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Concept

Moat

A durable competitive barrier; in 2026 frontier AI, most defensibility still sits on the model side rather than in the application layer.

Tensions

Yao Shunyu observes that no scenario has yet formed a real data flywheel, and apart from agentic coding no purely AI-native application has become highly successful, so a thin wrapper (壳) survives only by outrunning the labs to user mindshare or by staying in a market too small for them to bother with. This sits in tension with the application-layer optimism common among founders.

Related Concepts

strategy | survival | agent

Last updated: May 29, 2026