Trends & Emerging TechnologyFeatured

AI + Edge Computing + Smart XX: An Investment Framework for Cloud, Connectivity, and the Edge

Share this article
LINEFacebook

Robin’s commentary (as of October 2021)

Storage information

Bookmarks and reading positions are stored in this browser. Manage and back them up in My Reading.

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.
A magnifying lens examines layered signals and data textures, suggesting technological exploration and judgment.
Trends & technologyThematic illustration · AI generated

Full text — English translation

A commercial break~ AI + Edge Computing + Smart XX For XX, fill in manufacturing, healthcare, factories, retail, cities, homes, agriculture, transportation, driving… ---- When I have time, I should write up a broad investment framework covering cloud, connectivity, edge devices, and applications. XD Cloud → cloud, streaming, AI Connectivity → 5G / 6G, low-Earth-orbit satellites (?) Edge → Edge Computing Connectivity is essentially the transmission mechanism linking the cloud and the edge. It needs high throughput, low latency, and smooth, uninterrupted connections. Even very capable networks introduce some latency, especially when large numbers of people connect at once. Edge computing can also work with AI. Take autonomous driving: a car on the road cannot wait for camera footage or radar detections of an emergency to travel through the network to the cloud, be processed there, and return to the vehicle before triggering the appropriate response. In certain settings, such as hospitals, factories, or homes where privacy matters, people may not want to upload every piece of data to the cloud. Instead, computing at the endpoint can handle the task locally. In the AIoT—AI and the Internet of Things—era, I hope our portfolio companies can fully capture the enormous business opportunities presented by vast numbers of endpoints…

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.

Share this article
LINEFacebook

DISCUSSION

Reader comments

What did this article make you think about? Different perspectives and constructive criticism are welcome.

Comments are public immediately. Do not include personal contact details or external links. Automated checks block suspicious solicitation, prohibited transactions and spam; they can make mistakes.

0 / 2000

Comments load when you reach this section.

    Administrator sign-in

    My reading notes

    These notes stay in this browser and are not published. Writing a note also saves the article. Back up or move your notes in My Reading.

    Manage my bookmarks and notes →

    STAY CURIOUS

    Save a good question for your next visit.

    Save this article, or follow the Facebook page and RSS feed for additions. Historical articles retain their original publication dates.

    Browse All articlesSearch articles and full text →