Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

Singapore Is Pointing AI Governance at Runtime, Not Weights

IMDA's updated framework treats agentic AI as its own governance category. Its named risk areas sit in orchestration and authorization rather than in model...

LeCun Says the LLM Revolution Is Over. The Verification Argument Is the Part Worth Arguing With.

2026-07-30

Singapore Is Pointing AI Governance at Runtime, Not Weights

LeCun Says the LLM Revolution Is Over. The Verification Argument Is the Part Worth Arguing With.

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

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

The Bottleneck Moved: Intelligence Is Cheap, Coordination Is Not