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AI + Edge Computing + Smart XX: An Investment Framework for Cloud, Connectivity, and the Edge
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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 2021-10-08. Translated 2026-10-30 with AI assistance. Historical figures and claims have not been updated or independently verified. 中文原文
Reading guide
Robin proposes the direction “AI + Edge Computing + Smart XX,” where XX could be manufacturing, healthcare, factories, retail, cities, homes, agriculture, transportation, and more. He wants to organize an investment framework around cloud, connectivity, edge devices, and applications: cloud includes cloud services, streaming, and AI; connectivity includes 5G/6G and low-Earth-orbit satellites, which he marks with a question; the edge means edge computing. His rationale is that an autonomous vehicle cannot wait to upload images to the cloud and receive a response. Hospitals, factories, and households may also not want to upload every piece of data. He hopes investors can capture the opportunities presented by vast numbers of endpoints in the AIoT era.
Key points
- Direction: AI + edge computing + smart applications across industries.
- Framework: cloud (cloud services, streaming, AI), connectivity (5G/6G, low-Earth-orbit satellites), and the edge (edge computing).
- Edge computing suits low-latency and privacy-sensitive settings such as autonomous vehicles, hospitals, and factories.
- A personal investment thesis from 2021, not technical validation.

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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