The AI-Native Era: Where R&D Organizations Go Next

AI Native 时代 —— 研发组织何去何从

Xu Xiaobin cites internal interviews showing that engineers who use AI heavily cut coding time from 30% to 5%, raised Agent conversation time from 5% to 60%, and increased end-to-end delivery efficiency by 2 to 3 times, while pure coding efficiency rose 10 times.

Why it matters: Alibaba Tech’s internal-interview numbers make HKR-H/K/R pass, but this is org-methodology commentary rather than a product or model release, so it sits just above the featured threshold.