Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

YouTube's AI Rollout: The Label May Outlast the Toolkit

YouTube shipped auto-dubbing, Veo 3 Fast, Lyria 2, and an analytics chatbot alongside mandatory AI disclosure labels. The tools are the visible change. The...

Origin Over Domicile: Why China Unwound the $2B Manus Acquisition

2026-07-28

The Bottleneck Moved: Intelligence Is Cheap, Coordination Is Not

2026-07-20

The Federal AI Law You're Waiting For Isn't Coming. State Enforcement Already Did.

2026-07-19

The Cheating Crisis Is a Design Failure, Not an Enforcement Problem

2026-07-17

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