Soloists, Copy-Pasters, and Tourists

This article argues that AI is changing not just who adopts technology, but how they use it: some employees become high-output “soloists,” others become risky “copy-pasters,” and many remain occasional “tourists.” For CIOs and technology leaders, the business impact is that AI can dramatically accelerate delivery and productivity, but without stronger guardrails it can also increase technical debt, erode system understanding, and create inconsistent quality across teams. The strategic implication is that IT organizations need more than faster development cycles—they need clearer problem definitions, design reviews, and governance that preserve shared architecture and decision-making discipline while still capturing AI-driven speed.