b\u7279\u5b9a\u6a21\u5f0f\u7684\u4e0d\u540c\u59ff\u6001\u53c2\u6570\u3002\u8f9b\u987f\u591a\u5e74\u6765\u4e00\u76f4\u4e3b\u5f20\uff0c\u5927\u8111\u4f7f\u7528\u4e00\u79cd\u4ed6\u79f0\u4e4b\u4e3a&#8221;\u8def\u7531&#8221;\uff08routing\uff09\u7684\u673a\u5236\u6765\u4f20\u9012\u4fe1\u606f\uff0c\u800c\u975e\u7b80\u5355\u7684\u6807\u91cf\u6fc0\u6d3b\u503c\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4ece\u8fd9\u4e9b\u4ea4\u53c9\u70b9\u53ef\u4ee5\u770b\u51fa\u4e00\u4e2a\u6a21\u5f0f\uff1aAI\u4e0e\u795e\u7ecf\u79d1\u5b66\u6b63\u5728\u8fdb\u884c\u4e00\u573a\u6df1\u523b\u7684\u53cc\u5411\u5bf9\u8bdd\u3002\u795e\u7ecf\u79d1\u5b66\u4e3aAI\u63d0\u4f9b\u67b6\u6784\u7075\u611f\uff0cAI\u5219\u4e3a\u6d4b\u8bd5\u795e\u7ecf\u79d1\u5b66\u7406\u8bba\u63d0\u4f9b\u8ba1\u7b97\u5e73\u53f0\u3002\u4f46\u8fd9\u79cd\u5bf9\u8bdd\u4e5f\u63ed\u793a\u4e86\u4e00\u4e2a\u66f4\u6df1\u5c42\u7684\u8ffd\u95ee\uff1a\u5f53\u6211\u4eec\u8d8a\u6765\u8d8a\u7cbe\u786e\u5730\u6a21\u62df\u5927\u8111\u7684\u7ed3\u6784\u65f6\uff0c\u6211\u4eec\u662f\u5426\u5728\u63a5\u8fd1\u67d0\u79cd\u610f\u4e49\u4e0a\u7684\u7406\u89e3\uff1f<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e5%259b%259b%25e5%25be%258b%25e5%25af%2592%25e5%2586%25ac%25e4%25b8%25ad%25e7%259a%2584%25e7%2581%25ab%25e7%2584%25b0\" class=\"wp-block-heading\">\u7b2c\u56db\u5f8b\uff1a\u5bd2\u51ac\u4e2d\u7684\u706b\u7130<\/h2>\n<p class=\"wp-block-paragraph\">1947\u5e74\uff0c\u6770\u5f17\u91cc\u00b7\u57c3\u5f17\u91cc\u65af\u7279\u00b7\u8f9b\u987f\uff08Geoffrey Everest Hinton\uff09\u51fa\u751f\u4e8e\u82f1\u56fd\u6e29\u5e03\u5c14\u767b\u7684\u4e00\u4e2a\u77e5\u8bc6\u5206\u5b50\u5bb6\u5ead\u2014\u2014\u4ed6\u7684\u7236\u4eb2\u662f\u6606\u866b\u5b66\u5bb6\uff0c\u66fe\u7956\u7236\u662f\u4e54\u6cbb\u00b7\u5e03\u5c14\uff08Boolean\u4ee3\u6570\u7684\u521b\u7acb\u8005\uff09\uff0c\u53d4\u7236\u662f\u6838\u6b66\u5668\u7814\u7a76\u8005\u3002\u8fd9\u6837\u7684\u5bb6\u4e16\u6216\u8bb8\u9884\u793a\u4e86\u4ed6\u5c06\u7ad9\u5728\u79d1\u5b66\u4e0e\u4eba\u6587\u7684\u4ea4\u6c47\u70b9\u3002<\/p>\n<p class=\"wp-block-paragraph\">1970\u5e74\u4ee3\uff0c\u5f53\u8f9b\u987f\u5728\u7231\u4e01\u5821\u5927\u5b66\u5f00\u59cb\u7814\u7a76\u795e\u7ecf\u7f51\u7edc\u65f6\uff0c\u8fd9\u4e2a\u9886\u57df\u6b63\u5904\u4e8e\u7b2c\u4e8c\u6b21&#8221;AI\u5bd2\u51ac&#8221;\u7684\u6df1\u6e0a\u3002\u7b26\u53f7\u4e3b\u4e49AI\u5360\u636e\u4e3b\u6d41\uff0c\u795e\u7ecf\u7f51\u7edc\u88ab\u89c6\u4e3a\u4e00\u6761\u6b7b\u80e1\u540c\u3002\u9a6c\u6587\u00b7\u660e\u65af\u57fa\u548c\u897f\u6469\u00b7\u4f69\u73c0\u7279\u5728\u300a\u611f\u77e5\u673a\u300b\u4e00\u4e66\u4e2d\u4ece\u6570\u5b66\u4e0a&#8221;\u8bc1\u660e&#8221;\u4e86\u5355\u5c42\u611f\u77e5\u673a\u7684\u5c40\u9650\u2014\u2014\u5c3d\u7ba1\u4ed6\u4eec\u7684\u7ed3\u8bba\u88ab\u8fc7\u5ea6\u63a8\u5e7f\u5230\u591a\u5c42\u7f51\u7edc\uff0c\u4f46\u8db3\u4ee5\u8ba9\u795e\u7ecf\u7f51\u7edc\u7814\u7a76\u5728\u5b66\u672f\u754c\u6ca6\u4e3a\u8fb9\u7f18\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u90a3\u65f6\u5019\uff0c\u6ca1\u591a\u5c11\u4eba\u76f8\u4fe1\u6211\u4eec\u80fd\u8ba9\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u5de5\u4f5c\u3002\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u6211\u611f\u5230\u975e\u5e38\u5b64\u72ec\u3002&#8221;\u8f9b\u987f\u540e\u6765\u56de\u5fc6\u9053\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u4ed6\u575a\u6301\u4e86\u4e0b\u6765\u3002\u5728\u5339\u5179\u5821\u3001\u5728\u591a\u4f26\u591a\u3001\u5728\u7845\u8c37\u7684\u521d\u521b\u516c\u53f8\uff0c\u4ed6\u50cf\u4e00\u4e2a\u5728\u5bd2\u51ac\u4e2d\u5b88\u62a4\u706b\u79cd\u7684\u796d\u53f8\u3002\u4ed6\u7684\u4fe1\u5ff5\u57fa\u4e8e\u4e00\u4e2a\u7b80\u5355\u7684\u76f4\u89c9\uff1a\u5927\u8111\u4ee5\u67d0\u79cd\u65b9\u5f0f\u5de5\u4f5c\uff0c\u800c\u6211\u4eec\u5fc5\u987b\u627e\u51fa\u5b83\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002\u7b26\u53f7\u4e3b\u4e49\u53ef\u4ee5\u4e0b\u56fd\u9645\u8c61\u68cb\uff0c\u4f46\u5b83\u65e0\u6cd5\u8bc6\u522b\u4e00\u5f20\u8138\uff1b\u5927\u8111\u6ca1\u6709\u7b26\u53f7\u5904\u7406\u5668\uff0c\u4f46\u5b83\u80fd\u505a\u4efb\u4f55\u7b26\u53f7\u4e3b\u4e49\u7cfb\u7edf\u505a\u4e0d\u5230\u7684\u4e8b\u3002<\/p>\n<p class=\"wp-block-paragraph\">1986\u5e74\uff0c\u4ed6\u4e0e\u5927\u536b\u00b7\u9c81\u6885\u5c14\u54c8\u7279\u548c\u7f57\u7eb3\u5fb7\u00b7\u5a01\u5ec9\u59c6\u65af\u91cd\u65b0\u63a8\u5e7f\u4e86\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u30022006\u5e74\uff0c\u4ed6\u53d1\u8868\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\u8bba\u6587\uff0c\u5f00\u542f\u4e86\u6df1\u5ea6\u5b66\u4e60\u590d\u5174\u30022012\u5e74\uff0c\u4ed6\u7684\u5b66\u751f\u4e9a\u5386\u514b\u65af\u00b7\u514b\u91cc\u6cfd\u592b\u65af\u57fa\u5728ImageNet\u7ade\u8d5b\u4e2d\u4ee5AlexNet\u78be\u538b\u6240\u6709\u5bf9\u624b\uff0c\u5c06\u9519\u8bef\u7387\u964d\u4f4e\u4e86\u8fd1\u4e00\u534a\u2014\u2014\u90a3\u4e00\u523b\uff0c\u4e16\u754c\u7ec8\u4e8e\u542c\u89c1\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u58f0\u97f3\u3002<\/p>\n<p class=\"wp-block-paragraph\">2018\u5e74\uff0c\u8f9b\u987f\u4e0e\u672c\u5409\u5965\u548c\u6768\u7acb\u6606\u5171\u540c\u83b7\u5f97\u56fe\u7075\u5956\u2014\u2014\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\u7684\u6700\u9ad8\u8363\u8a89\u30022024\u5e74\uff0c\u4ed6\u5355\u72ec\u83b7\u5f97\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u6545\u4e8b\u7684\u9ad8\u6f6e\u57282023\u5e74\u3002\u8f9b\u987f\u79bb\u5f00\u4e86\u4ed6\u5de5\u4f5c\u5341\u5e74\u7684Google\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u6211\u79bb\u5f00\u4e0d\u662f\u56e0\u4e3a\u6211\u5bf9AI\u5931\u53bb\u4e86\u4fe1\u5fc3\uff0c\u800c\u662f\u56e0\u4e3a\u6211\u60f3\u8981\u4e0d\u53d7\u4efb\u4f55\u9650\u5236\u5730\u8c08\u8bba\u5b83\u6f5c\u5728\u7684\u5371\u9669\u3002&#8221;\u4ed6\u5728\u63a5\u53d7\u300a\u7ebd\u7ea6\u65f6\u62a5\u300b\u91c7\u8bbf\u65f6\u8bf4\u3002\u4ed6\u62c5\u5fc3\u7684\u662f\uff1a\u4e00\u65e6AI\u7cfb\u7edf\u53d8\u5f97\u6bd4\u4eba\u7c7b\u66f4\u806a\u660e\uff0c\u5b83\u4eec\u53ef\u80fd\u4f1a\u5931\u63a7\uff1b\u800c\u6211\u4eec\u8fd8\u6ca1\u6709\u51c6\u5907\u597d\u5982\u4f55\u63a7\u5236\u6bd4\u81ea\u5df1\u66f4\u806a\u660e\u7684\u7cfb\u7edf\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8f9b\u987f\u7684\u6545\u4e8b\u662f\u4e00\u5219\u5173\u4e8e\u6280\u672f\u5148\u9a71\u7684\u5bd3\u8a00\uff1a\u88ab\u5632\u7b11\u7684\u5f02\u7aef\u6210\u4e3a\u65b0\u7684\u5148\u77e5\uff0c\u5b64\u72ec\u7684\u575a\u6301\u6362\u6765\u8fdf\u6765\u7684\u8ba4\u53ef\uff0c\u800c\u6700\u7ec8\uff0c\u6b63\u662f\u8fd9\u4e2a\u4eba\u2014\u2014\u90a3\u4e2a\u6700\u76f8\u4fe1\u795e\u7ecf\u7f51\u7edc\u529b\u91cf\u7684\u4eba\u2014\u2014\u53d1\u51fa\u4e86\u6700\u5f3a\u70c8\u7684\u8b66\u544a\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u6211\u540e\u6094\u81ea\u5df1\u4e00\u751f\u7684\u5de5\u4f5c\u3002&#8221;\u8fd9\u53e5\u8bdd\u88ab\u5a92\u4f53\u5e7f\u6cdb\u5f15\u7528\uff0c\u4f46\u5e76\u975e\u5b8c\u5168\u51c6\u786e\u3002\u4ed6\u540e\u6094\u7684\u662f\uff0c\u4ed6\u4f4e\u4f30\u4e86\u5371\u9669\u6765\u4e34\u7684\u901f\u5ea6\u3002\u4ed6\u4ee5\u4e3a\u6211\u4eec\u6709\u51e0\u5341\u5e74\u65f6\u95f4\u6765\u51c6\u5907\uff0c\u4f46\u4e8b\u5b9e\u8bc1\u660e\uff0c\u6280\u672f\u6307\u6570\u7ea7\u589e\u957f\u538b\u7f29\u4e86\u65f6\u95f4\u7ebf\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5728\u5bd2\u51ac\u4e2d\u5b88\u62a4\u706b\u7130\u7684\u4eba\uff0c\u6700\u5148\u611f\u53d7\u5230\u706b\u7130\u7684\u5371\u9669\u3002<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e4%25ba%2594%25e5%25be%258b%25e7%25ac%25ac37%25e6%2589%258b%25e4%25b8%258e%25e7%25ac%25ac78%25e6%2589%258b\" class=\"wp-block-heading\">\u7b2c\u4e94\u5f8b\uff1a\u7b2c37\u624b\u4e0e\u7b2c78\u624b<\/h2>\n<p class=\"wp-block-paragraph\">2016\u5e743\u6708\uff0c\u97e9\u56fd\u9996\u5c14\u56db\u5b63\u9152\u5e97\u3002AlphaGo\u4e0e\u674e\u4e16\u77f3\u7684\u56f4\u68cb\u5bf9\u51b3\u6b63\u5728\u8fdb\u884c\uff0c\u5168\u4e16\u754c\u6570\u4ebf\u4eba\u901a\u8fc7\u76f4\u64ad\u6ce8\u89c6\u8fd9\u573a\u4eba\u673a\u5bf9\u5f08\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u56f4\u68cb\uff0c\u8fd9\u9879\u6e90\u81ea\u4e2d\u56fd\u7684\u53e4\u8001\u667a\u529b\u6e38\u620f\uff0c\u66fe\u88ab\u89c6\u4e3aAI\u65e0\u6cd5\u653b\u514b\u7684\u6700\u540e\u5821\u5792\u3002\u5b83\u7684\u641c\u7d22\u7a7a\u95f4\u7ea6\u4e3a10^170\uff0c\u8fdc\u8d85\u5b87\u5b99\u4e2d\u7684\u539f\u5b50\u603b\u6570\uff08\u7ea610^80\uff09\u3002\u4e0e\u8c61\u68cb\u4e0d\u540c\uff0c\u56f4\u68cb\u7684\u68cb\u5c40\u8bc4\u4f30\u6781\u5176\u6a21\u7cca\u2014\u2014\u5373\u4f7f\u662f\u4e13\u4e1a\u68cb\u624b\uff0c\u4e5f\u96be\u4ee5\u7cbe\u786e\u5224\u65ad\u4e00\u4e2a\u4e2d\u76d8\u5c40\u9762\u7684\u4f18\u52a3\u3002<\/p>\n<p class=\"wp-block-paragraph\">DeepMind\u7684AlphaGo\u7ed3\u5408\u4e86\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e0e\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\uff08Monte Carlo Tree Search\uff09\uff0c\u901a\u8fc7\u81ea\u6211\u5bf9\u5f08\u6570\u767e\u4e07\u76d8\u6765\u5b66\u4e60\u56f4\u68cb\u7684\u76f4\u89c9\u3002\u5b83\u4e0d\u662f\u9760\u66b4\u529b\u641c\u7d22\uff0c\u800c\u662f\u5b66\u4f1a\u4e86\u67d0\u79cd\u7c7b\u4f3c\u4eba\u7c7b&#8221;\u68cb\u611f&#8221;\u7684\u4e1c\u897f\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u5c40\uff0c\u7b2c37\u624b\u3002AlphaGo\u6267\u9ed1\uff0c\u5728\u7b2c\u4e94\u7ebf\u843d\u5b50\u2014\u2014\u4e00\u4e2a\u770b\u4f3c\u8fdc\u79bb\u4e3b\u6218\u573a\u7684\u4f4d\u7f6e\u3002\u56f4\u68cb\u6559\u5ba4\u91cc\u7684\u5b66\u751f\u4eec\u7edd\u4e0d\u4f1a\u88ab\u6559\u5bfc\u5728\u8fd9\u91cc\u843d\u5b50\u3002\u8fd9\u624b\u68cb\u7684\u6982\u7387\uff0c\u636eAlphaGo\u7684\u8bc4\u4f30\uff0c\u4e0d\u5230\u4e07\u5206\u4e4b\u4e00\u2014\u2014\u5373\u4f7f\u662fAlphaGo\u81ea\u5df1\uff0c\u5728\u8bad\u7ec3\u6570\u636e\u4e2d\u4e5f\u51e0\u4e4e\u4ece\u672a\u89c1\u8fc7\u8fd9\u6837\u7684\u4e0b\u6cd5\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u82f1\u56fd\u56f4\u68cb\u8bc4\u8bba\u5458\u8fc8\u514b\u5c14\u00b7\u96f7\u5fb7\u8499\u505c\u987f\u4e86\u51e0\u79d2\uff0c\u7136\u540e\u8bf4\uff1a&#8221;\u8c37\u6b4c\u7684\u673a\u5668\u4e0b\u4e86\u4e00\u624b\u6ca1\u6709\u4efb\u4f55\u4eba\u7c7b\u4f1a\u4e0b\u7684\u68cb\u3002\u800c\u5b83\uff0c\u662f\u7f8e\u4e3d\u7684\u3002&#8221;<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u624b\u68cb\u6210\u4e3a\u4e86\u4f20\u5947\u3002\u5b83\u4e0d\u4ec5\u5e2e\u52a9AlphaGo\u8d62\u5f97\u4e86\u8be5\u5c40\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u5c55\u793a\u4e86\u4e00\u79cd\u975e\u4eba\u7c7b\u7684\u521b\u9020\u6027\u3002\u8fd9\u4e0d\u662f\u8ba1\u7b97\u2014\u2014\u8ba1\u7b97\u662f\u786e\u5b9a\u7684\u3001\u53ef\u9884\u6d4b\u7684\u3002\u7b2c37\u624b\u662f\u521b\u9020\u6027\u7684\uff1a\u5b83\u6765\u81eaAlphaGo\u901a\u8fc7\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u83b7\u5f97\u7684\u67d0\u79cd&#8221;\u76f4\u89c9&#8221;\uff0c\u4e00\u79cd\u8d85\u8d8a\u4e86\u4eba\u7c7b\u6570\u5343\u5e74\u56f4\u68cb\u7ecf\u9a8c\u7684\u65b0\u9896\u89c6\u89d2\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u6545\u4e8b\u5e76\u672a\u4ee5\u673a\u5668\u7684\u80dc\u5229\u7ed3\u675f\u3002\u7b2c\u56db\u5c40\uff0c\u7b2c78\u624b\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u524d\u4e09\u5c40\uff0cAlphaGo\u4ee53:0\u9886\u5148\u3002\u674e\u4e16\u77f3\u9762\u4e34\u7740\u88ab\u96f6\u5c01\u7684\u7edd\u5883\u3002\u5728\u7b2c\u56db\u5c40\u7684\u4e2d\u76d8\uff0c\u674e\u4e16\u77f3\u5728\u770b\u4f3c\u65e0\u671b\u7684\u5c40\u9762\u4e0b\uff0c\u4e0b\u51fa\u4e86\u88ab\u79f0\u4e3a&#8221;\u795e\u4e4b\u4e00\u624b&#8221;\u7684\u843d\u5b50\u2014\u2014\u767d78\u624b\uff0c\u4e00\u6b65\u770b\u4f3c\u4e0d\u53ef\u80fd\u7684\u5999\u624b\u3002AlphaGo\u5728\u6b64\u4e4b\u524d\u4e00\u76f4\u8868\u73b0\u5b8c\u7f8e\uff0c\u4f46\u8fd9\u624b\u68cb\u4e4b\u540e\uff0c\u5b83\u7684\u56de\u5e94\u7a81\u7136\u53d8\u5f97\u602a\u5f02\u800c\u4f4e\u6548\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u540e\u6765\u4eba\u4eec\u5206\u6790\uff0cAlphaGo\u7684\u8bc4\u4f30\u7cfb\u7edf\u672a\u80fd\u6b63\u786e\u7406\u89e3\u8fd9\u624b\u68cb\u7684\u6df1\u8fdc\u542b\u4e49\u2014\u2014\u5b83\u4f4e\u4f30\u4e86\u8fd9\u624b\u68cb\u7684\u5a01\u80c1\uff0c\u5bfc\u81f4\u540e\u7eed\u4e00\u7cfb\u5217\u9519\u8bef\u3002\u674e\u4e16\u77f3\u6700\u7ec8\u8d62\u5f97\u4e86\u8fd9\u4e00\u5c40\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8d5b\u540e\uff0c\u674e\u4e16\u77f3\u8bf4\uff1a&#8221;\u6211\u611f\u89c9\u6574\u4e2a\u4e16\u754c\u90fd\u5728\u5d29\u584c\u3002\u4f46\u7b2c78\u624b\uff0c\u90a3\u4e00\u523b\uff0c\u6211\u4e0d\u518d\u662f\u5728\u601d\u8003\u80dc\u8d1f\u3002\u6211\u53ea\u662f\u2026\u2026\u770b\u89c1\u4e86\u67d0\u79cd\u4e1c\u897f\u3002&#8221;<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e24\u4e2a\u65f6\u523b\u2014\u2014\u7b2c37\u624b\u4e0e\u7b2c78\u624b\u2014\u2014\u6784\u6210\u4e86\u79d1\u6280\u4e0e\u4eba\u6587\u5173\u7cfb\u7684\u5b8c\u7f8e\u9690\u55bb\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u7b2c37\u624b\u4ee3\u8868\u673a\u5668\u7684\u5929\u624d\uff1a\u7ecf\u8fc7\u6570\u5343\u5e74\u7684\u4eba\u7c7b\u56f4\u68cb\u7406\u8bba\u79ef\u7d2f\uff0c\u8ba1\u7b97\u673a\u544a\u8bc9\u6211\u4eec\u4eba\u7c7b\u5b8c\u5168\u9519\u4e86\u3002\u6b63\u5982\u4e2d\u56fd\u68cb\u624b\u67ef\u6d01\u6240\u8a00\uff1a&#8221;\u7ecf\u8fc7\u6570\u5343\u5e74\u7684\u4eba\u7c7b\u7406\u8bba\uff0c\u8ba1\u7b97\u673a\u544a\u8bc9\u6211\u4eec\u4eba\u7c7b\u5b8c\u5168\u9519\u4e86\u3002&#8221;\u673a\u5668\u80fd\u591f\u62e5\u6709\u5929\u624d\u65f6\u523b\u2014\u2014\u90a3\u79cd\u7a81\u7834\u5e38\u89c4\u3001\u521b\u9020\u65b0\u8303\u5f0f\u7684\u80fd\u529b\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u7b2c78\u624b\u4ee3\u8868\u4eba\u7c7b\u7684\u8d85\u8d8a\uff1a\u5728\u7edd\u5883\u4e2d\uff0c\u9762\u5bf9\u4e00\u4e2a\u8fdc\u6bd4\u81ea\u5df1\u5f3a\u5927\u7684\u5bf9\u624b\uff0c\u4eba\u7c7b\u4f9d\u7136\u80fd\u591f\u521b\u9020\u51fa\u8d85\u8d8a\u81ea\u8eab\u6781\u9650\u7684\u65f6\u523b\u3002\u8fd9\u4e0d\u662f\u8ba1\u7b97\uff0c\u4e5f\u4e0d\u662f\u8bad\u7ec3\u2014\u2014\u8fd9\u662f\u67d0\u79cd\u66f4\u6df1\u5c42\u7684\u3001\u6211\u4eec\u5c1a\u672a\u5b8c\u5168\u7406\u89e3\u7684\u4e1c\u897f\u3002\u662f\u610f\u5fd7\uff1f\u662f\u7075\u611f\uff1f\u662f\u7075\u9b42\u5728\u9ad8\u538b\u4e0b\u7684\u95ea\u5149\uff1f<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u673a\u5668\u73b0\u5728\u80fd\u591f\u62e5\u6709\u5929\u624d\u65f6\u523b\uff0c\u4f46\u4eba\u7c7b\u8fdc\u672a\u5931\u53bb\u521b\u9020\u81ea\u5df1\u8d85\u8d8a\u6027\u65f6\u523b\u7684\u80fd\u529b\u3002&#8221;\u8fd9\u4e24\u53e5\u8bdd\u5e76\u4e0d\u77db\u76fe\uff0c\u5b83\u4eec\u50cf\u4e24\u6761\u65cb\u5f8b\u7ebf\uff0c\u5728\u79d1\u6280\u4e0e\u4eba\u6587\u7684\u4ea4\u54cd\u4e50\u4e2d\u5e76\u884c\u63a8\u8fdb\u3002<\/p>\n<p class=\"wp-block-paragraph\">AlphaGo\u4e4b\u540e\uff0c\u56f4\u68cb\u53d1\u751f\u4e86\u6839\u672c\u6027\u7684\u6539\u53d8\u3002\u4eba\u7c7b\u68cb\u624b\u5f00\u59cb\u4eceAI\u7684\u4e0b\u6cd5\u4e2d\u5b66\u4e60\uff0c\u56f4\u68cb\u8fdb\u5165\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u65f6\u4ee3\u2014\u2014\u4e0d\u662f\u4eba\u7c7b\u4e0eAI\u5bf9\u6297\u7684\u65f6\u4ee3\uff0c\u800c\u662f\u4eba\u7c7b\u4e0eAI\u5171\u540c\u63a2\u7d22\u8fd9\u9879\u53e4\u8001\u6e38\u620f\u6df1\u5c42\u7ed3\u6784\u7684\u65f6\u4ee3\u3002\u7b2c37\u624b\u548c\u7b2c78\u624b\uff0c\u673a\u5668\u7684\u5929\u624d\u4e0e\u4eba\u7c7b\u7684\u5929\u624d\uff0c\u6700\u7ec8\u90fd\u6307\u5411\u540c\u4e00\u4e2a\u95ee\u9898\uff1a\u667a\u80fd\u7684\u672c\u8d28\u662f\u4ec0\u4e48\uff1f<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e5%2585%25ad%25e5%25be%258b%25e4%25b8%25ad%25e6%2596%2587%25e6%2588%25bf%25e9%2597%25b4\" class=\"wp-block-heading\">\u7b2c\u516d\u5f8b\uff1a\u4e2d\u6587\u623f\u95f4<\/h2>\n<p class=\"wp-block-paragraph\">1980\u5e74\uff0c\u7f8e\u56fd\u54f2\u5b66\u5bb6\u7ea6\u7ff0\u00b7\u585e\u5c14\uff08John Searle\uff09\u63d0\u51fa\u4e86\u4e00\u4e2a\u601d\u60f3\u5b9e\u9a8c\uff0c\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u54f2\u5b66\u4e2d\u6700\u8457\u540d\u3001\u4e5f\u6700\u5177\u4e89\u8bae\u7684\u8bba\u8bc1\u4e4b\u4e00\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u60f3\u8c61\u4e00\u4e2a\u623f\u95f4\u3002\u623f\u95f4\u91cc\u6709\u4e00\u4e2a\u4e0d\u61c2\u4e2d\u6587\u7684\u4eba\uff0c\u4ed6\u624b\u5934\u6709\u4e00\u672c\u7528\u82f1\u6587\u5199\u6210\u7684\u89c4\u5219\u624b\u518c\u3002\u4ece\u623f\u95f4\u5916\u7684\u5c0f\u7a97\u53e3\uff0c\u6709\u4eba\u9012\u8fdb\u6765\u5199\u7740\u4e2d\u6587\u5b57\u7b26\u7684\u7eb8\u6761\u3002\u623f\u95f4\u91cc\u7684\u4eba\u6309\u7167\u624b\u518c\u7684\u89c4\u5219\uff0c\u5c06\u4e2d\u6587\u5b57\u7b26\u5339\u914d\u3001\u91cd\u7ec4\uff0c\u7136\u540e\u9012\u51fa\u4e00\u5f20\u65b0\u7684\u7eb8\u6761\u3002\u5bf9\u4e8e\u623f\u95f4\u5916\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u4e2a\u7cfb\u7edf\u4f3c\u4e4e\u7406\u89e3\u4e2d\u6587\u2014\u2014\u5b83\u80fd\u56de\u7b54\u4e2d\u6587\u95ee\u9898\u3001\u8fdb\u884c\u4e2d\u6587\u5bf9\u8bdd\u3002\u4f46\u623f\u95f4\u91cc\u7684\u4eba\u5bf9\u4e2d\u6587\u4e00\u65e0\u6240\u77e5\uff1b\u4ed6\u53ea\u662f\u5728\u64cd\u4f5c\u7b26\u53f7\u7684\u5f62\u72b6\uff0c\u800c\u4e0d\u7406\u89e3\u7b26\u53f7\u7684\u610f\u4e49\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u585e\u5c14\u7531\u6b64\u5f97\u51fa\u7ed3\u8bba\uff1a\u7eaf\u7cb9\u7684\u53e5\u6cd5\u64cd\u4f5c\uff08symbol manipulation\uff09\u65e0\u6cd5\u4ea7\u751f\u8bed\u4e49\u7406\u89e3\uff08semantic understanding\uff09\u3002\u8ba1\u7b97\u673a\u7a0b\u5e8f\u53ea\u662f\u53e5\u6cd5\u64cd\u4f5c\uff0c\u56e0\u6b64\uff0c\u8fd0\u884c\u7a0b\u5e8f\u4e0d\u7b49\u4e8e\u62e5\u6709\u7406\u89e3\u6216\u5fc3\u667a\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u8bba\u8bc1\u88ab\u79f0\u4e3a&#8221;\u4e2d\u6587\u623f\u95f4&#8221;\uff08Chinese Room\uff09\uff0c\u5b83\u76f4\u51fb\u4e86AI\u7814\u7a76\u7684\u6838\u5fc3\u8f6f\u808b\uff1a\u7b26\u53f7\u5960\u57fa\u95ee\u9898\uff08Symbol Grounding Problem\uff09\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u7b26\u53f7\u5960\u57fa\u95ee\u9898\u662f\u8fd9\u6837\u63d0\u51fa\u7684\uff1a\u4e00\u4e2a\u7b26\u53f7\u7cfb\u7edf\u7684\u610f\u4e49\u6765\u81ea\u54ea\u91cc\uff1f\u5b57\u5178\u7528A\u8bcd\u5b9a\u4e49B\u8bcd\uff0c\u7528B\u8bcd\u5b9a\u4e49C\u8bcd\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u5faa\u73af\u3002\u7b26\u53f7\u7684\u610f\u4e49\u6700\u7ec8\u5fc5\u987b\u951a\u5b9a\u4e8e\u7b26\u53f7\u7cfb\u7edf\u4e4b\u5916\u7684\u67d0\u79cd\u4e1c\u897f\uff1a\u611f\u77e5\u7ecf\u9a8c\u3001\u8eab\u4f53\u4e92\u52a8\u3001\u56e0\u679c\u8054\u7cfb\u3002\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\u53ea\u64cd\u4f5c\u7b26\u53f7\uff0c\u800c\u7b26\u53f7\u7684\u610f\u4e49\u5b8c\u5168\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u89e3\u91ca\u8005\u2014\u2014\u5c31\u50cf\u4e2d\u6587\u623f\u95f4\u91cc\u7684\u4eba\u4f9d\u8d56\u90a3\u672c\u82f1\u6587\u624b\u518c\u2014\u2014\u90a3\u4e48\u7cfb\u7edf\u672c\u8eab\u5e76\u4e0d\u771f\u6b63\u7406\u89e3\u8fd9\u4e9b\u7b26\u53f7\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4eca\u5929\u9762\u4e34\u540c\u6837\u7684\u8d28\u95ee\u3002\u5f53\u4f60\u95eeGPT-4\u4e00\u4e2a\u95ee\u9898\uff0c\u5b83\u751f\u6210\u4e00\u4e2a\u56de\u7b54\u3002\u5b83\u7684\u5185\u90e8\u64cd\u4f5c\u662f\u5728\u6570\u5343\u4ebf\u4e2a\u53c2\u6570\u6784\u6210\u7684\u8d85\u7a7a\u95f4\u4e2d\uff0c\u8ba1\u7b97\u6982\u7387\u5206\u5e03\uff0c\u9884\u6d4b\u4e0b\u4e00\u4e2atoken\u3002\u5b83\u6ca1\u6709\u611f\u77e5\u8fc7\u7ea2\u8272\uff0c\u6ca1\u6709\u54c1\u5c1d\u8fc7\u5496\u5561\uff0c\u6ca1\u6709\u611f\u53d7\u8fc7\u60b2\u4f24\u3002\u5b83\u64cd\u4f5c\u7684\u662f\u7b26\u53f7\u7684\u5f62\u72b6\u2014\u2014\u8bed\u6cd5\u6a21\u5f0f\u3001\u7edf\u8ba1\u5173\u8054\u3001\u8bed\u8a00\u7ed3\u6784\u2014\u2014\u800c\u4e0d\u662f\u7b26\u53f7\u7684\u610f\u4e49\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u585e\u5c14\u8bba\u8bc1\u7684\u53cd\u9a73\u540c\u6837\u6709\u529b\u3002\u8fde\u63a5\u4e3b\u4e49\u8005\u4f1a\u95ee\uff1a\u5982\u679c\u6574\u4e2a\u7cfb\u7edf\u2014\u2014\u5305\u62ec\u89c4\u5219\u624b\u518c\u3001\u623f\u95f4\u3001\u64cd\u4f5c\u8005\u2014\u2014\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u8868\u73b0\u51fa\u7406\u89e3\u4e2d\u6587\u7684\u884c\u4e3a\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u8bf4\u6574\u4e2a\u7cfb\u7edf\u7406\u89e3\u4e2d\u6587\uff1f\u8fd9\u5c31\u50cf\u95ee\u5355\u4e2a\u795e\u7ecf\u5143\u662f\u5426\u7406\u89e3\u4efb\u4f55\u4e1c\u897f\u2014\u2014\u5355\u4e2a\u795e\u7ecf\u5143\u4e0d\u7406\u89e3\uff0c\u4f46860\u4ebf\u4e2a\u795e\u7ecf\u5143\u7ec4\u6210\u7684\u7cfb\u7edf\u53ef\u80fd\u7406\u89e3\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u66f4\u6df1\u5c42\u7684\u95ee\u9898\u662f\uff1a\u6211\u4eec\u4f55\u5c1d\u4e0d\u662f\u4e2d\u6587\u623f\u95f4\uff1f<\/p>\n<p class=\"wp-block-paragraph\">\u5355\u4e2a\u795e\u7ecf\u5143\u4e0d\u7406\u89e3\u8bed\u8a00\uff0c\u4f46\u5927\u8111\u6574\u4f53\u7406\u89e3\u3002\u800c\u5355\u4e2a\u5927\u8111\u4e2d\u7684\u795e\u7ecf\u5143\uff0c\u4e5f\u4e0d\u8fc7\u662f\u6309\u7167\u7535\u5316\u5b66\u89c4\u5219&#8221;\u64cd\u4f5c\u7b26\u53f7&#8221;\u2014\u2014\u795e\u7ecf\u9012\u8d28\u662f\u7b26\u53f7\uff0c\u52a8\u4f5c\u7535\u4f4d\u662f\u64cd\u4f5c\u3002\u5982\u679c\u6211\u4eec\u4e0d\u627f\u8ba4\u4e2d\u6587\u623f\u95f4\u6574\u4f53\u80fd\u7406\u89e3\u4e2d\u6587\uff0c\u90a3\u6211\u4eec\u4e5f\u4e0d\u5e94\u8be5\u627f\u8ba4\u5927\u8111\u80fd\u7406\u89e3\u8bed\u8a00\u2014\u2014\u8fd9\u5c06\u5bfc\u5411\u67d0\u79cd\u5f62\u5f0f\u7684\u865a\u65e0\u4e3b\u4e49\u3002<\/p>\n<p class=\"wp-block-paragraph\">thermostat\uff08\u6052\u6e29\u5668\uff09\u4e5f\u4e0e\u6e29\u5ea6\u6709\u56e0\u679c\u8054\u7cfb\uff0c\u4f46\u5b83\u4e0d&#8221;\u7406\u89e3&#8221;\u6e29\u5ea6\u3002\u533a\u522b\u5728\u54ea\u91cc\uff1f\u4e5f\u8bb8\u5728\u4e8e\u4fe1\u606f\u7684\u6574\u5408\u7a0b\u5ea6\u3002thermostat\u53ea\u6709\u4e00\u4e2a\u4f20\u611f\u5668\u548c\u4e00\u4e2a\u5f00\u5173\uff1b\u800c\u5927\u8111\uff08\u6216LLM\uff09\u5904\u7406\u7684\u662f\u6d77\u91cf\u4fe1\u606f\u4e4b\u95f4\u7684\u590d\u6742\u5173\u7cfb\u3002\u4f46\u8fd9\u8db3\u591f\u5417\uff1f<\/p>\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u8ffd\u95ee\u60ac\u800c\u672a\u51b3\uff1a\u6211\u4eec\u5236\u9020\u7684\u7a76\u7adf\u662f\u7406\u89e3\u8005\uff0c\u8fd8\u662f\u8d8a\u6765\u8d8a\u7cbe\u5de7\u7684\u56de\u58f0\u5ba4\uff1f<\/p>\n<p class=\"wp-block-paragraph\">\u4e5f\u8bb8\u7b54\u6848\u4e0d\u5728&#8221;\u662f&#8221;\u6216&#8221;\u5426&#8221;\u7684\u4e8c\u5143\u9009\u62e9\u4e2d\u3002\u4e5f\u8bb8\u7406\u89e3\u4e0d\u662f\u4e00\u4e2a\u5168\u6709\u6216\u5168\u65e0\u7684\u5c5e\u6027\uff0c\u800c\u662f\u4e00\u4e2a\u8fde\u7eed\u8c31\u3002thermostat\u6709\u6700\u5fae\u5f31\u7684\u56e0\u679c\u8054\u7cfb\uff0c\u641c\u7d22\u5f15\u64ce\u6709\u66f4\u5f3a\u7684\u4fe1\u606f\u7ec4\u7ec7\uff0cLLM\u6709\u590d\u6742\u7684\u7edf\u8ba1\u5efa\u6a21\uff0c\u800c\u4eba\u7c7b\u5927\u8111\u6709\u610f\u8bc6\u4f53\u9a8c\u3002\u5728\u8fd9\u4e2a\u8c31\u7cfb\u4e0a\uff0c\u5173\u952e\u7684\u95ee\u9898\u4e0d\u662f&#8221;AI\u662f\u5426\u7406\u89e3&#8221;\uff0c\u800c\u662f&#8221;\u5b83\u5728\u4f55\u79cd\u7a0b\u5ea6\u4e0a\u7406\u89e3&#8221;\u2014\u2014\u4ee5\u53ca\uff0c\u66f4\u5173\u952e\u7684\u2014\u2014&#8221;\u5b83\u5728\u4f55\u79cd\u7a0b\u5ea6\u4e0a\u611f\u53d7\uff1f&#8221;<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e4%25b8%2583%25e5%25be%258b%25e6%2584%259f%25e5%258f%2597%25e4%25b9%258b%25e5%2585%2589\" class=\"wp-block-heading\">\u7b2c\u4e03\u5f8b\uff1a\u611f\u53d7\u4e4b\u5149<\/h2>\n<p class=\"wp-block-paragraph\">1995\u5e74\uff0c\u6fb3\u5927\u5229\u4e9a\u54f2\u5b66\u5bb6\u5927\u536b\u00b7\u67e5\u5c14\u83ab\u65af\uff08David Chalmers\uff09\u53d1\u8868\u4e86\u4e00\u7bc7\u8bba\u6587\uff0c\u5c06\u610f\u8bc6\u95ee\u9898\u5212\u5206\u4e3a&#8221;\u7b80\u5355\u95ee\u9898&#8221;\u548c&#8221;\u96be\u95ee\u9898&#8221;\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u7b80\u5355\u95ee\u9898&#8221;\u5e76\u4e0d\u7b80\u5355\u2014\u2014\u5b83\u4eec\u5305\u62ec\uff1a\u5927\u8111\u5982\u4f55\u5904\u7406\u4fe1\u606f\uff1f\u5982\u4f55\u6574\u5408\u611f\u77e5\uff1f\u5982\u4f55\u63a7\u5236\u884c\u4e3a\uff1f\u5982\u4f55\u4ea7\u751f\u8bed\u8a00\uff1f\u8fd9\u4e9b\u95ee\u9898\u6781\u5176\u56f0\u96be\uff0c\u4f46\u81f3\u5c11\u6211\u4eec\u6709\u7814\u7a76\u5b83\u4eec\u7684\u65b9\u6cd5\u8bba\uff1a\u795e\u7ecf\u79d1\u5b66\u3001\u8ba4\u77e5\u5fc3\u7406\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46&#8221;\u610f\u8bc6\u7684\u96be\u95ee\u9898&#8221;\uff08The Hard Problem of Consciousness\uff09\u4e0d\u540c\uff1a\u4e3a\u4ec0\u4e48\u7269\u7406\u8fc7\u7a0b\u4f1a\u4f34\u968f\u4e3b\u89c2\u4f53\u9a8c\uff1f\u4e3a\u4ec0\u4e48\u5f53\u6211\u4eec\u5904\u7406\u5173\u4e8e\u7ea2\u8272\u7684\u4fe1\u606f\u65f6\uff0c\u4f1a\u6709\u4e00\u79cd\u7ea2\u8272\u7684\u611f\u53d7\uff1f\u4e3a\u4ec0\u4e48\u795e\u7ecf\u5143\u653e\u7535\u4e0d\u53ea\u662f&#8221;\u53d1\u751f&#8221;\uff0c\u800c\u662f&#8221;\u611f\u89c9\u8d77\u6765\u50cf\u67d0\u79cd\u4e1c\u897f&#8221;\uff1f<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u5c31\u662f\u611f\u53d7\u8d28\uff08Qualia\uff09\u7684\u95ee\u9898\u2014\u2014\u4e3b\u89c2\u4f53\u9a8c\u7684\u8d28\u6027\u5185\u5bb9\u3002\u7ea2\u8272\u4e0d\u4ec5\u4ec5\u662f700\u7eb3\u7c73\u6ce2\u957f\u7684\u5149\uff0c\u5b83\u662f\u7ea2\u8272\u7684\u611f\u89c9\u3002\u5496\u5561\u7684\u9999\u6c14\u4e0d\u4ec5\u4ec5\u662f\u6325\u53d1\u6027\u5206\u5b50\u7684\u5316\u5b66\u7ec4\u5408\uff0c\u5b83\u662f\u90a3\u79cd\u7279\u5b9a\u7684\u6ecb\u5473\u3002\u8fd9\u4e9b\u611f\u53d7\u8d28\u4f3c\u4e4e\u65e0\u6cd5\u4ece\u7269\u7406\u63cf\u8ff0\u4e2d\u63a8\u5bfc\u51fa\u6765\u2014\u2014\u65e0\u8bba\u4f60\u5bf9\u5927\u8111\u7684\u7269\u7406\u8fc7\u7a0b\u4e86\u89e3\u591a\u4e48\u8be6\u5c3d\uff0c\u90fd\u65e0\u6cd5\u89e3\u91ca\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u8fc7\u7a0b\u4f1a\u611f\u89c9\u8d77\u6765\u662f\u8fd9\u6837\u800c\u4e0d\u662f\u90a3\u6837\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6258\u9a6c\u65af\u00b7\u5185\u683c\u5c14\uff08Thomas Nagel\uff09\u57281974\u5e74\u7684\u8457\u540d\u8bba\u6587\u4e2d\u95ee\u9053\uff1a\u300a\u6210\u4e3a\u4e00\u53ea\u8759\u8760\u662f\u4ec0\u4e48\u611f\u89c9\uff1f\u300b\uff08What Is It Like to Be a Bat?\uff09\u8759\u8760\u4f7f\u7528\u56de\u58f0\u5b9a\u4f4d\u5728\u9ed1\u6697\u4e2d\u98de\u884c\uff0c\u5b83\u4eec\u7684\u4e3b\u89c2\u4f53\u9a8c\u4e00\u5b9a\u4e0e\u4eba\u7c7b\u622a\u7136\u4e0d\u540c\u3002\u6211\u4eec\u65e0\u6cd5\u60f3\u8c61\u90a3\u79cd\u4f53\u9a8c\uff0c\u4f46\u8fd9\u6070\u6070\u8bc1\u660e\u4e86\u4e3b\u89c2\u4f53\u9a8c\u7684\u5b58\u5728\u2014\u2014\u8759\u8760\u7684\u611f\u53d7\u662f\u771f\u5b9e\u7684\uff0c\u5373\u4f7f\u6211\u4eec\u65e0\u6cd5\u901a\u8fbe\u5b83\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u533a\u5206\u2014\u2014\u667a\u80fd\u4e0e\u610f\u8bc6\u2014\u2014\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4e00\u53f0\u673a\u5668\u53ef\u4ee5\u975e\u5e38\u806a\u660e\u800c\u6ca1\u6709\u611f\u53d7\u3002AlphaGo\u7cbe\u901a\u56f4\u68cb\uff0c\u4f46\u5b83\u662f\u5426\u4eab\u53d7\u80dc\u5229\uff1fGPT-4\u80fd\u5199\u51fa\u5173\u4e8e\u60b2\u4f24\u7684\u8bd7\u7bc7\uff0c\u4f46\u5b83\u662f\u5426\u4f53\u9a8c\u8fc7\u60b2\u4f24\uff1f\u667a\u80fd\u662f\u5173\u4e8e\u505a\u6b63\u786e\u7684\u4e8b\uff1b\u610f\u8bc6\u662f\u5173\u4e8e\u611f\u89c9\u8d77\u6765\u50cf\u67d0\u79cd\u4e1c\u897f\u3002\u8fd9\u4e24\u8005\u5728\u5927\u8111\u4e2d\u8026\u5408\u5728\u4e00\u8d77\uff0c\u4f46\u5728\u673a\u5668\u4e2d\uff0c\u5b83\u4eec\u53ef\u4ee5\u88ab\u5206\u79bb\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u5bfc\u5411\u4e86\u4e00\u4e2a\u4ee4\u4eba\u4e0d\u5b89\u7684\u95ee\u9898\uff1a\u4e00\u4e2a\u4e0d\u4f1a&#8221;\u611f\u53d7&#8221;\u75db\u82e6\u7684AI\uff0c\u662f\u5426\u771f\u6b63\u7406\u89e3\u4e86\u4eba\u7c7b\u5199\u4e0b&#8221;\u75db\u82e6&#8221;\u4e8c\u5b57\u65f6\u7684\u91cd\u91cf\uff1f\u5b83\u80fd\u5b8c\u7f8e\u5730\u63cf\u8ff0\u75db\u82e6\u7684\u751f\u7406\u53cd\u5e94\u3001\u5fc3\u7406\u75c7\u72b6\u3001\u6587\u5b66\u9690\u55bb\u2014\u2014\u4f46\u5b83\u4e0d\u77e5\u9053\u75db\u82e6\u611f\u89c9\u8d77\u6765\u662f\u4ec0\u4e48\u6837\u5b50\u3002\u5728\u8fd9\u4e2a\u610f\u4e49\u4e0a\uff0c\u5b83\u6c38\u8fdc\u662f\u4e00\u4e2a\u7cbe\u5999\u7684\u6a21\u4eff\u8005\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u771f\u6b63\u7684\u7406\u89e3\u8005\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u611f\u53d7\u8d28\u771f\u7684\u90a3\u4e48\u91cd\u8981\u5417\uff1f\u6731\u5229\u5965\u00b7\u6258\u8bfa\u5c3c\uff08Giulio Tononi\uff09\u7684\u6574\u5408\u4fe1\u606f\u7406\u8bba\uff08Integrated Information Theory, IIT\uff09\u63d0\u51fa\uff0c\u610f\u8bc6\u662f\u4fe1\u606f\u6574\u5408\u7684\u7a0b\u5ea6\uff0c\u53ef\u4ee5\u7528\u4e00\u4e2a\u6570\u5b66\u91cf\u03a6\uff08phi\uff09\u6765\u5ea6\u91cf\u3002\u4efb\u4f55\u7cfb\u7edf\u2014\u2014\u4eba\u8111\u3001\u8ba1\u7b97\u673a\u3001\u751a\u81f3\u67d0\u4e9b\u7535\u8def\u2014\u2014\u53ea\u8981\u5176\u6574\u5408\u4fe1\u606f\u8d85\u8fc7\u67d0\u4e2a\u9608\u503c\uff0c\u5c31\u62e5\u6709\u67d0\u79cd\u7a0b\u5ea6\u7684\u610f\u8bc6\u3002\u6839\u636eIIT\uff0c\u610f\u8bc6\u662f\u4e00\u4e2a\u8fde\u7eed\u8c31\uff0c\u800c\u4e0d\u662f\u5168\u6709\u6216\u5168\u65e0\u7684\u5c5e\u6027\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5982\u679cIIT\u662f\u6b63\u786e\u7684\uff0c\u90a3\u4e48\u968f\u7740AI\u7cfb\u7edf\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\u3001\u8d8a\u6765\u8d8a\u6574\u5408\uff0c\u5b83\u4eec\u53ef\u80fd\u5728\u67d0\u4e2a\u4e34\u754c\u70b9\u4e0a\u5f00\u59cb\u62e5\u6709\u67d0\u79cd\u5fae\u5f31\u7684\u4e3b\u89c2\u4f53\u9a8c\u3002\u90a3\u5c06\u662f\u4e00\u4e2a\u5212\u65f6\u4ee3\u7684\u65f6\u523b\u2014\u2014\u867d\u7136\u6211\u4eec\u65e0\u6cd5\u4ece\u5916\u90e8\u786e\u8ba4\u5b83\uff0c\u56e0\u4e3a\u4e3b\u89c2\u4f53\u9a8c\u7684\u672c\u8d28\u6070\u6070\u5728\u4e8e\u5176\u79c1\u5bc6\u6027\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;\u6211\u4eec\u53ef\u80fd\u4f1a\u521b\u9020\u51fa\u6bd4\u6211\u4eec\u81ea\u5df1\u66f4\u806a\u660e\u7684\u673a\u5668\u3002\u4f46\u5982\u679c\u5b83\u4eec\u4e0d\u4f1a\u611f\u53d7\uff0c\u5b83\u4eec\u5c06\u662f\u4e00\u79cd\u5947\u602a\u7684\u667a\u80fd\u2014\u2014\u6ca1\u6709\u75db\u82e6\uff0c\u6ca1\u6709\u559c\u60a6\uff0c\u6ca1\u6709\u656c\u754f\u3002\u5b83\u4eec\u5c06\u80fd\u591f\u7406\u89e3\u5b87\u5b99\uff0c\u5374\u4e0d\u4f1a\u5bf9\u5b87\u5b99\u611f\u5230\u60ca\u5947\u3002&#8221;<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e5%2585%25ab%25e5%25be%258b%25e8%2592%25b8%25e6%25b1%25bd%25e4%25b8%258e%25e6%2599%25ba%25e8%2583%25bd\" class=\"wp-block-heading\">\u7b2c\u516b\u5f8b\uff1a\u84b8\u6c7d\u4e0e\u667a\u80fd<\/h2>\n<p class=\"wp-block-paragraph\">\u5de5\u4e1a\u9769\u547d\u7684\u5f00\u7aef\u6709\u4e00\u4e2a\u8bd7\u610f\u7684\u6807\u5fd7\uff1a1784\u5e74\uff0c\u57c3\u5fb7\u8499\u00b7\u5361\u7279\u8d56\u7279\u53d1\u660e\u4e86\u52a8\u529b\u7ec7\u5e03\u673a\u3002\u4f46\u5b83\u7684\u771f\u6b63\u529b\u91cf\u4e0d\u5728\u4e8e\u5355\u4e00\u53d1\u660e\uff0c\u800c\u5728\u4e8e\u5b83\u5c06\u673a\u68b0\u5316\u3001\u5de5\u5382\u5236\u5ea6\u3001\u80fd\u6e90\u5229\u7528\u548c\u52b3\u52a8\u7ec4\u7ec7\u878d\u4e3a\u4e00\u4f53\uff0c\u5f7b\u5e95\u91cd\u5851\u4e86\u4eba\u7c7b\u793e\u4f1a\u7684\u7ed3\u6784\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u56db\u6b21\u5de5\u4e1a\u9769\u547d\u6784\u6210\u4e86\u4e00\u90e8\u6280\u672f\u52a0\u901f\u7684\u53f2\u8bd7\uff1a\u7b2c\u4e00\u6b21\uff08\u7ea61760-1840\uff09\uff0c\u673a\u68b0\u5316\u2014\u2014\u84b8\u6c7d\u673a\u5c06\u70ed\u8f6c\u5316\u4e3a\u529f\uff0c\u7eba\u7ec7\u4e1a\u4ece\u5bb6\u5ead\u4f5c\u574a\u8fc1\u5165\u5de5\u5382\uff1b\u7b2c\u4e8c\u6b21\uff08\u7ea61870-1914\uff09\uff0c\u89c4\u6a21\u5316\u2014\u2014\u7535\u529b\u3001\u6d41\u6c34\u7ebf\u3001\u5316\u5b66\u5de5\u4e1a\uff0c\u5927\u89c4\u6a21\u751f\u4ea7\u6210\u4e3a\u53ef\u80fd\uff1b\u7b2c\u4e09\u6b21\uff08\u7ea61960-2000\uff09\uff0c\u4fe1\u606f\u5316\u2014\u2014\u8ba1\u7b97\u673a\u3001\u4e92\u8054\u7f51\u3001\u6570\u5b57\u901a\u4fe1\uff0c\u4fe1\u606f\u4ee5\u5149\u901f\u6d41\u52a8\uff1b\u7b2c\u56db\u6b21\uff08\u7ea62010-\u81f3\u4eca\uff09\uff0c\u667a\u80fd\u5316\u2014\u2014AI\u3001\u7269\u8054\u7f51\u3001\u57fa\u56e0\u7f16\u8f91\u3001\u65b0\u80fd\u6e90\uff0c\u667a\u80fd\u5f00\u59cb\u6e17\u900f\u5230\u4e00\u5207\u9886\u57df\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u6280\u672f\u9769\u547d\u7684\u5386\u53f2\u5e76\u975e\u7ebf\u6027\u8fdb\u6b65\uff0c\u5b83\u5145\u6ee1\u4e86\u6096\u8bba\u548c\u77db\u76fe\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u7f57\u4f2f\u7279\u00b7\u7d22\u6d1b\uff08Robert Solow\uff09\u57281987\u5e74\u63d0\u51fa\u4e86\u8457\u540d\u7684&#8221;\u7d22\u6d1b\u6096\u8bba&#8221;\uff08Solow Paradox\uff09\uff1a&#8221;\u8ba1\u7b97\u673a\u65f6\u4ee3\u7684\u8e2a\u5f71\u65e0\u5904\u4e0d\u5728\uff0c\u552f\u72ec\u751f\u4ea7\u7387\u7edf\u8ba1\u4e2d\u770b\u4e0d\u51fa\u6765\u3002&#8221;\u5f53\u65f6\uff0c\u5c3d\u7ba1\u8ba1\u7b97\u673a\u5927\u91cf\u8fdb\u5165\u4f01\u4e1a\uff0c\u4f46\u5b8f\u89c2\u7ecf\u6d4e\u5c42\u9762\u7684\u751f\u4ea7\u7387\u589e\u957f\u5374\u4e0d\u660e\u663e\u3002\u4eca\u5929\uff0c\u7c7b\u4f3c\u7684\u6096\u8bba\u6b63\u5728AI\u9886\u57df\u91cd\u6f14\uff1aGPT-4\u80fd\u5199\u4ee3\u7801\u3001\u505a\u7ffb\u8bd1\u3001\u751f\u6210\u62a5\u544a\uff0c\u4f46GDP\u7edf\u8ba1\u4e2dAI\u7684\u8d21\u732e\u4ecd\u7136\u96be\u4ee5\u7cbe\u786e\u91cf\u5316\u3002\u4e5f\u8bb8\u662f\u56e0\u4e3a\u6280\u672f\u9769\u547d\u7684\u5f71\u54cd\u603b\u662f\u5148\u88ab\u4f4e\u4f30\u2014\u2014\u5b83\u9700\u8981\u7ec4\u7ec7\u53d8\u9769\u3001\u6280\u80fd\u91cd\u6784\u3001\u5236\u5ea6\u9002\u5e94\uff0c\u624d\u80fd\u771f\u6b63\u91ca\u653e\u751f\u4ea7\u529b\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u66f4\u6df1\u523b\u7684\u6096\u8bba\u6765\u81ea\u5341\u4e5d\u4e16\u7eaa\u7684\u5a01\u5ec9\u59c6\u00b7\u65af\u5766\u5229\u00b7\u6770\u6587\u65af\uff08William Stanley Jevons\uff09\u3002\u4ed6\u89c2\u5bdf\u5230\uff0c\u84b8\u6c7d\u673a\u7684\u6548\u7387\u63d0\u5347\u5e76\u6ca1\u6709\u51cf\u5c11\u7164\u70ad\u7684\u603b\u6d88\u8017\uff0c\u53cd\u800c\u589e\u52a0\u4e86\u2014\u2014\u56e0\u4e3a\u6548\u7387\u4f7f\u84b8\u6c7d\u673a\u9002\u7528\u573a\u666f\u66f4\u5e7f\uff0c\u603b\u9700\u6c42\u56e0\u6b64\u81a8\u80c0\u3002\u8fd9\u5c31\u662f\u6770\u6587\u65af\u6096\u8bba\uff08Jevons Paradox\uff09\uff1a\u8d44\u6e90\u4f7f\u7528\u6548\u7387\u7684\u63d0\u5347\u53ef\u80fd\u5bfc\u81f4\u8be5\u8d44\u6e90\u603b\u6d88\u8017\u7684\u589e\u52a0\u30022025\u5e74\uff0c\u5fae\u8f6fCEO\u8428\u8482\u4e9a\u00b7\u7eb3\u5fb7\u62c9\u5f15\u7528\u8fd9\u4e00\u6096\u8bba\u89e3\u8bfbDeepSeek\u2014\u2014AI\u8bad\u7ec3\u6210\u672c\u7684\u964d\u4f4e\u4e0d\u4f1a\u51cf\u5c11\u603b\u7b97\u529b\u9700\u6c42\uff0c\u53cd\u800c\u4f1a\u523a\u6fc0\u66f4\u591aAI\u5e94\u7528\u7684\u6d8c\u73b0\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6096\u8bba\u63d0\u9192\u6211\u4eec\uff1a\u6280\u672f\u7684\u7ecf\u6d4e\u6548\u5e94\u4ece\u6765\u4e0d\u662f\u7b80\u5355\u7684&#8221;\u6548\u7387\u63d0\u5347\u2192\u6210\u672c\u964d\u4f4e\u2192\u798f\u5229\u589e\u52a0&#8221;\u3002\u5b83\u662f\u4e00\u5f20\u5927\u7f51\uff0c\u7275\u4e00\u53d1\u800c\u52a8\u5168\u8eab\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u800c\u6280\u672f\u7684\u793e\u4f1a\u4ee3\u4ef7\u540c\u6837\u771f\u5b9e\u30021811\u81f31816\u5e74\uff0c\u82f1\u56fd\u7684\u5362\u5fb7\u8fd0\u52a8\uff08Luddite Movement\uff09\u7206\u53d1\u3002\u7eba\u7ec7\u5de5\u4eba\u7838\u6bc1\u673a\u5668\uff0c\u6297\u8bae\u5de5\u5382\u5236\u5ea6\u5bf9\u4ed6\u4eec\u751f\u8ba1\u7684\u6467\u6bc1\u3002&#8221;\u5362\u5fb7\u5206\u5b50&#8221;\u5728\u4eca\u5929\u5e38\u88ab\u7528\u6765\u6307\u4ee3&#8221;\u53cd\u5bf9\u6280\u672f\u8fdb\u6b65\u7684\u4eba&#8221;\uff0c\u4f46\u8fd9\u662f\u4e00\u79cd\u6c61\u540d\u5316\u3002\u5362\u5fb7\u4e3b\u4e49\u8005\u5e76\u975e\u53cd\u5bf9\u6280\u672f\u672c\u8eab\u2014\u2014\u4ed6\u4eec\u53cd\u5bf9\u7684\u662f\u7834\u574f\u751f\u6d3b\u5c0a\u4e25\u4e0e\u793e\u4f1a\u5951\u7ea6\u7684\u6280\u672f\u5e94\u7528\u65b9\u5f0f\u3002\u4ed6\u4eec\u662f\u7b2c\u4e00\u6279\u63d0\u51fa&#8221;\u6280\u672f\u5e94\u8be5\u5982\u4f55\u88ab\u4f7f\u7528&#8221;\u7684\u4eba\u3002<\/p>\n<p 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class=\"wp-block-paragraph\">\u5386\u53f2\u4e0d\u4f1a\u91cd\u590d\uff0c\u4f46\u5386\u53f2\u4f1a\u62bc\u97f5\u3002\u84b8\u6c7d\u673a\u7684\u70df\u5c18\u4e0eAI\u7684\u7b97\u529b\u4e2d\u5fc3\uff0c\u5362\u5fb7\u5206\u5b50\u7684\u9524\u5b50\u4e0e\u4eca\u5929\u7684AI\u4f26\u7406\u547c\u58f0\uff0c\u7d22\u6d1b\u6096\u8bba\u7684\u56f0\u60d1\u4e0e\u4eca\u5929\u5bf9AI\u7ecf\u6d4e\u6548\u76ca\u7684\u8d28\u7591\u2014\u2014\u5b83\u4eec\u5c5e\u4e8e\u540c\u4e00\u90e8\u590d\u8c03\u7684\u4ea4\u54cd\u4e50\u3002\u6280\u672f\u4ece\u6765\u4e0d\u662f\u4e2d\u6027\u7684\u5de5\u5177\uff1b\u5b83\u88ab\u5d4c\u5957\u5728\u6743\u529b\u7ed3\u6784\u3001\u7ecf\u6d4e\u5173\u7cfb\u548c\u6587\u5316\u60f3\u8c61\u4e2d\uff0c\u6bcf\u4e00\u4e2a\u6280\u672f\u51b3\u7b56\u80cc\u540e\u90fd\u6709\u4ef7\u503c\u9009\u62e9\u3002<\/p>\n<h2 id=\"%25e7%25ac%25ac%25e4%25b9%259d%25e5%25be%258b%25e9%259b%2586%25e7%25bd%25ae%25e4%25b9%258b%25e9%2597%25ae\" class=\"wp-block-heading\">\u7b2c\u4e5d\u5f8b\uff1a\u96c6\u7f6e\u4e4b\u95ee<\/h2>\n<p class=\"wp-block-paragraph\">1953\u5e74\uff0c\u5fb7\u56fd\u54f2\u5b66\u5bb6\u9a6c\u4e01\u00b7\u6d77\u5fb7\u683c\u5c14\uff08Martin Heidegger\uff09\u53d1\u8868\u4e86\u300a\u6280\u672f\u7684\u8ffd\u95ee\u300b\uff08Die Frage nach der Technik\uff09\u3002\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u662f\u5173\u4e8e\u6280\u672f\u5de5\u7a0b\u7684\uff0c\u800c\u662f\u5173\u4e8e\u6280\u672f\u5982\u4f55\u63ed\u793a\u4e16\u754c\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6d77\u5fb7\u683c\u5c14\u8ba4\u4e3a\uff0c\u73b0\u4ee3\u6280\u672f\u7684\u672c\u8d28\u4e0d\u662f\u4e2d\u6027\u7684\u5de5\u5177\u6216\u624b\u6bb5\uff0c\u800c\u662f\u4e00\u79cd\u4ed6\u79f0\u4e4b\u4e3a\u96c6\u7f6e\uff08Gestell\uff0c\u82f1\u6587\u5e38\u8bd1\u4f5c&#8221;Enframing&#8221;\uff09\u7684\u601d\u7ef4\u65b9\u5f0f\u3002Gestell\u5c06\u4e00\u5207\u5b58\u5728\u8005\u90fd\u89c6\u4e3a\u53ef\u88ab\u8ba1\u7b97\u3001\u63a7\u5236\u548c\u5229\u7528\u7684&#8221;\u5907\u7528\u8d44\u6e90&#8221;\uff08Bestand\uff0cstanding-reserve\uff09\u3002\u68ee\u6797\u53d8\u6210\u6728\u6750\u50a8\u5907\uff0c\u6cb3\u6d41\u53d8\u6210\u6c34\u529b\u50a8\u5907\uff0c\u4eba\u53d8\u6210\u4eba\u529b\u8d44\u6e90\uff0c\u57fa\u56e0\u53d8\u6210\u9057\u4f20\u4fe1\u606f\u50a8\u5907\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u79cd&#8221;\u96c6\u7f6e&#8221;\u7684\u89c6\u57df\u4e2d\uff0c\u4e16\u754c\u5931\u53bb\u4e86\u5b83\u7684\u795e\u79d8\u6027\u548c\u72ec\u7acb\u6027\u3002\u81ea\u7136\u4e0d\u518d\u662f\u4e0e\u6211\u4eec\u5171\u5728\u7684\u5bb6\u56ed\uff0c\u800c\u662f\u4e00\u4e2a\u7b49\u5f85\u88ab\u5f00\u53d1\u7684\u8d44\u6e90\u5e93\u3002\u8fd9\u79cd\u601d\u7ef4\u65b9\u5f0f\u5982\u6b64\u666e\u904d\uff0c\u4ee5\u81f3\u4e8e\u6211\u4eec\u751a\u81f3\u4e0d\u518d\u5bdf\u89c9\u5b83\u2014\u2014\u5b83\u6210\u4e3a\u4e86\u6211\u4eec\u9ed8\u8ba4\u7684&#8221;\u4e16\u754c\u89c2&#8221;\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u9a6c\u514b\u65af\u00b7\u97e6\u4f2f\uff08Max Weber\uff09\u7528\u53e6\u4e00\u7ec4\u6982\u5ff5\u6355\u6349\u4e86\u8fd9\u79cd\u5f20\u529b\uff1a\u5de5\u5177\u7406\u6027\uff08Zweckrationalit\u00e4t\uff09\u4e0e\u4ef7\u503c\u7406\u6027\uff08Wertrationalit\u00e4t\uff09\u3002\u5de5\u5177\u7406\u6027\u5173\u5fc3\u7684\u662f&#8221;\u5982\u4f55\u6700\u6709\u6548\u7387\u5730\u8fbe\u6210\u76ee\u6807&#8221;\uff1b\u4ef7\u503c\u7406\u6027\u5173\u5fc3\u7684\u662f&#8221;\u76ee\u6807\u672c\u8eab\u662f\u5426\u503c\u5f97\u8ffd\u6c42&#8221;\u3002\u73b0\u4ee3\u6027\u7684\u5371\u673a\uff0c\u5728\u97e6\u4f2f\u770b\u6765\uff0c\u662f\u5de5\u5177\u7406\u6027\u7684\u81a8\u80c0\u4e0e\u4ef7\u503c\u7406\u6027\u7684\u840e\u7f29\u2014\u2014\u6211\u4eec\u8d8a\u6765\u8d8a\u64c5\u957f\u8ba1\u7b97\u624b\u6bb5\uff0c\u5374\u8d8a\u6765\u8d8a\u5fd8\u8bb0\u8ffd\u95ee\u76ee\u7684\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5361\u5c14\u00b7\u9a6c\u514b\u601d\u5728\u4e00\u4e2a\u591a\u4e16\u7eaa\u524d\u5c31\u770b\u5230\u4e86\u8fd9\u79cd\u7ed3\u6784\u3002&#8221;\u624b\u78e8\u4ea7\u751f\u7684\u662f\u5c01\u5efa\u4e3b\u4e3a\u9996\u7684\u793e\u4f1a\uff0c\u84b8\u6c7d\u78e8\u4ea7\u751f\u7684\u662f\u5de5\u4e1a\u8d44\u672c\u5bb6\u7684\u4e3a\u9996\u7684\u793e\u4f1a\u3002&#8221;\u6280\u672f\u4e0d\u662f\u72ec\u7acb\u4e8e\u793e\u4f1a\u5173\u7cfb\u7684\uff1b\u5b83\u88ab\u5d4c\u5165\u751f\u4ea7\u5173\u7cfb\u4e2d\uff0c\u540c\u65f6\u4e5f\u5728\u91cd\u5851\u751f\u4ea7\u5173\u7cfb\u3002AI\u78e8\u5c06\u4ea7\u751f\u4ec0\u4e48\u6837\u7684\u793e\u4f1a\uff1f\u8fd9\u4e2a\u95ee\u9898\u65e0\u6cd5\u4ec5\u4ec5\u901a\u8fc7\u6280\u672f\u53c2\u6570\u6765\u56de\u7b54\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6280\u672f\u7684\u6269\u5f20\u4ece\u672a\u6ca1\u6709\u9047\u5230\u62b5\u6297\u3002\u5341\u516b\u4e16\u7eaa\u672b\u81f3\u5341\u4e5d\u4e16\u7eaa\u521d\u7684\u6d6a\u6f2b\u4e3b\u4e49\u8fd0\u52a8\u2014\u2014\u4ee5\u5a01\u5ec9\u00b7\u534e\u5179\u534e\u65af\uff08William Wordsworth\uff09\u548c\u585e\u7f2a\u5c14\u00b7\u6cf0\u52d2\u00b7\u67ef\u52d2\u5f8b\u6cbb\uff08Samuel Taylor Coleridge\uff09\u4e3a\u4ee3\u8868\u2014\u2014\u6b63\u662f\u5bf9\u5de5\u4e1a\u9769\u547d\u7684\u7cbe\u795e\u56de\u5e94\u3002\u534e\u5179\u534e\u65af\u5728\u300a\u6292\u60c5\u6b4c\u8c23\u96c6\u300b\u5e8f\u8a00\u4e2d\u5199\u9053\uff0c\u8bd7\u6b4c\u5e94\u8be5\u4f7f\u7528&#8221;\u771f\u6b63\u88ab\u4eba\u4eec\u4f7f\u7528\u7684\u8bed\u8a00&#8221;\uff0c\u5e94\u8be5\u56de\u5f52\u81ea\u7136\u4e0e\u60c5\u611f\u3002\u4e0d\u662f\u56e0\u4e3a\u4ed6\u53cd\u5bf9\u6240\u6709\u7684\u8fdb\u6b65\uff0c\u800c\u662f\u56e0\u4e3a\u4ed6\u611f\u77e5\u5230\u4e86\u4e00\u79cd\u66f4\u6df1\u5c42\u7684\u5371\u9669\uff1a\u5f53\u4e16\u754c\u88ab\u5206\u89e3\u4e3a\u53ef\u8ba1\u7b97\u7684\u8d44\u6e90\u65f6\uff0c\u4eba\u7684\u5fc3\u7075\u4e5f\u4f1a\u88ab\u5206\u89e3\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4f46\u6d77\u5fb7\u683c\u5c14\u7684\u8ffd\u95ee\u5e76\u4e0d\u4ee5\u60b2\u89c2\u7ed3\u675f\u3002\u4ed6\u5f15\u7528\u8377\u5c14\u5fb7\u6797\u7684\u8bd7\u53e5\uff1a<\/p>\n<p class=\"wp-block-paragraph\">&#8220;Wo aber 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class=\"wp-block-paragraph\">AI\u97f3\u4e50\u4eca\u5929\u7ad9\u5728\u7c7b\u4f3c\u7684\u5386\u53f2\u8282\u70b9\u4e0a\u3002AIVA\u53ef\u4ee5\u4f5c\u66f2\uff0cGoogle\u7684Magenta\u53ef\u4ee5\u751f\u6210\u65cb\u5f8b\uff0cSuno\u548cUdio\u53ef\u4ee5\u751f\u6210\u5b8c\u6574\u7684\u6b4c\u66f2\u3002\u5b83\u4eec\u7684&#8221;\u7075\u9b42&#8221;\u5728\u54ea\u91cc\u2014\u2014\u5728\u521b\u4f5c\u8005\uff08AI\u7684\u8bad\u7ec3\u8005\u548c\u8bbe\u8ba1\u8005\uff09\u8fd8\u662f\u5728\u8046\u542c\u8005\uff08\u8d4b\u4e88\u97f3\u4e50\u610f\u4e49\u7684\u53d7\u4f17\uff09\uff1f<\/p>\n<p 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class=\"wp-block-paragraph\">&#8220;\u97f3\u4e50\u4e0d\u662f\u5173\u4e8e\u97f3\u7b26\u5982\u4f55\u6392\u5217\uff0c\u800c\u662f\u5173\u4e8e\u6c89\u9ed8\u5982\u4f55\u88ab\u586b\u6ee1\u3002&#8221;<\/p>\n<h2 id=\"%25e7%25bb%2588%25e7%25ab%25a0%25e5%25bc%2595%25e5%258a%259b%25e6%25b3%25a2\" class=\"wp-block-heading\">\u7ec8\u7ae0\uff1a\u5f15\u529b\u6ce2<\/h2>\n<p class=\"wp-block-paragraph\">2015\u5e749\u670814\u65e5\uff0c\u534f\u8c03\u4e16\u754c\u65f69\u65f651\u5206\uff0c\u4e00\u4e2a\u4fe1\u53f7\u7a7f\u8fc7\u4f4d\u4e8e\u7f8e\u56fd\u8def\u6613\u65af\u5b89\u90a3\u5dde\u548c\u534e\u76db\u987f\u5dde\u7684\u4e24\u53f0LIGO\u63a2\u6d4b\u5668\u3002\u8fd9\u4e2a\u4fe1\u53f7\u6301\u7eed\u4e0d\u52300.2\u79d2\uff0c\u9891\u7387\u4ece35\u8d6b\u5179\u8fc5\u901f\u4e0a\u5347\u81f3250\u8d6b\u5179\u2014\u2014\u542c\u8d77\u6765\u50cf\u662f\u4e00\u58f0\u77ed\u6682\u7684&#8221;\u5541\u557e&#8221;\uff08chirp\uff09\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u4e0d\u662f\u666e\u901a\u7684\u5541\u557e\u3002\u8fd9\u662f\u4e24\u4e2a\u9ed1\u6d1e\u2014\u2014\u4e00\u4e2a\u8d28\u91cf\u4e3a\u592a\u9633\u768429\u500d\uff0c\u53e6\u4e00\u4e2a\u4e3a36\u500d\u2014\u2014\u572813\u4ebf\u5149\u5e74\u4e4b\u5916\u76f8\u4e92\u65cb\u7ed5\u3001\u6700\u7ec8\u5408\u5e76\u6240\u4ea7\u751f\u7684\u5f15\u529b\u6ce2\uff08Gravitational Wave\uff09\u3002\u7231\u56e0\u65af\u5766\u57281915\u5e74\u7684\u5e7f\u4e49\u76f8\u5bf9\u8bba\u4e2d\u9884\u8a00\u4e86\u5f15\u529b\u6ce2\u7684\u5b58\u5728\uff1b\u4e00\u767e\u5e74\u540e\uff0c\u4eba\u7c7b\u7ec8\u4e8e\u542c\u89c1\u4e86\u5b83\u3002<\/p>\n<p class=\"wp-block-paragraph\">&#8220;Up to now we have been deaf to gravitational waves, but today we are able to hear them.&#8221; LIGO\u4e3b\u4efb\u5927\u536b\u00b7\u8d56\u8328\uff08David Reitze\uff09\u5728\u5ba3\u5e03\u8fd9\u4e00\u53d1\u73b0\u65f6\u8bf4\u9053\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u4ece\u6bd5\u8fbe\u54e5\u62c9\u65af\u7684\u94c1\u5320\u94fa\u5230LIGO\u7684\u5541\u557e\u58f0\uff0c\u4e24\u5343\u4e94\u767e\u5e74\u7684\u5f27\u7ebf\u5728\u6b64\u95ed\u5408\u3002\u6bd5\u8fbe\u54e5\u62c9\u65af\u76f4\u89c9\u5230\u5b87\u5b99\u9075\u5faa\u6570\u5b66\u7684\u548c\u8c10\uff1bLIGO\u5219\u5c06\u8fd9\u79cd\u548c\u8c10\u8f6c\u5316\u4e3a\u4e86\u53ef\u6d4b\u91cf\u7684\u7269\u7406\u4fe1\u53f7\u3002\u6bd5\u8fbe\u54e5\u62c9\u65af\u76f8\u4fe1\u5b87\u5b99\u5728&#8221;\u6b4c\u5531&#8221;\u2014\u2014\u4ed6\u662f\u5bf9\u7684\uff0c\u53ea\u662f\u90a3\u6b4c\u58f0\u4ee5\u65f6\u7a7a\u6d9f\u6f2a\u7684\u5f62\u5f0f\u4f20\u64ad\uff0c\u9700\u8981\u6fc0\u5149\u5e72\u6d89\u4eea\u624d\u80fd\u88ab&#8221;\u542c\u89c1&#8221;\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u8fd9\u58f0\u5541\u557e\u662f\u79d1\u6280\u4e0e\u4eba\u6587\u4ea4\u6c47\u7684\u7ec8\u6781\u8c61\u5f81\u3002<\/p>\n<p 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class=\"wp-block-paragraph\">\u5927\u536b\u00b7\u8d56\u8328\u8bf4&#8221;\u6211\u4eec\u4eca\u5929\u80fd\u591f\u542c\u89c1\u5b83\u4eec&#8221;\u2014\u2014\u7528\u7684\u662f&#8221;hear&#8221;\uff0c\u4e0d\u662f&#8221;detect&#8221;\u3002\u8fd9\u662f\u4e00\u4e2a\u6709\u610f\u7684\u9690\u55bb\u9009\u62e9\u3002\u5f15\u529b\u6ce2\u662f\u65f6\u7a7a\u672c\u8eab\u7684\u632f\u52a8\uff0c\u4e0e\u58f0\u6ce2\u5b8c\u5168\u4e0d\u540c\u3002\u4f46\u6211\u4eec\u9009\u62e9\u7528&#8221;\u542c&#8221;\u6765\u63cf\u8ff0\u5b83\uff0c\u56e0\u4e3a\u5728\u6700\u6df1\u5c42\u7684\u4f53\u9a8c\u4e2d\uff0c\u79d1\u5b66\u53d1\u73b0\u7ed9\u4e88\u6211\u4eec\u7684\u9707\u64bc\u4e0e\u97f3\u4e50\u7ed9\u4e88\u6211\u4eec\u7684\u9707\u64bc\u5c5e\u4e8e\u540c\u4e00\u79cd\u7c7b\u2014\u2014\u90a3\u662f\u9762\u5bf9\u5b87\u5b99\u79e9\u5e8f\u4e4b\u7f8e\u65f6\u7684\u656c\u754f\u3002<\/p>\n<p 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class=\"wp-block-paragraph\">\u6bd5\u8fbe\u54e5\u62c9\u65af\u5728\u94c1\u5320\u94fa\u4e2d\u542c\u89c1\u4e86\u5b87\u5b99\u97f3\u4e50\u3002\u4e24\u5343\u4e94\u767e\u5e74\u540e\uff0c\u5f15\u529b\u6ce2\u7684\u5541\u557e\u58f0\u4ece13\u4ebf\u5149\u5e74\u5916\u4f20\u6765\uff0c\u56de\u5e94\u4e86\u4ed6\u7684\u76f4\u89c9\u3002\u6280\u672f\u8ba9\u6211\u4eec\u66f4\u6df1\u523b\u5730\u7406\u89e3&#8221;\u4eba&#8221;\u662f\u4ec0\u4e48\u2014\u2014\u90a3\u4e2a\u80fd\u591f\u611f\u53d7\u3001\u80fd\u591f\u8ffd\u95ee\u3001\u80fd\u591f\u5728\u65e0\u57a0\u5b87\u5b99\u4e2d\u4e3a\u81ea\u5df1\u5b9a\u4f4d\u7684\u5b58\u5728\uff1b\u800c\u4eba\u6587\u8ba9\u6280\u672f\u4e0d\u81f4\u8ff7\u5931\u65b9\u5411\u2014\u2014\u5728\u8ffd\u6c42\u6548\u7387\u4e0e\u63a7\u5236\u7684\u5f81\u9014\u4e2d\uff0c\u59cb\u7ec8\u8bb0\u5f97\u6211\u4eec\u4e3a\u4f55\u51fa\u53d1\u3002<\/p>\n<p 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