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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.
- S01Artificial Intelligence Index Report 2026
independent research report / dated 2026 / retrieved 2026-07-09
- S02Linux Foundation Announces OpenSharing Project
standards announcement / published 2026-06-10 / retrieved 2026-07-09