AI Business LensTHE BUSINESS OF AI, FOR PEOPLE WHO TEACH IT OR LEARN FROM IT
The New Stack · September 14, 2026

Your AI coding spend bought 25% more output. Duplication rose 81%.

Computer ScienceManagement
THE AI ANGLE
Increasing raw code output while sharply driving up code duplication

Data reveals that while investment in AI coding tools drove a 25% increase in output, it simultaneously led to an 81% surge in code duplication. For computer science and management faculty, this highlights the growing friction between accelerated delivery metrics and software quality. It demonstrates that gains in sheer development speed can rapidly inflate technical debt if managerial controls and architectural discipline are lacking.

THE TEACHING ANGLE
Students can examine the tension between managerial productivity metrics and engineering quality by evaluating whether a 25% gain in output justifies an 81% rise in duplicated code.

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