Code Metrics Replace Outcome Evidence in AI Marketing

AI vendors have shifted from claiming measurable productivity gains to promoting unfalsifiable volume metrics like lines of code generated—numbers that can only increase as adoption rises, regardless of actual developer outcomes. This pivot reflects growing weakness in scientific evidence for AI-driven productivity improvements, masking the industry's inability to prove real-world impact.