{"id":813,"date":"2026-09-03T18:04:07","date_gmt":"2026-09-03T10:04:07","guid":{"rendered":"https:\/\/www.timedigital.cn\/new\/813\/"},"modified":"2026-09-03T18:04:07","modified_gmt":"2026-09-03T10:04:07","slug":"ai%e6%a3%80%e6%b5%8b%e4%b8%ba%e4%bd%95%e6%af%94%e7%9c%9f%e5%81%87%e9%9a%be%e8%be%a8%e6%9b%b4%e6%a3%98%e6%89%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.timedigital.cn\/new\/813\/","title":{"rendered":"AI\u68c0\u6d4b\u4e3a\u4f55\u6bd4”\u771f\u5047\u96be\u8fa8”\u66f4\u68d8\u624b\uff1f"},"content":{"rendered":"

AI\u751f\u6210\u7684\u6587\u672c\u548c\u56fe\u7247\uff0c\u6b63\u5728\u4ece\u793e\u4ea4\u5a92\u4f53\u7684”\u8d5b\u535a\u5783\u573e\u573a”\u6e17\u900f\u8fdb\u6c42\u804c\u7b80\u5386\u3001\u5546\u54c1\u8bc4\u4ef7\u751a\u81f3\u4fdd\u9669\u7406\u8d54\u5355\u3002\u5f53\u865a\u5047\u5185\u5bb9\u4e0d\u518d\u53ea\u4e3a\u4e86\u535a\u773c\u7403\uff0c\u800c\u662f\u76f4\u63a5\u53c2\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u5229\u76ca\u535a\u5f08\uff0c\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u6d6e\u51fa\u6c34\u9762\uff1a\u6211\u4eec\u771f\u7684\u6709\u80fd\u529b\u5206\u8fa8\u4ec0\u4e48\u662fAI\u5199\u7684\uff0c\u4ec0\u4e48\u662f\u4eba\u5199\u7684\u5417\uff1f\u7b54\u6848\u53ef\u80fd\u6bd4”\u771f\u5047\u731c\u8c1c”\u6e38\u620f\u590d\u6742\u5f97\u591a\u3002<\/p>\n

\u4ece\u5237\u5c4f\u5230”\u996d\u7897”\uff1aAI\u5185\u5bb9\u6b63\u5728\u5165\u4fb5\u5173\u952e\u573a\u666f<\/p><\/h2>

\u8fc7\u53bb\u4e00\u5e74\uff0cAI\u751f\u6210\u5185\u5bb9\u7684\u5f62\u6001\u53d1\u751f\u4e86\u6839\u672c\u6027\u53d8\u5316\u3002\u65e9\u671f\u4eba\u4eec\u8ba8\u8bba\u7684\u8fd8\u53ea\u662f”AI\u5199\u7684\u65b0\u95fb\u662f\u5426\u53ef\u4fe1”\u6216”AI\u7ed8\u753b\u662f\u5426\u7b97\u827a\u672f”\uff0c\u4f46\u5982\u4eca\uff0c\u8fd9\u4e9b\u5185\u5bb9\u5df2\u7ecf\u6084\u7136\u8fdb\u5165\u66f4\u4e25\u8083\u7684\u9886\u57df\u3002<\/p>\n

\u521d\u521b\u516c\u53f8Pangram\u7684CEO Max Spero\u5728\u8fd1\u671f\u7684TechCrunch\u8bbf\u8c08\u4e2d\u6307\u51fa\uff0cAI\u751f\u6210\u5185\u5bb9\u5df2\u7ecf\u5e7f\u6cdb\u51fa\u73b0\u5728\u6c42\u804c\u4fe1\u3001\u4ea7\u54c1\u8bc4\u6d4b\u548c\u4fdd\u9669\u7406\u8d54\u63cf\u8ff0\u4e2d\u3002\u8fd9\u4e00\u73b0\u8c61\u4e0e\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684”AI slop”\uff08\u6307\u4f4e\u8d28\u91cf\u3001\u91cd\u590d\u6027\u7684AI\u751f\u6210\u5185\u5bb9\uff09\u6709\u672c\u8d28\u533a\u522b\u2014\u2014\u540e\u8005\u53ea\u662f\u6c61\u67d3\u4fe1\u606f\u6d41\uff0c\u800c\u524d\u8005\u76f4\u63a5\u5e72\u6270\u51b3\u7b56\u7cfb\u7edf\u3002<\/p>\n

\u4ee5\u62db\u8058\u4e3a\u4f8b\uff0c\u6c42\u804c\u8005\u7528ChatGPT\u6da6\u8272\u7b80\u5386\u65e9\u5df2\u4e0d\u662f\u79d8\u5bc6\uff0c\u4f46\u66f4\u6781\u7aef\u7684\u60c5\u51b5\u662f\uff1a\u67d0\u4e9b\u5019\u9009\u4eba\u63d0\u4ea4\u7684\u6574\u4efd\u6c42\u804c\u4fe1\u548c\u4f5c\u54c1\u96c6\u5b8c\u5168\u7531AI\u751f\u6210\uff0cHR\u9700\u8981\u5728\u51e0\u5206\u949f\u5185\u5224\u65ad\u5bf9\u65b9\u662f\u5426\u771f\u7684\u5177\u5907\u6240\u9700\u6280\u80fd\u3002\u800c\u5728\u4fdd\u9669\u7406\u8d54\u573a\u666f\uff0cAI\u751f\u6210\u7684”\u4e8b\u6545\u63cf\u8ff0”\u751a\u81f3\u53ef\u80fd\u88ab\u7528\u6765\u4f2a\u9020\u8bc1\u636e\uff0c\u5f71\u54cd\u8d54\u4ed8\u5224\u65ad\u3002<\/p>\n

\u6280\u672f\u96be\u9898\uff1a\u68c0\u6d4b\u5668\u7684”\u732b\u9f20\u6e38\u620f”<\/p><\/h2>

\u4e3a\u4ec0\u4e48AI\u68c0\u6d4b\u6bd4\u4f20\u7edf\u7684”\u771f\u5047\u8fa8\u8ba4”\u66f4\u96be\uff1fSpero\u7684\u89e3\u91ca\u76f4\u6307\u6838\u5fc3\uff1a\u4f20\u7edf\u771f\u4f2a\u5224\u65ad\u5f80\u5f80\u57fa\u4e8e\u7269\u7406\u75d5\u8ff9\u6216\u903b\u8f91\u77db\u76fe\uff0c\u4f46AI\u751f\u6210\u5185\u5bb9\u7684”\u7455\u75b5”\u6b63\u5728\u4ee5\u6307\u6570\u7ea7\u901f\u5ea6\u6d88\u5931\u3002<\/p>\n

\u65e9\u671f\u68c0\u6d4b\u5de5\u5177\u4f9d\u8d56\u7edf\u8ba1\u7279\u5f81\uff0c\u6bd4\u5982”\u56f0\u60d1\u5ea6”\uff08perplexity\uff09\u2014\u2014\u90a3\u4e9b\u8fc7\u4e8e\u6d41\u7545\u3001\u8bcd\u6c47\u91cd\u590d\u7387\u4f4e\u7684\u6587\u672c\u5f88\u5bb9\u6613\u88ab\u6253\u4e0aAI\u6807\u7b7e\u3002\u4f46\u73b0\u5728\u7684\u5927\u6a21\u578b\u7ecf\u8fc7\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u8bad\u7ec3\uff08RLHF\uff09\uff0c\u751f\u6210\u7684\u6587\u672c\u5728\u7edf\u8ba1\u5b66\u4e0a\u548c\u4eba\u7c7b\u5199\u4f5c\u51e0\u4e4e\u65e0\u6cd5\u533a\u5206\u3002\u66f4\u9ebb\u70e6\u7684\u662f\uff0c\u4e0d\u540c\u6a21\u578b\u7684\u8f93\u51fa\u98ce\u683c\u5dee\u5f02\u5f88\u5927\uff0c\u68c0\u6d4b\u5668\u5fc5\u987b\u6301\u7eed\u66f4\u65b0\u624d\u80fd\u8ddf\u4e0a\u6700\u65b0\u53d1\u5e03\u7684\u6a21\u578b\u3002<\/p>\n

\u53e6\u4e00\u4e2a\u96be\u70b9\u5728\u4e8e”\u4e0a\u4e0b\u6587\u76f8\u5173\u6027”\u3002\u540c\u6837\u4e00\u6bb5\u6587\u5b57\uff0c\u653e\u5728\u793e\u4ea4\u5a92\u4f53\u8bc4\u8bba\u91cc\u53ef\u80fd\u662fAI\u5783\u573e\uff0c\u4f46\u653e\u5728\u4e13\u4e1a\u7684\u6280\u672f\u6587\u6863\u91cc\u53ef\u80fd\u5b8c\u5168\u5408\u7406\u3002\u68c0\u6d4b\u5668\u9700\u8981\u7406\u89e3\u8bed\u4e49\u573a\u666f\uff0c\u800c\u4e0d\u53ea\u662f\u5bfb\u627e\u8bcd\u9891\u6a21\u5f0f\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5373\u4fbf\u6280\u672f\u68c0\u6d4b\u51fa”\u7591\u70b9”\uff0c\u4e5f\u65e0\u6cd5\u81ea\u52a8\u5224\u5b9a\u8fd9\u662fAI\u751f\u6210\u8fd8\u662f\u4eba\u7c7b\u523b\u610f\u6a21\u4eff\u3002<\/p>\n

\u6b64\u5916\uff0c\u76ee\u524d\u7684\u68c0\u6d4b\u5de5\u5177\u666e\u904d\u5b58\u5728\u8bef\u4f24\u95ee\u9898\u3002\u8bb8\u591a\u4ee5\u82f1\u6587\u4e3a\u7b2c\u4e8c\u8bed\u8a00\u7684\u5b66\u751f\u6216\u804c\u573a\u4eba\u58eb\uff0c\u5176\u81ea\u7136\u5199\u4f5c\u98ce\u683c\u5f80\u5f80\u66f4\u63a5\u8fd1AI\u7684”\u6807\u51c6\u5316”\u8868\u8fbe\uff0c\u5bb9\u6613\u88ab\u8bef\u5224\u4e3a\u673a\u5668\u751f\u6210\u3002\u8fd9\u79cd\u8bef\u4f24\u5728\u6c42\u804c\u548c\u7406\u8d54\u573a\u666f\u4e2d\u4f1a\u5e26\u6765\u5b9e\u8d28\u6027\u7684\u4e0d\u516c\u5e73\u540e\u679c\u3002<\/p>\n

\u884c\u4e1a\u7ade\u9010\uff1a\u521d\u521b\u516c\u53f8\u7684\u673a\u4f1a\u4e0e\u56f0\u5883<\/p><\/h2>

Pangram\u53ea\u662f\u8fc7\u53bb\u4e24\u5e74\u95f4\u6d8c\u73b0\u51fa\u7684AI\u68c0\u6d4b\u521d\u521b\u516c\u53f8\u4e4b\u4e00\u3002\u8fd9\u4e2a\u8d5b\u9053\u5982\u4eca\u62e5\u6324\u800c\u5fae\u5999\uff1a\u4e00\u65b9\u9762\uff0c\u4f01\u4e1a\u4e0e\u5e73\u53f0\u65b9\u8feb\u5207\u9700\u8981\u53ef\u9760\u5de5\u5177\u6765\u8fc7\u6ee4AI\u5185\u5bb9\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u68c0\u6d4b\u6280\u672f\u7684\u53ef\u4fe1\u5ea6\u672c\u8eab\u5c1a\u672a\u83b7\u5f97\u516c\u8ba4\u3002<\/p>\n

Spero\u8ba4\u4e3a\uff0c\u68c0\u6d4b\u5668\u7684\u89d2\u8272\u4e0d\u5e94\u8be5\u53ea\u662f”\u8d34\u6807\u7b7e”\uff0c\u800c\u662f\u8981\u63d0\u4f9b\u53ef\u4f9b\u51b3\u7b56\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002\u6bd4\u5982\uff0c\u5411\u62db\u8058\u7cfb\u7edf\u6807\u8bb0”\u8fd9\u5c01\u6c42\u804c\u4fe1\u4e2d\u7684\u67d0\u4e9b\u6bb5\u843d\u7591\u4f3cAI\u751f\u6210”\uff0c\u540c\u65f6\u9644\u4e0a\u5177\u4f53\u7684\u7f6e\u4fe1\u5ea6\u8bc4\u5206\u548c\u57fa\u4e8e\u54ea\u4e9b\u7279\u5f81\u4f5c\u51fa\u7684\u5224\u65ad\u3002\u8fd9\u79cd”\u8fc7\u7a0b\u900f\u660e”\u8fdc\u6bd4\u4e00\u4e2a\u7b80\u5355\u7684”\u662f\/\u5426”\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n

\u4f46\u8fd9\u4e5f\u610f\u5473\u7740\u66f4\u9ad8\u7684\u6280\u672f\u8981\u6c42\uff1a\u68c0\u6d4b\u5668\u5fc5\u987b\u80fd\u591f\u89e3\u91ca\u81ea\u5df1\u7684\u5224\u65ad\u4f9d\u636e\uff0c\u800c\u4e0d\u80fd\u7eaf\u7cb9\u4f9d\u8d56\u9ed1\u76d2\u6a21\u578b\u3002\u5426\u5219\uff0c\u4f7f\u7528\u8005\u65e0\u6cd5\u5224\u65ad\u68c0\u6d4b\u7ed3\u679c\u662f\u5426\u9002\u7528\u4e8e\u81ea\u5df1\u7684\u573a\u666f\uff0c\u4e5f\u65e0\u6cd5\u5e94\u5bf9\u88ab\u68c0\u6d4b\u8005\u7684\u6297\u8fa9\u3002<\/p>\n

\u4ece\u66f4\u5e7f\u7684\u884c\u4e1a\u89c6\u89d2\u770b\uff0cAI\u68c0\u6d4b\u5668\u7684\u51fa\u73b0\u672c\u8eab\u5c31\u5e26\u6709”\u9053\u9ad8\u4e00\u5c3a\uff0c\u9b54\u9ad8\u4e00\u4e08”\u7684\u65e0\u5948\u3002OpenAI\u3001Google\u7b49\u5927\u5382\u4e5f\u5728\u540c\u6b65\u63a8\u8fdb\u5185\u5bb9\u6c34\u5370\u6280\u672f\uff0c\u4f46\u6c34\u5370\u5f88\u5bb9\u6613\u88ab\u7ed5\u8fc7\u2014\u2014\u7528\u6237\u53ea\u9700\u5bf9AI\u751f\u6210\u7684\u6587\u672c\u505a\u5c11\u91cf\u6539\u5199\uff0c\u5c31\u80fd\u5236\u9020\u51fa”\u4eba\u7c7b\u5199\u624b”\u7684\u5047\u8c61\u3002\u5728\u7f3a\u4e4f\u7edf\u4e00\u6807\u51c6\u7684\u60c5\u51b5\u4e0b\uff0c\u5e73\u53f0\u65b9\u7684\u5ba1\u6838\u538b\u529b\u8d8a\u6765\u8d8a\u5927\u3002<\/p>\n

\u4fe1\u4efb\u91cd\u5efa\uff1a\u68c0\u6d4b\u4e4b\u5916\uff0c\u66f4\u9700\u8981\u89c4\u5219<\/p><\/h2>

AI\u751f\u6210\u5185\u5bb9\u7684\u68c0\u6d4b\u56f0\u5883\uff0c\u672c\u8d28\u4e0a\u53cd\u6620\u4e86\u6570\u5b57\u65f6\u4ee3\u7684\u4e00\u4e2a\u6df1\u5c42\u77db\u76fe\uff1a\u6280\u672f\u521b\u9020\u5185\u5bb9\u7684\u80fd\u529b\uff0c\u5df2\u7ecf\u8d85\u8fc7\u4e86\u793e\u4f1a\u8fa8\u522b\u5185\u5bb9\u7684\u80fd\u529b\u3002\u5355\u7eaf\u4f9d\u9760\u5de5\u5177\u5c42\u9762\u7684”\u6597\u6cd5”\u5f88\u96be\u5f7b\u5e95\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n

\u6216\u8bb8\u66f4\u9700\u8981\u5173\u6ce8\u7684\u662f\uff0c\u5728\u54ea\u4e9b\u573a\u666f\u4e0b\uff0cAI\u751f\u6210\u5185\u5bb9\u672c\u8eab\u662f\u5426\u9700\u8981\u88ab\u7981\u6b62\u3002\u6bd4\u5982\uff0c\u6c42\u804c\u7c7b\u573a\u666f\u53ef\u4ee5\u8981\u6c42\u5019\u9009\u4eba\u58f0\u660e\u662f\u5426\u4f7f\u7528AI\uff0c\u4f46\u6267\u884c\u6210\u672c\u6781\u9ad8\uff1b\u4fdd\u9669\u7406\u8d54\u573a\u666f\u53ef\u4ee5\u5f15\u5165\u4eba\u5de5\u6838\u9a8c\u73af\u8282\uff0c\u4f46\u8986\u76d6\u4e0d\u4e86\u5927\u89c4\u6a21\u7ebf\u4e0a\u4ea4\u4e92\u3002<\/p>\n

Spero\u63d0\u5230\u7684\u4e00\u4e2a\u89c2\u70b9\u6216\u8bb8\u66f4\u503c\u5f97\u8046\u542c\uff1aAI\u68c0\u6d4b\u7684\u7ec8\u6781\u76ee\u6807\u4e0d\u662f\u6d88\u706dAI\u5185\u5bb9\uff0c\u800c\u662f\u8ba9\u4fe1\u606f\u63a5\u6536\u8005\u83b7\u5f97\u8db3\u591f\u7684\u900f\u660e\u5ea6\u2014\u2014\u6bd4\u5982\u77e5\u9053\u67d0\u6bb5\u5185\u5bb9\u7684\u751f\u6210\u8fc7\u7a0b\uff0c\u4ece\u800c\u81ea\u884c\u51b3\u5b9a\u5982\u4f55\u4fe1\u4efb\u5b83\u3002<\/p>\n

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AI\u751f\u6210\u7684\u6587\u672c\u548c\u56fe\u7247\uff0c\u6b63\u5728\u4ece\u793e\u4ea4\u5a92\u4f53\u7684”\u8d5b\u535a\u5783\u573e\u573a”\u6e17\u900f\u8fdb\u6c42\u804c\u7b80\u5386\u3001\u5546\u54c1\u8bc4\u4ef7\u751a\u81f3\u4fdd\u9669\u7406\u8d54\u5355\u3002\u5f53\u865a\u5047\u5185\u5bb9\u4e0d\u518d\u53ea\u4e3a\u4e86\u535a\u773c\u7403\uff0c\u800c\u662f\u76f4\u63a5\u53c2\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u5229\u76ca\u535a\u5f08\uff0c\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u6d6e\u51fa\u6c34\u9762\uff1a\u6211\u4eec\u771f\u7684\u6709\u80fd\u529b\u5206\u8fa8\u4ec0\u4e48\u662fAI\u5199\u7684\uff0c\u4ec0\u4e48\u662f\u4eba\u5199\u7684\u5417\uff1f\u7b54\u6848\u53ef\u80fd\u6bd4”\u771f\u5047\u731c\u8c1c”\u6e38\u620f\u590d\u6742\u5f97\u591a\u3002<\/p>\n

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