Beyond scaling thesis in biology: Why instrumentation, not compute, sets the ceiling for AI driven biomedicine

Abstract This article examines that assumption through the lens of control theory and information theory. It proposes a three loop framework for evaluating the rate of biomedical knowledge acquisition, distinguishing between improvements in data processing, experimental design, and physical measurement infrastructure. The analysis argues that the third loop, the instrumentation layer, determines the ceiling for […]