Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

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

While federal AI legislation stalls, US state attorneys general are pursuing AI systems under decades-old consumer protection statutes, and new state laws...

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

2026-07-17

27 Seconds to Breakout: Why Identity Is the Only Perimeter Left

2026-07-16

Self-Improving Agent Skills Are a Version Control Problem, Not an Intelligence Problem

2026-07-15

The Super App Is an Anti-Pattern: Why OpenAI's Consolidation Play Sells Modularity for Everyone Else

2026-07-14

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