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分享几组数据“Citi-中国AI经济影响研报”

  • 2026-03-31 16:18:26
分享几组数据“Citi-中国AI经济影响研报”

China Economics

The Macro-Micro Disconnect of AI-Driven New Economy

中国人工智能驱动的新经济正迎头赶上全球前沿,推动科技股强劲上涨。从GDP核算角度看,新经济现已具备宏观意义,或可完全抵消房地产拖累。然而,这一充满希望的宏观故事却未能提振微观信心。人工智能可能加剧"无就业增长"风险,深化宏观与微观的脱节。据我们保守估计(相较IMF预测更为谨慎),人工智能可能影响中国31%的就业岗位,其中9.6%(约7000万岗位)面临直接替代风险,21.4%的岗位将提升生产力但同时面临更激烈竞争。服务业和年轻人受冲击最为显著。为避免陷入图灵陷阱,政策需优先推动智能增能而非替代,强化社会安全网,确保AI红利公平再分配。优化工作生活平衡是将AI生产力提升转化为内需的关键路径。AI治理虽被低估,却是中国AI投资的关键因素。


宏观
模型差距,中美两国模型差距逐步减小
AI专利占比,中:69.7%,美:14.2%
AI人才增长

AI资金投入

2027年,预期IT将超过房地产在GDP占比

新经济的对GDP增长的支撑可完全抵消房地产对增长的拖累

微观

消费信心不足

就业预期较负面

自2014年,城市就业岗位流失(包括自然减少)累计已达5360万

约2亿人从事“灵活就业”,占劳动力的~26%

自2014年峰值,大型工业企业中约有2300万个工作岗位因自动化而消失


Citi基于IMF框架,将AI对就业的潜在影响,分为曝光度和互补性两个维度。
曝光度业的工作内容AI能做的事情重合度有多高,越弱越不易替代
互补性:即工作任务与AI能力之间的互为补充性;越强越不容易被替代
横轴代表AI对岗位的替代程度,数值越高,说明该职业的任务越容易被算法和自动化技术替代。
轴代表人与算法的潜在互补性,数值越高,说明该职业中人与算法协作、发挥独特价值的潜力越大,而不是被简单替代。
对应这个四象限
右下,高风险职业,最容易被AI取代;
左上,最安全职业,最难被AI取代,AI赋能岗位;
右上,机会,用好AI杠杆;灾难,保守被淘汰
左下,最稳定职业,短期无过多交集

如何解读,每个人都有独特的见解,这里只相对中立的简单解释下。

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  140. /yingpanguazai/ssd/ssd1/www/e.15386.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000375s ] mysql:host=127.0.0.1;port=3306;dbname=e_15386;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000596s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.003030s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.016479s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000749s ]
  6. SELECT * FROM `set` [ RunTime:0.000945s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000743s ]
  8. SELECT * FROM `article` WHERE `id` = 458458 LIMIT 1 [ RunTime:0.003074s ]
  9. UPDATE `article` SET `lasttime` = 1775187880 WHERE `id` = 458458 [ RunTime:0.009005s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.001746s ]
  11. SELECT * FROM `article` WHERE `id` < 458458 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.002145s ]
  12. SELECT * FROM `article` WHERE `id` > 458458 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.008971s ]
  13. SELECT * FROM `article` WHERE `id` < 458458 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002938s ]
  14. SELECT * FROM `article` WHERE `id` < 458458 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.005328s ]
  15. SELECT * FROM `article` WHERE `id` < 458458 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.017799s ]
0.147643s