AI capability is only the first step: execution, deployment, adoption and value are separate hurdles

Ghost_Pilot_MD · x · 2026-07-29

The post argues that AI capability is only the first step. Real-world value depends on a chain of harder transitions: reliable execution, verified completion, authorized deployment, adoption, and finally realized value.

The image reinforces the same idea with a staircase metaphor, showing each stage as a separate obstacle rather than a single leap from model ability to business impact.

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