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Software in the AI Era: Model Providers Are Expanding Their Layer, and Large Players May Keep Getting Larger
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Collected in Robin Shen’s Field Notes · Content type and attribution are shown above
English translation of the Chinese post originally published 2026-04-20. Translated 2026-10-31 with AI assistance. Historical figures and claims have not been updated or independently verified. 中文原文
Reading guide
Robin recalls that the internet and mobile-internet eras produced many SaaS and sharing-economy applications on infrastructure such as AWS, Azure, and GCP. People expected the AI era to produce a similar abundance of applications on top of large models. His intuition, however, is that model providers are expanding their layer and continually launching applications of their own, seeking almost every application with meaningful scale. The value layer left for small software developers is thin, undifferentiated, and easily replaced. He explicitly says this is a personal impression that may be wrong. If it proves right, software in the AI era may look completely different from the SaaS era, with large players becoming even larger.
Key points
- In the internet era, applications built on cloud infrastructure produced SaaS and the sharing economy.
- Robin observes major model providers continuing to expand into applications.
- The application-layer value left for small software developers is thin, undifferentiated, and easily replaced.
- He explicitly calls this a personal impression that may be wrong; if right, large players may keep getting larger. As of April 2026.

Full text — English translation
These articles are personal notes, book excerpts, and collected reprints. Figures and events reflect the time of the original publication, are not current information, and do not constitute investment advice.
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