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THE COMMONS

SECTION 19

ISSUE 001

INFERENCEprovocationnowconfidence / medium

Distribution Is the Durable Moat

Provocation: as model capabilities converge, the durable advantage shifts to trust, workflow integration, feedback, support, and distribution. Open models become more commercially potent; institutions controlling user relationships and evaluation data become more powerful. The moat moves outward from the model—and closer to the people who must live with it.

Why this idea is here

What the evidence establishes.

The AI Index tracks narrowing capability gaps and adoption; OpenSharing’s launch reflects demand for assets portable across vendors and tools.

Source ledger

Read the sources.

  1. S01
    Artificial Intelligence Index Report 2026

    independent research report / dated 2026 / retrieved 2026-07-09

  2. S02
    Linux Foundation Announces OpenSharing Project

    standards announcement / published 2026-06-10 / retrieved 2026-07-09

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