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◆ Computational brain & behavior2026-09-01

All Illusions Are Wrong, but Some Are Useful.

Angelika M Stefan, Angelo Pirrone, Nathan J Evans

原始摘要(英文原文)· Original abstract
While we agree with the general argument of Shiffrin and colleagues (2026) that scientists fall prey to the illusion of knowledge, we disagree with their argument that illusions present a fundamental problem for science. We argue that theory cannot exist without illusion, and therefore, our goal should not be to avoid illusions, but to create the best illusions possible. Specifically, we argue that many known illusions provide utility for both science and real-world applications, and that attempting to dispel illusions is a fundamental aspect of science. Illusions only become problematic when scientists become complacent and no longer seek to improve understanding, which may be motivated by external incentives, a lack of education, or the perceived high practical utility of the illusion. We conclude that researchers should continue to aim to dispel illusions through progressive research programs, utilising the scientific method to understand what theories can, cannot, and should not predict.
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All Illusions Are Wrong, but Some Are Useful. — 科研速览 Science Skim