Opinion: AI model versioning will die by 2027; consumer continuous, enterprise quarterly

geoffwolfe · x · 2026-08-15

Satish Vutukuri predicts traditional semantic versioning (like the .6 in Claude 4.6) won't survive 2027. The future will split: continuous shipping for consumers, and pinned quarterly releases for enterprise. Semver was for benchmarks, not users.

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