Zeng Ming: Model firms won't survive to phase three; Agent entry points are the next big opportunity
vista8 · x · 2026-09-22
Former Alibaba chief of staff Zeng Ming lays out a three-stage theory of AI industrialization: infrastructure maturity (tokens as the common unit), an Agent application explosion, then native apps. His contrarian takes: model companies are AI cloud utilities akin to AOL and OpenAI/Anthropic likely won't be the big winners of the native-app era; Agent entry-point products are the core opportunity for the next two to three years; and bureaucratic corporations themselves will decline as work becomes task-claiming.
Related event: Zeng Ming: Agent Entry Points Are the Key Opportunity for Next Two Years(2 posts)→
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