The article argues that modern computational science is fundamentally synonymous with open source software because scientific knowledge must be reproducible, testable, and systematically organized. Without open, reproducible software that encodes and shares predictive models, scientific findings cannot be verified, adapted, or built upon by others, rendering them scientifically invalid.
Isaac Asimov reflects on how creative breakthroughs occur, using the independent discovery of evolution by Darwin and Wallace as a case study. He argues that creativity requires not just deep knowledge in a field, but the rare ability to make unexpected connections between disparate ideas—a process that demands intellectual daring.
The article traces how medieval Scholastic disputation methods, where scholars debated questions through formalized argument, evolved into modern academic practices. George Starkey, a 17th-century alchemist, adapted Scholastic techniques into experimental science by using Nature as his opponent in empirical trials. The author explores whether the decline of disputations in the 19th century correlates with the rise of PhD dissertations and thesis defenses in modern universities.