{"id":740352,"date":"2026-03-09T16:35:28","date_gmt":"2026-03-09T08:35:28","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=740352"},"modified":"2026-03-09T16:35:28","modified_gmt":"2026-03-09T08:35:28","slug":"%e5%88%9a%e5%88%9a%ef%bc%8c%e6%9d%8e%e4%b8%96%e7%9f%b3%e5%86%8d%e6%88%98ai","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=740352","title":{"rendered":"\u521a\u521a\uff0c\u674e\u4e16\u77f3\u201c\u518d\u6218\u201dAI"},"content":{"rendered":"
\n

\u6587 | \u878d\u4e2d\u8d22\u7ecf<\/p>\n<\/blockquote>\n

\u521a\u521a\uff0c\u674e\u4e16\u77f3\u518d\u6b21\u76f4\u9762AI\u3002<\/p>\n

2016\u5e743\u6708\uff0c\u97e9\u56fd<\/a>\u9996\u5c14\u56db\u5b63\u9152\u5e97<\/a>\uff0c\u53f2\u4e0a\u6700\u5e74\u8f7b\u4e5d\u6bb5\u68cb\u624b\u674e\u4e16\u77f3\u4ee51:4\u8f93\u7ed9AlphaGo\u3002\u73b0\u573a\uff0c\u674e\u4e16\u77f3\u8bf4\u51fa\u4e86\u90a3\u53e5\u88ab\u8f7d\u5165AI\u53f2\u518c\u7684\u8bdd\uff1a“\u8fd9\u662f\u6211\u7684\u6781\u9650\uff0c\u4e0d\u662f\u4eba\u7c7b\u7684\u6781\u9650\u3002”\u8fd9\u573a\u5bf9\u51b3\u4e2d\uff0c\u4ed6\u4ec5\u5728\u7b2c\u56db\u5c40\u51ed\u501f\u88ab\u79f0\u4e3a“\u795e\u4e4b\u4e00\u624b”\u7684\u7b2c78\u624b\u9006\u8f6c\u53d6\u80dc\uff0c\u5176\u4f59\u56db\u5c40\u5747\u4e0d\u654cAI\u7684\u7cbe\u51c6\u8ba1\u7b97\u4e0e\u7a81\u7834\u5e38\u89c4\u7684\u843d\u5b50\u601d\u8def\u3002<\/p>\n

\u5341\u5e74\u540e\u76842026\u5e743\u67089\u65e5\uff0c\u540c\u4e00\u4e2a\u5730\u70b9\uff0c\u674e\u4e16\u77f3\u56de\u6765\u4e86\u3002<\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u4ed6\u5bf9\u9762\u7684\u4e0d\u518d\u662fGoogle DeepMind\u7684AlphaGo\uff0c\u800c\u662f\u97e9\u56fdAI\u521d\u521b\u516c\u53f8Enhans\u5f00\u53d1\u7684Agentic AI\u7cfb\u7edf\u3002\u8fd9\u573a\u5bf9\u51b3\u7684\u4e3b\u9898\u548c\u6027\u8d28\u4e5f\u5f7b\u5e95\u53d8\u4e86——\u4e0d\u518d\u662f“\u4eba\u7c7bvs.\u673a\u5668”\u7684\u96f6\u548c\u535a\u5f08\uff0c\u800c\u662f“\u4eba\u7c7b+AI”\u7684\u534f\u4f5c\u5171\u521b\u3002<\/p>\n

\u8fd9\u4e00\u6b21\uff0cEnhans\u7684AI agent\u542c\u674e\u4e16\u77f3\u7528\u8bed\u97f3\u63cf\u8ff0“\u6211\u60f3\u8bbe\u8ba1\u4e00\u79cd\u5168\u65b0\u7684\u56f4\u68cb\u89c4\u5219”\uff0c\u7136\u540e\u81ea\u52a8\u5b8c\u6210\u89c4\u5219\u5efa\u6a21\u3001\u7a0b\u5e8f\u7f16\u5199\u3001\u754c\u9762\u751f\u6210\uff0c\u6700\u540e\u548c\u674e\u4e16\u77f3\u4e00\u8d77\u8bd5\u73a9\u8fd9\u4e2a\u65b0\u6e38\u620f<\/a>\u3002Anthropic\u3001NVIDIA\u3001\u5fae\u8f6f<\/a>\u4e09\u5bb6\u5168\u7403AI\u5de8\u5934\u4f5c\u4e3a\u5b98\u65b9\u8d5e\u52a9\u5546\u4e00\u540c\u89c1\u8bc1\u3002<\/p>\n

\u5341\u5e74\u95f4\uff0c\u56f4\u68cbAI\u6280\u672f\u5b9e\u73b0\u4e86\u4ece“\u70ab\u6280”\u5230“\u4ea7\u4e1a\u843d\u5730”\u7684\u8de8\u8d8a\u3002AlphaGo\u7684\u6838\u5fc3\u7b97\u6cd5——\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u548c\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\uff08MCTS\uff09——\u5df2\u7136\u6210\u4e3a\u5982\u4ecaAgent\u521b\u4e1a<\/a>\u7684\u6838\u5fc3\u5e95\u5c42\u6280\u672f\u652f\u6491\u3002\u800c\u66fe\u7ecf\u8d85\u8d8a\u4eba\u7c7b\u68cb\u624b\u7684AI\uff0c\u5982\u4eca\u4e5f\u65e9\u5df2\u8df3\u51fa\u5355\u7eaf\u7684\u5bf9\u5f08\u8303\u7574——\u80fd\u4e0e\u4eba\u7c7b\u5171\u521b\u5168\u65b0\u6e38\u620f\u89c4\u5219\uff0c\u4e5f\u6210\u4e3a\u4e86\u4e1a\u4f59\u68cb\u624b\u7684\u4e13\u5c5e\u6559\u5b66\u5de5\u5177\uff0c\u8ba9\u56f4\u68cb\u8fd9\u95e8\u53e4\u8001\u6280\u827a\u7684\u9b45\u529b\u89e6\u8fbe\u66f4\u591a\u4eba\u3002<\/p>\n

2016“\u4eba\u673a\u5bf9\u51b3” vs 2026“\u4eba\u673a\u5171\u521b”<\/h2>\n

2016\u5e74\u7684\u90a3\u573a\u5bf9\u51b3\uff0c\u662fAI\u53d1\u5c55\u53f2\u4e0a\u7684\u6807\u5fd7\u6027\u4e8b\u4ef6\u3002<\/p>\n

\u5f7c\u65f6\uff0c\u56f4\u68cb\u56e010¹\u2077\u2070\u79cd\u53ef\u80fd\u7684\u843d\u5b50\u7ec4\u5408\uff0c\u88ab\u79f0\u4e3a“\u4eba\u7c7b\u667a\u529b\u6700\u540e\u7684\u5821\u5792”\uff0c\u8fde\u79d1\u5b66\u5bb6\u90fd\u9884\u6d4bAI\u81f3\u5c11\u8fd8\u9700\u5341\u5e74\u624d\u80fd\u653b\u514b\u3002\u800cAlphaGo\u7684\u51fa\u73b0\uff0c\u6253\u7834\u4e86\u6240\u6709\u9884\u5224——\u5b83\u5e76\u975e\u4f9d\u8d56\u86ee\u529b\u7a77\u4e3e\uff0c\u800c\u662f\u901a\u8fc7\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5b66\u4e603000\u4e07\u5c40\u4eba\u7c7b\u68cb\u8c31\uff0c\u518d\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u81ea\u6211\u5bf9\u5f08\u6570\u767e\u4e07\u6b21\uff0c\u6700\u7ec8\u5f62\u6210\u4e86\u8d85\u8d8a\u4eba\u7c7b\u76f4\u89c9\u7684\u51b3\u7b56\u903b\u8f91\u3002<\/p>\n

\u6bd4\u8d5b\u4e2d\uff0cAlphaGo\u4e0b\u51fa\u7684\u7b2c37\u624b“\u80a9\u51b2”\uff0c\u88ab\u5f53\u65f6\u7684\u89e3\u8bf4\u5458\u79f0\u4e3a“\u8fdd\u80cc\u56f4\u68cb\u5e38\u8bc6”\uff0c\u5374\u8ba9\u674e\u4e16\u77f3\u9677\u5165\u957f\u8fbe12\u5206\u949f\u7684\u6c89\u601d\u3002\u8fd9\u4e00\u5e55\u4e5f\u8ba9\u5168\u7403\u610f\u8bc6\u5230\uff0cAI\u7684\u521b\u9020\u529b\u5df2\u7ecf\u5f00\u59cb\u7a81\u7834\u4eba\u7c7b\u7684\u8ba4\u77e5\u8fb9\u754c\u3002<\/p>\n

\u5bf9\u4e8e\u674e\u4e16\u77f3\u800c\u8a00\uff0c\u8fd9\u573a\u6bd4\u8d5b\u662f\u804c\u4e1a\u751f\u6daf\u7684“\u81f3\u6697\u65f6\u523b”\uff1a\u8d5b\u524d\u4ed6\u66fe\u81ea\u4fe1\u8868\u793a“\u80dc\u7387100%”\uff0c\u9996\u5c40\u5931\u5229\u540e\u96be\u63a9\u9519\u6115\uff0c\u76f4\u5230\u7b2c\u56db\u5c40\u4ee5“\u795e\u4e4b\u4e00\u624b”\u903c\u51faAlphaGo\u7684\u7a0b\u5e8f\u6f0f\u6d1e\u624d\u6273\u56de\u4e00\u5c40\u3002<\/p>\n

\u4f46\u8fd9\u573a1:4\u7684\u5931\u5229\uff0c\u5f7b\u5e95\u6539\u5199\u4e86\u56f4\u68cb\u754c\u7684\u751f\u6001——\u804c\u4e1a\u68cb\u624b\u4ece\u8d28\u7591AI\uff0c\u5230\u7eb7\u7eb7\u5c06\u5176\u4f5c\u4e3a\u8bad\u7ec3\u5de5\u5177\uff0c\u4f20\u7edf\u7684\u56f4\u68cb\u6218\u672f\u4f53\u7cfb\u88ab\u98a0\u8986\uff0c\u5e74\u8f7b\u68cb\u624b\u51ed\u501f\u5bf9AI\u7b56\u7565<\/a>\u7684\u638c\u63e1\u5feb\u901f\u5d1b\u8d77\uff0c\u800c\u575a\u5b88\u4f20\u7edf\u601d\u8def\u7684\u8001\u5c06\u9010\u6e10\u88ab\u8fb9\u7f18\u5316\u3002\u4e0e\u6b64\u540c\u65f6\uff0cAlphaGo\u7684\u80dc\u5229\u8ba9\u5168\u7403\u770b\u5230\u4e86\u5f3a\u5316\u5b66\u4e60\u4e0e\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\u7684\u5de8\u5927\u6f5c\u529b\uff0c\u76f4\u63a5\u70b9\u71c3\u4e86AI\u521b\u4e1a\u70ed\u6f6e\uff0c\u4e5f\u4e3a\u540e\u7eedAgent\u6280\u672f\u7684\u53d1\u5c55\u57cb\u4e0b\u4e86\u6280\u672f\u79cd\u5b50\u3002<\/p>\n

2024\u5e74\u63a5\u53d7\u8c37\u6b4c\u91c7\u8bbf\u65f6\uff0c\u674e\u4e16\u77f3\u5766\u8a00\uff1a“AlphaGo\u51fa\u73b0\u540e\uff0c\u6211\u7684\u60f3\u6cd5\u53d8\u4e86\u5f88\u591a\u3002\u56f4\u68cb\u53d8\u5f97\u548c\u6211\u5b66\u7684\u65f6\u5019\u5b8c\u5168\u4e0d\u540c\u4e86\uff0c\u8fde\u804c\u4e1a\u68cb\u624b\u7684\u8bad\u7ec3\u6a21\u5f0f\u90fd\u88ab\u5f7b\u5e95\u6539\u5199\u3002\u5982\u679c\u91cd\u6765\uff0c\u6211\u4e0d\u60f3\u6210\u4e3a\u804c\u4e1a\u68cb\u624b\uff0c\u53ea\u60f3\u628a\u56f4\u68cb\u5f53\u4f5c\u7231\u597d\u3002”\u800c\u4ed6\u66f4\u63d0\u5230\uff0c\u5982\u4ecaAI\u4e8e\u4ed6\u7684\u8eab\u4efd\u5df2\u4e0d\u518d\u662f\u5bf9\u624b\uff0c\u800c\u662f\u53ef\u4ee5\u5171\u521b\u7684\u4f19\u4f34——\u8fd9\u4e5f\u4e3a\u4ed6\u4e24\u5e74\u540e\u7684\u5f52\u6765\u57cb\u4e0b\u4e86\u4f0f\u7b14\u3002<\/p>\n

2026\u5e74\uff0c\u674e\u4e16\u77f3\u4e0eEnhans AI agent\u5728\u5341\u5e74\u524d\u7684\u540c\u4e00\u5730\u70b9\u5c55\u5f00\u4e86“\u4eba\u673a\u5171\u521b”\u3002<\/p>\n

\u8fd9\u4f4d\u66fe\u5728\u68cb\u76d8\u4e0a\u4e0eAI\u6fc0\u70c8\u535a\u5f08\u7684\u4e5d\u6bb5\u68cb\u624b\uff0c\u5982\u4eca\u5df2\u662f\u575a\u5b9a\u7684AI\u4e50\u89c2\u6d3e\uff0c\u4ed6\u76f4\u8a00\uff1a“\u4eba\u4eec\u4f1a\u8bf4AI\u65f6\u4ee3\u5230\u6765\u540e\u5de5\u4f5c\u5c97\u4f4d\u4f1a\u6d88\u5931\uff0c\u4f46\u6211\u8ba4\u4e3a\uff0c\u901a\u8fc7AI\uff0c\u5de5\u4f5c\u5c97\u4f4d\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u800c\u4e0d\u662f\u6d88\u5931\u3002\u901a\u8fc7AI\uff0c\u8fd8\u4f1a\u8bde\u751f\u5927\u91cf\u65b0\u7684\u5de5\u4f5c\u5c97\u4f4d\u3002”\u4ed6\u63d0\u5230\uff0c\u9000\u5f79\u540e\u63a5\u89e6\u8fc7\u8bb8\u591a\u6709\u521b\u610f\u5374\u56e0\u6280\u672f\u95e8\u69db\u65e0\u6cd5\u843d\u5730\u7684\u5e74\u8f7b\u4eba\uff0c\u800cAgentic AI\u6b63\u662f\u7834\u89e3\u8fd9\u4e00\u56f0\u5883\u7684\u94a5\u5319\u3002<\/p>\n

\u5171\u521b\u73af\u8282\u6210\u4e3a\u6574\u573a\u6d3b\u52a8\u7684\u6838\u5fc3\u3002\u674e\u4e16\u77f3\u5bf9\u7740Enhans AI\u7cfb\u7edf\u6e05\u6670\u63cf\u8ff0\u81ea\u5df1\u7684\u521b\u610f\uff1a“\u6211\u60f3\u505a\u4e00\u6b3e\u80fd\u9002\u914d\u4e0d\u540c\u8def\u6570\u68cb\u76d8\u3001\u8fd8\u6709\u6559\u5b66\u529f\u80fd\u7684\u56f4\u68cbApp\uff0c\u65e2\u8981\u9002\u5408\u521d\u5b66\u8005\u5165\u95e8\uff0c\u4e5f\u80fd\u6ee1\u8db3\u6709\u4e00\u5b9a\u57fa\u7840\u7684\u4eba\u7ec3\u4e60\u3002”<\/p>\n

AI\u542f\u52a8\u89c4\u5219\u5efa\u6a21\uff0c\u5c4f\u5e55\u5b9e\u65f6\u5448\u73b0\u903b\u8f91\u62c6\u89e3\u4e0e\u4ee3\u7801\u751f\u6210\u8fdb\u5ea6\uff0c\u4ece\u9700\u6c42\u5206\u6790\u5230\u754c\u9762\u8bbe\u8ba1\uff0c\u518d\u5230\u6838\u5fc3\u529f\u80fd\u5f00\u53d1\uff0c\u652f\u63019\u8def\u300113\u8def\u300119\u8def\u68cb\u76d8\u7684\u56f4\u68cbApp\u5728\u77ed\u65f6\u95f4\u5185\u6210\u578b\uff0c\u8fd8\u5185\u7f6e\u4e86“\u56f4\u68cb\u8001\u5e08”\u6a21\u5757——\u4f1a\u7528\u901a\u4fd7\u7684\u8bed\u8a00\u8bb2\u89e3“\u68cb\u76d8\u89d2\u843d\u662f\u6700\u7a33\u56fa\u7684\u843d\u5b50\u70b9”\u3001“\u8fde\u63a5\u68cb\u5b50\u5982\u540c\u642d\u5efa\u575a\u56fa\u56f4\u5899”\u7b49\u57fa\u7840\u6280\u5de7\uff0c\u8ba9\u521d\u5b66\u8005\u80fd\u5feb\u901f\u5165\u95e8\u3002\u6700\u7ec8\uff0c\u4e00\u6b3e\u96c6\u591a\u68cb\u76d8\u9002\u914d\u3001\u5165\u95e8\u6559\u5b66\u3001\u5b9e\u65f6\u68cb\u5c40\u5206\u6790\u4e0e\u843d\u5b50\u63a8\u8350\u4e8e\u4e00\u4f53\u7684\u5168\u529f\u80fd\u56f4\u68cbApp\u843d\u5730\u4e86\u3002<\/p>\n

\u674e\u4e16\u77f3\u4e0eEnhans CEO\u4e00\u540c\u8bd5\u73a9\u65b0APP\uff0c\u8fc7\u7a0b\u4e2d\u4ed6\u4e34\u65f6\u63d0\u51fa“\u589e\u52a0\u68cb\u5c40\u5206\u6790\u4e0e\u843d\u5b50\u63a8\u8350\u529f\u80fd”\uff0cAI\u8fc5\u901f\u54cd\u5e94\u4f18\u5316\uff0c\u77ed\u77ed\u51e0\u5206\u949f\u4fbf\u5b8c\u6210\u66f4\u65b0\u3002\u8bd5\u73a9\u7ed3\u675f\u540e\uff0c\u674e\u4e16\u77f3\u7531\u8877\u8d5e\u53f9\uff1a“\u771f\u7684\u5f88\u795e\u5947\uff0c10\u5e74\u524d\u6211\u8981\u82b1\u51e0\u5929\u65f6\u95f4\u7814\u7a76\u4e00\u76d8\u68cb\u7684\u6700\u4f18\u89e3\uff0c\u73b0\u5728\u77ed\u77ed\u4e00\u5c0f\u65f6\uff0c\u5c31\u80fd\u548cAI\u4e00\u8d77\u6253\u9020\u51fa\u4e00\u6b3e\u529f\u80fd\u5b8c\u6574\u7684\u56f4\u68cbApp\uff0c\u8fd9\u5c31\u662f\u6280\u672f\u8fdb\u6b65\u7684\u610f\u4e49\u3002”<\/p>\n

\u6574\u573a\u6d3b\u52a8\u6301\u7eed\u4e86\u4e00\u4e2a\u591a\u5c0f\u65f6\u3002\u5c3d\u7ba1\u6d3b\u52a8\u6216\u8bb8\u5e26\u6709\u4e00\u5b9a\u7684\u5546\u4e1a\u63a8\u5e7f\u5c5e\u6027\uff0c\u4f46\u5b83\u4e5f\u901a\u8fc7\u674e\u4e16\u77f3\uff0c\u8ba9\u89c2\u4f17\u76f4\u89c2\u611f\u53d7\u5230\u4e86AI\u4ee3\u7406\u52a9\u624b\u7684\u6267\u884c\u80fd\u529b\u3002<\/p>\n

\"\u521a\u521a\uff0c\u674e\u4e16\u77f3\u201c\u518d\u6218\u201dAI\"<\/p>\n

\u56f4\u68cbAI\u521b\u4e1a\u7684“\u6b7b\u4ea1\u540d\u5355”<\/h2>\n

2016\u5e74AlphaGo\u6218\u80dc\u674e\u4e16\u77f3\u7684\u6d88\u606f\u4f20\u51fa\u540e\uff0c\u5168\u7403\u521b\u6295<\/a>\u5708\u6380\u8d77\u4e86\u4e00\u80a1“\u56f4\u68cbAI\u521b\u4e1a\u70ed”\u3002\u5f53\u65f6\u7684\u903b\u8f91\u770b\u8d77\u6765\u65e0\u61c8\u53ef\u51fb\uff1a\u56f4\u68cb\u662f\u4eba\u7c7b\u6700\u590d\u6742\u7684\u7b56\u7565\u6e38\u620f\uff0c\u80fd\u4e0b\u8d62\u4e16\u754c\u51a0\u519b\u7684AI\uff0c\u5546\u4e1a\u5316\u8fd8\u4f1a\u8fdc\u5417\uff1f<\/p>\n

\u73b0\u5b9e\u5f88\u5feb\u7ed9\u6240\u6709\u4eba\u6cfc\u4e86\u4e00\u76c6\u51b7\u6c34\u3002<\/p>\n

2018\u5e746\u6708\uff0c\u5317\u4eac\u68cb\u667a\u79d1\u6280\u6709\u9650\u516c\u53f8\u5728\u5317\u4eac\u6210\u7acb\u3002\u521b\u59cb\u56e2\u961f\u4e0e\u4e2d\u79d1\u9662\u3001\u6e05\u534e\u5927\u5b66\u5173\u8054\u6df1\u539a\uff0c\u5b9e\u63a7\u4eba\u7531\u5c0f\u5ddd\u662f\u6e05\u534e\u5927\u5b66\u526f\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c2016\u5e74\u8d77\u4ece\u4e8b\u4eba\u5de5\u667a\u80fd<\/a>\u7b97\u6cd5\u7814\u7a76\uff0c\u4e3b\u6301\u5f00\u53d1\u8ba1\u7b97\u673a\u56f4\u68cb\u7a0b\u5e8f\"\u795e\u7b97\u5b50\"\uff08\u540e\u66f4\u540d\u4e3a\u661f\u9635\u56f4\u68cb\uff09\u3002<\/p>\n

\u68cb\u667a\u79d1\u6280\u7684\u6838\u5fc3\u4e1a\u52a1\u6db5\u76d6\u804c\u4e1a\u68cb\u624bAI\u966a\u7ec3\u3001\u56f4\u68cb\u6280\u672f\u7b49\u7ea7\u8bc1\u4e66\u7ba1\u7406\u7cfb\u7edf\u3001\u7535\u5b50\u8bc1\u4e66\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u8fd8\u8ba1\u5212\u901a\u8fc7\u4e0e\u4e2d\u56fd\u56f4\u68cb\u534f\u4f1a\u5408\u8d44\u6210\u7acb\u7684\u5317\u4eac\u5f08\u534e\u79d1\u6280\u670d\u52a1\u6709\u9650\u516c\u53f8\uff0c\u642d\u5efa“\u7edf\u4e00\u7684\u4e2d\u56fd\u56f4\u68cb\u884c\u4e1a\u670d\u52a1\u7ba1\u7406\u5e73\u53f0”\uff0c\u627f\u63a5\u56f4\u68cb\u5b9a\u7ea7\u8003\u8bd5\u3001\u8bc1\u4e66\u53d1\u653e\u7b49\u6838\u5fc3\u4e1a\u52a1——\u8fd9\u662f\u6bd4\u5355\u7eaf\u966a\u7ec3\u66f4\u5177\u60f3\u8c61\u7a7a\u95f4\u7684\u5546\u4e1a\u5316\u8def\u5f84\u3002<\/p>\n

\u68cb\u667a\u79d1\u6280\u7684\u95ee\u9898\u5728\u4e8e\uff1a<\/p>\n

\u5176\u4e00\uff0c\u6838\u5fc3\u4f9d\u8d56\u7684\u804c\u4e1a\u56f4\u68cb\u4e0e\u884c\u4e1a\u7ba1\u7406\u5e02\u573a\u4f53\u91cf\u6709\u9650\u3002\u4e2d\u56fd\u804c\u4e1a\u68cb\u624b\u603b\u6570\u4e0d\u8db3500\u4eba\uff0c\u5c31\u7b97\u5168\u90e8\u4ed8\u8d39\uff0c\u5e74\u6536\u5165\u5929\u82b1\u677f\u4e5f\u770b\u5f97\u89c1\uff1b\u800c\u4e0e\u4e2d\u56f4\u534f\u7684\u5408\u8d44\u6a21\u5f0f\u4e2d\uff0c\u68cb\u667a\u79d1\u6280\u6301\u80a149%\uff0c\u5904\u4e8e\u88ab\u52a8\u5730\u4f4d\uff0c56\u9879\u3001\u603b\u4ef7\u503c\u6570\u5343\u4e07\u5143\u7684\u8f6f\u4ef6\u8457\u4f5c\u6743\uff08\u5305\u62ec\"\u56f4\u68cb\u6280\u672f\u7b49\u7ea7\u8bc1\u4e66\u7ba1\u7406\u7cfb\u7edf\"\"\u56f4\u68cb\u8003\u8bd5\u5236\u8bc1\u53ca\u7535\u5b50\u8bc1\u4e66\u7ba1\u7406\u7cfb\u7edf\"\u7b49\u6838\u5fc3\u77e5\u8bc6\u4ea7\u6743\uff09\u8d60\u4e88\u5408\u8d44\u516c\u53f8\u540e\uff0c\u5931\u53bb\u4e86\u4e1a\u52a1\u4e3b\u5bfc\u6743\u3002<\/p>\n

\u5176\u4e8c\uff0c\u5de8\u5934\u514d\u8d39\u4ea7\u54c1\u7684\u6324\u538b\u3002\u817e\u8baf<\/a>\u7684“\u7edd\u827a”\u57282017\u5e74\u4e0a\u7ebf\uff0c\u514d\u8d39\u63d0\u4f9b\u7ed9\u4e2d\u56fd\u56fd\u5bb6\u56f4\u68cb\u961f\u4f7f\u7528\uff0c\u76f4\u63a5\u51b2\u51fb\u4e86\u4ed8\u8d39\u8bad\u7ec3\u7cfb\u7edf\u7684\u5e02\u573a\u9700\u6c42\u3002<\/p>\n

\u5176\u4e09\uff0c\u5408\u8d44\u6cbb\u7406\u7ed3\u6784\u7684\u6df1\u5c42\u9690\u60a3\u3002\u5f08\u534e\u516c\u53f8\u8bbe\u7acb\u540e\uff0c\u5e73\u53f0\u4e8e2020\u5e74\u4e0a\u7ebf\uff0c\u4e1a\u52a1\u4e00\u5ea6\u5feb\u901f\u8d77\u91cf\uff0c\u4f46\u968f\u540e\u5408\u8d44\u65b9\u4ee5\u89c4\u8303\u6cbb\u7406\u4e3a\u7531\u6536\u7d27\u7ba1\u7406\u6743\uff0c\u63a7\u5236\u516c\u53f8\u5370\u7ae0\u53ca\u8d22\u52a1\uff0c\u68cb\u667a\u79d1\u6280\u9010\u6b65\u4e27\u5931\u7ecf\u8425\u53c2\u4e0e\u6743\u548c\u8d22\u52a1\u77e5\u60c5\u6743\u3002\u867d\u7ecf\u6cd5\u5f8b\u7a0b\u5e8f\u4e3b\u5f20\u80a1\u4e1c\u6743\u5229\uff0c\u4f46\u76f8\u5173\u6743\u76ca\u96be\u4ee5\u5b9e\u8d28\u843d\u5b9e\uff0c\u6838\u5fc3\u6280\u672f\u56e2\u961f\u88ab\u8feb\u89e3\u6563\u3002<\/p>\n

\u68cb\u667a\u79d1\u6280\u4e0d\u662f\u5b64\u4f8b\u30022016-2018\u5e74\u95f4\uff0cAlphaGo\u6380\u8d77\u7684AI\u70ed\u6f6e\u50ac\u751f\u4e86\u5927\u91cf\u56f4\u68cbAI\u521b\u4e1a\u516c\u53f8\uff0c\u7136\u800c\u5b58\u6d3b\u8005\u5be5\u5be5\u3002\u8fd9\u4e9b\u516c\u53f8\u7684\u6b7b\u6cd5\u5927\u540c\u5c0f\u5f02\uff1a\u8981\u4e48\u5e02\u573a\u592a\u5c0f\u6491\u4e0d\u8d77\u5546\u4e1a\u6a21\u5f0f\uff0c\u8981\u4e48\u88ab\u817e\u8baf\u7edd\u827a\u3001Facebook<\/a> ELF OpenGo\u7b49\u5f00\u6e90\u6216\u514d\u8d39\u4ea7\u54c1\u78be\u538b\uff0c\u8981\u4e48\u6280\u672f\u5b9e\u529b\u6839\u672c\u505a\u4e0d\u51fa\u80fd\u7528\u7684\u4ea7\u54c1\uff0c\u90e8\u5206\u4f01\u4e1a\u8fd8\u56e0\u8fc7\u5ea6\u4f9d\u8d56\u5355\u4e00\u5408\u4f5c\u65b9\u3001\u63a7\u5236\u6743\u5931\u8861\u7b49\u95ee\u9898\u52a0\u901f\u9000\u573a\u3002<\/p>\n

\u5c11\u513f\u56f4\u68cbAI\u6559\u80b2\u8d5b\u9053\u7684\u60c5\u51b5\u7a0d\u597d\u4e00\u4e9b\uff0c\u4f46\u7ed3\u5c40\u540c\u6837\u60e8\u6de1\u3002\u9ad8\u5cf0\u671f\u56fd\u5185\u66fe\u6d8c\u73b0\u5927\u91cf\u5c11\u513f\u56f4\u68cbAI\u6559\u5b66APP\uff0c\u52302020\u5e74\u53ea\u5269\u5c11\u6570\u51e0\u5bb6\u8fd8\u5728\u8fd0\u8425\u3002\u83b7\u5ba2\u6210\u672c\u9ad8\u3001\u7eed\u8d39\u7387\u4f4e\u662f\u901a\u75c5——“\u5bb6\u957f\u8ba9\u5b69\u5b50\u5b66\u56f4\u68cb\uff0c\u4e3b\u8981\u662f\u60f3\u57f9\u517b\u4e13\u6ce8\u529b\u3002AI\u6559\u5f97\u518d\u597d\uff0c\u5b69\u5b50\u5750\u4e0d\u4f4f\u4e5f\u662f\u767d\u642d\u3002\u7eed\u8d39\u7387\u8fdc\u4f4e\u4e8eK12\u57f9\u8bad\u768470-80%\uff0c\u751a\u81f3\u4f4e\u4e8e\u5c11\u513f\u8bed\u57f9\u768450%\uff0c\u6839\u672c\u7b97\u4e0d\u8fc7\u6765\u8d26\u3002”<\/p>\n

\u4e3a\u4ec0\u4e48\u56f4\u68cbAI\u6280\u672f\u8fd9\u4e48\u96be\u5546\u4e1a\u5316\uff1f<\/p>\n

\u6838\u5fc3\u95ee\u9898\u5728\u4e8e\u6280\u672f\u4ef7\u503c\u4e0e\u5546\u4e1a\u4ef7\u503c\u7684\u9519\u914d\uff0c\u53e0\u52a0\u573a\u666f\u4f9d\u8d56\u4e0e\u8d44\u6e90<\/a>\u5931\u8861\u7684\u53cc\u91cd\u98ce\u9669<\/a>\u3002AlphaGo\u7684\u6280\u672f\u786e\u5b9e\u5f88\u725b——\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc+\u5f3a\u5316\u5b66\u4e60+\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\uff0c\u8fd9\u5957\u7ec4\u5408\u5f00\u521b\u4e86AI\u7684\u65b0\u8303\u5f0f\u3002<\/p>\n

\u4f46\u56f4\u68cb\u672c\u8eab\u662f\u4e00\u4e2a\u5c01\u95ed\u73af\u5883\uff1a\u89c4\u5219\u56fa\u5b9a\u3001\u4fe1\u606f\u5b8c\u5168\u3001\u76ee\u6807\u660e\u786e\uff08\u8d62\u68cb\uff09\u3002\u771f\u5b9e\u5546\u4e1a\u4e16\u754c\u6070\u6070\u76f8\u53cd\uff1a\u89c4\u5219\u6a21\u7cca\u3001\u4fe1\u606f\u4e0d\u5b8c\u6574\u3001\u76ee\u6807\u591a\u5143\uff08\u65e2\u8981\u8d5a\u94b1\u53c8\u8981\u5408\u89c4\u8fd8\u8981\u53e3\u7891\uff09\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u56f4\u68cbAI\u7684\u6838\u5fc3\u5e94\u7528\u573a\u666f\uff08\u804c\u4e1a\u8bad\u7ec3\u3001\u5c11\u513f\u6559\u80b2\u3001\u884c\u4e1a\u7ba1\u7406\uff09\u8981\u4e48\u5e02\u573a\u89c4\u6a21\u72ed\u5c0f\uff0c\u8981\u4e48\u4f9d\u8d56\u884c\u4e1a\u534f\u4f1a\u3001\u7ebf\u4e0b\u670d\u52a1\u7b49\u5916\u90e8\u8d44\u6e90\uff0c\u6280\u672f\u672c\u8eab\u96be\u4ee5\u72ec\u7acb\u5f62\u6210\u6301\u7eed\u76c8\u5229\u7684\u5546\u4e1a\u6a21\u5f0f\u3002<\/p>\n

\u4ece\u56f4\u68cbAI\u5230\u5546\u4e1aAI\uff0c\u4e2d\u95f4\u9694\u7740\u4e00\u9053\u5de8\u5927\u7684\u9e3f\u6c9f\u3002\u8fd9\u9053\u9e3f\u6c9f\uff0c\u5f53\u5e74\u7684\u521b\u4e1a\u8005\u4eec\u6ca1\u80fd\u8de8\u8fc7\u53bb\u3002<\/p>\n

\u6280\u672f\u8fc1\u79fb\uff1a\u4ece\u56f4\u68cb\u5230Agentic AI<\/h2>\n

\u56f4\u68cbAI\u521b\u4e1a\u5931\u8d25\u4e86\uff0c\u4f46\u5b83\u7684\u6280\u672f\u6b63\u5728\u4ea7\u751f\u6df1\u8fdc\u7684\u5f71\u54cd\u30022016\u5e74\u674e\u4e16\u77f3\u4e0eAlphaGo\u7684\u4e94\u5c40\u68cb\uff0c\u4e0d\u4ec5\u662f\u4e00\u573a\u5907\u53d7\u5168\u7403\u77a9\u76ee\u7684“\u4eba\u673a\u5bf9\u51b3”\uff0c\u66f4\u610f\u5916\u9a8c\u8bc1\u4e86\u5f3a\u5316\u5b66\u4e60\u5728\u5f00\u653e\u57df\u590d\u6742\u51b3\u7b56\u4e2d\u7684\u5de5\u7a0b\u53ef\u884c\u6027\u3002<\/p>\n

AlphaGo\u7684\u6838\u5fc3\u6280\u672f\u6846\u67b6——\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09+\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\uff08MCTS\uff09——\u6b63\u5728\u6210\u4e3a\u5168\u7403Agent\u521b\u4e1a\u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u3002\u8fd9\u5957\u7b97\u6cd5\u7ec4\u5408\u7684\u672c\u8d28\u662f”\u5728\u590d\u6742\u72b6\u6001\u7a7a\u95f4\u4e2d\u5bfb\u627e\u6700\u4f18\u51b3\u7b56\u8def\u5f84”\uff0c\u800c\u8fd9\u5c31\u662fAgent\u7684\u6838\u5fc3\u80fd\u529b\uff1a\u81ea\u4e3b\u89c4\u5212\u3001\u591a\u6b65\u63a8\u7406\u3001\u52a8\u6001\u8c03\u6574\u3002<\/p>\n

\u751f\u547d\u79d1\u5b66\u9886\u57df\u7387\u5148\u9a8c\u8bc1\u4e86\u8be5\u6280\u672f\u7684\u8fc1\u79fb\u4ef7\u503c\u30022021\u5e74\uff0cDeepMind\u53d1\u5e03AlphaFold 2\uff0c\u6210\u529f\u7834\u89e3\u56f0\u6270\u751f\u7269\u5b66\u754c50\u5e74\u7684\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u96be\u9898\u3002\u8be5\u7cfb\u7edf\u76f4\u63a5\u6cbf\u7528\u4e86AlphaGo\u7684\u6280\u672f\u67b6\u6784——\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e0e\u5f3a\u5316\u5b66\u4e60\u7684\u7ed3\u5408\uff0c\u5c06\u5e94\u7528\u573a\u666f\u4ece\u68cb\u76d8\u7b56\u7565\u8f6c\u5411\u5206\u5b50\u7ed3\u6784\u9884\u6d4b\u30022024\u5e74\uff0cDemis Hassabis\u4e0eJohn Jumper\u51ed\u501f\u6b64\u9879\u8d21\u732e\u83b7\u5f97\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u3002\u76ee\u524d\uff0c\u5168\u7403\u8d85\u8fc7200\u5bb6\u5236\u836f\u4f01\u4e1a\u4e0e\u79d1\u7814\u673a\u6784\u6b63\u57fa\u4e8eAlphaFold\u52a0\u901f\u836f\u7269\u7814\u53d1\u4e0e\u75be\u75c5\u8bca\u65ad\u5de5\u4f5c\uff0c\u6807\u5fd7\u7740AlphaGo\u6280\u672f\u6846\u67b6\u5728\u57fa\u7840\u79d1\u5b66\u9886\u57df\u5b9e\u73b0\u4e86\u5b9e\u8d28\u6027\u7684\u5546\u4e1a\u4e0e\u793e\u4f1a\u4ef7\u503c\u3002<\/p>\n

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