
This paper examines the economic consequences of delayed recognition and implementation of scientific ideas. Historical and contemporary cases demonstrate that the gap between discovery and practical adoption often spans decades, leading to accumulated inefficiencies across industries. The analysis identifies a structural mechanism behind this delay: decision-making systems tend to penalize errors of adoption while rarely accounting for the cost of missed opportunities. As a result, potentially valuable ideas are systematically delayed, creating large-scale economic losses. The paper estimates that such delays have resulted in trillions of dollars in cumulative global losses and argues that reducing the gap between knowledge and implementation represents one of the largest untapped sources of economic efficiency.
economic efficiency, systemic risk, CTMinfo, decision-making, ontology, scientific progress, innovation
economic efficiency, systemic risk, CTMinfo, decision-making, ontology, scientific progress, innovation
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