Pre-orders coming soon · From Lab to Life, August 4, 2026 · Join the launch list ↗
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Forthcoming · August 4, 2026 · Gatekeeper Press

From Lab to
Life.

How AI works in China — a mechanism-level account.

"A fascinating primer on China's AI culture."

★ Starred Review · BlueInk Review

"A nuanced, tech-savvy analysis of an often misunderstood yet globally dominant AI system."

Kirkus Reviews

Inside China's AI ecosystem, regulation is not a brake applied after innovation. It is market infrastructure: it defines access, shapes product architecture, and determines which firms reach users at scale.

From Lab to Life explains how China built the world's first governed AI ecosystem, moving from invisible search ranking and super-app infrastructure to algorithm filings, generative AI approvals, open-weight models, procurement channels, and exportable governance frameworks. Baidu runs through the book as a connecting thread, not its subject. Its path from search-era machine learning to Ernie Bot makes the larger system visible.

From Lab to Life — cover Coming Aug '26
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Collin Hogue-Spears
Author PortraitMMXXVI
ForthcomingAug '26Gatekeeper Press
Author Profile

Collin Hogue-Spears.

Author and Senior Technologist

Collin Hogue-Spears is an independent researcher and author focused on AI governance, China’s regulatory system, and the political economy of technology.

His perspective draws on two decades spent studying and working across technology, security, product management, and Chinese regulatory systems, including time living and working in Shanghai.

Collin Hogue-SpearsAuthor · Washington · Shanghai
Full biography →
When laws evolve with the times, there is good governance; when governance fits the age, there is achievement.

法与时转则治,治与世宜则有功

— Han Feizi (韩非子) · Xin Du (心度) · 3rd century BCE
Field Reference Library

Three cards. One argument.

Operator-grade reader resources drawn from From Lab to Life. Each compresses a chapter-length argument into a single decision tool — for briefings, due diligence, and procurement reviews.

01
Governance Map

The Regulator Stack

The four-agency architecture — CAC, MIIT, MPS, SAMR — that shapes how AI products launch in China. Replaces a Cold War analogy with a working org chart and a release tempo measured in days.

Open Reference →
02
Buyer's Diagnostic

The Open-Weights Evaluator

A four-dimension diagnostic for Western enterprises considering Qwen, DeepSeek, GLM, or Kimi. Separates universal open-model hygiene from China-elevated structural exposure.

Open Reference →
03
Fifteen-Year View

Timeline of a Paradigm Shift

Three parallel clocks from 2010 to 2025: Chinese corporate AI launches, U.S. export controls, and the Chinese regulatory stack — read side by side on a single page.

Open Reference →
Press & Commentary

Quoted across the trade and general press.

The Wall Street Journal POLITICO CIO DARK READING CSO Online SC MEDIA Compliance Week Foreign Policy
See all writing & press →
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