AI Policy
AI needs meaningful versioning
Providers often change AI models and integrations without updating public identifiers
Nature Machine Intelligence, Published online: 02 November 2026; intelligence (AI) providers frequently update their models and system integrations without corresponding changes to their public identifiers.
NMI
Nature Machine Intelligence
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Nature Machine Intelligence
AI Analysis
Generated insight by OnAirToday AI
When models and system integrations change while their public identifiers remain the same, users may have difficulty distinguishing versions. Meaningful versioning can make those changes easier to track.
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