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Concept

Power Law

A distribution in which a small fraction of inputs produces most of the output; in talent and data, the top 10-20% of contributors drive the majority of value.

Tensions

If outcomes are power-law, the moat is not volume but the ability to source and match the rare 10x contributors, which argues against commoditized crowdsourcing. The open question is whether the matching infrastructure is itself defensible or eventually replicated.

Related Concepts

outcomes | A Players | moat | network

Last updated: Jun 1, 2026