Anthropic’s protocol ambition meets the Unix philosophy — which side will your AI agent choose?I. Opening: One Task, Two WorldsImagine this scenario: You’re building an AI agent that needs to query a production database and return specific user records…
From Prompt Engineering to Harness Engineering — a 20-minute deep dive into the third paradigm shift of AI engineering, the US-China agent race, and why the next trillion-dollar company might be an agent framework.AbstractA phenomenon: Nous Research’s …
How a tiny unit of computation is reshaping the global economy, and why the race for tokens mirrors the 20th-century oil rush.1. What Is a Token? The Atom of Artificial IntelligenceOn March 23, 2026, at the China Development Forum in Beijing, Liu Lieho…