Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

The Federal AI Law You're Waiting For Is Not Coming First. State Enforcers Are Already Here.

While companies wait for federal AI rules, state regulators are enforcing existing consumer protection laws now. Compliance debt is accruing today.

Anthropic's New Institute Is Not a Safety Team. It Might Be a Sales Team.

When the Model Is Free, the Hard Part Gets Harder

The Runtime Is Becoming the Product

The Money Is Going to the Engine. The Bottleneck Is the Steering Wheel.

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