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Essay argues open source software is the true engine of modern computational science

A new essay contends that computational science and open source software are effectively the same activity, since scientific claims can only be tested and systematized if the underlying code is open, inspectable, and reproducible. The author argues that treating software as a mere afterthought to publishing papers undermines the scientific method itself, and calls for academia to prioritize open, reproducible code as core scientific output rather than a side task.