Ping An CTO Ray Wang speaks at 2026 Apsara Conference on scaling AI deployment

By Public Technologies
  • Ping An CTO Ray Wang spoke at the 2026 Apsara Conference on large-scale AI deployment and cost discipline.
  • Average daily token consumption exceeded 300 billion as computing capacity rose to 1,500 PF from 800 PF over the past year.
  • Full-stack optimization lifted token output per unit of computing power 368%, cutting cost per token 76%.
  • AI-powered Express Service logged more than 100 million user interactions in four months, with a 92% end-to-end resolution rate.
  • AI-generated code accounted for about 80% of output; Ping An P&C reported RMB 7.11 billion claims savings from AI fraud detection.


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