Organizational renewal becomes core challenge for Big Tech's AI transformation
English summary
The article uses the recent management turmoil at DingTalk (Alibaba) to illustrate how Internet-era high-pressure management is failing in the AI era, where creativity and openness are critical. Global tech giants including Google, Microsoft, Meta, Amazon, Tencent, and ByteDance are all undergoing organizational restructurings but traditional cost-cutting and flattening yield diminishing returns. The core challenge is to connect three key roles—vision setters, strategists, and core contributors—and to foster an organization that respects individual voice, forms cross-functional teams, and eliminates internal politics. Failures in this renewal have led to talent departures and loss of innovation momentum, as seen in Alibaba's recent internal controversies.
Chinese summary
文章以阿里钉钉近期的管理风波为切入点，指出互联网时代高压管理方式在AI时代遭遇创造力瓶颈，全球科技巨头如谷歌、微软、Meta、亚马逊、腾讯、字节跳动等均面临类似的组织重构挑战。传统的成本削减和扁平化手段效果递减，真正的难题在于连接愿景提出者、战略制定者和一线核心贡献者这三类角色，并打造尊重个体声音、混编任务小队和消除内部山头的组织特质。阿里近期林俊旸出走和钉钉事件暴露了组织更新滞后的后果，警示大厂必须为核心贡献者及时更新组织形态。
Key points
DingTalk's management conflict and the departure of former leader Wu Zhao highlighted the clash between Internet-era execution-focused management and the need for creativity in AI development.
钉钉管理风波及原负责人无招离任，反映了互联网时代强调执行的管 理模式与AI时代对创造力要求之间的矛盾。
Global tech firms (Google, Microsoft, Meta, Amazon, Tencent, ByteDance) are struggling to align model, cloud, and application teams, but organizational restructuring alone cannot deliver sustained AI competitiveness.
全球科技公司在梳理模型、云、应用团队协作时普遍遭遇瓶颈，单纯的业务架构调整无法带来持久的AI竞争力。
Three critical roles for AI-era organizations: vision setters, strategists translating vision into roadmaps, and core contributors who reshape strategy through daily decisions.
AI时代组织需协同三类关键角色：愿景提出者、将愿景转化为路径的战略制定者、以及通过日常决策修正战略的一线核心贡献者。
Key organizational traits emerging from practices at Microsoft, Amazon, Anthropic, and Google include respecting individual dissent, forming cross-functional small teams, and eliminating internal fiefdoms.
从微软、亚马逊、Anthropic、谷歌等实践中提炼的AI组织特质：尊重个体异议、组建跨职能混编小队、打破内部山头主义。
Failures to renew organizational culture have already led to talent losses at Alibaba (Lin Junyang's exit) and internal turmoil, signaling that management adaptability is a new competitive variable.
阿里近期林俊旸出走和钉钉风波表明，组织更新失效会导致核心人才流失，管理适应力已成为新竞争变量。