Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

Agent Security as Its Own Product: One Reading, Held Loosely

OpenAI's news page lists \"Codex Security: now in research preview\" with almost no public detail. The headline cannot settle what the product is, so the...

Agent Security as Its Own Product: One Reading, Held Loosely

The Fair Use Fight Everyone Is Watching Is Not the One That Matters

Agent-First Tooling Is Not About Agents

Invert the AI Scaling Consensus: Four Constraints, One Real Fragility

Open Weights Hit Production Parity. Reliability Is Now the Harder Thing to Buy.