How GenAI Became a Disruptive Force in CS Higher Education – Communications of the ACM

GenAI's Impact on Computer Science Higher Education

Industry leaders have long called for broader skill sets in computer science education, while tools have emerged to evaluate learning beyond syntax and correctness.

Despite these signs, the demand for graduates and traditional methods led to postponed reform, until the arrival of GenAI made change unavoidable.

Missed Signals and the Evolution of CS Education

A timeline of missed signals leading up to GenAI's arrival highlights key phases in the evolution of computer science education.

Recommendations for the Future

The future of higher education in computer science requires meaningful reform, taking into account the changing landscape and the impact of GenAI.

GenAI has arrived, and the long-resisted change has become unavoidable.

Author's summary: GenAI disrupts CS education.

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Communications of the ACM Communications of the ACM — 2025-11-02

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