Math Proxy: Repack

: It must move in tandem with the unobserved variable.

Math proxies are not “cheating” but essential cognitive and computational tools. Explicitly categorizing them helps researchers design better assessments (e.g., allowing estimation proxies in early physics problems) and engineers choose appropriate numerical methods. Future work should explore adaptive proxies that explain their own limitations. math proxy

: The actual math library is only initialized when the proxy is first called, saving system resources. : It must move in tandem with the unobserved variable

At its core, a math proxy is a stand-in. It relies on a fundamental assumption: that Object A, which is easy to measure, shares a strong correlation or structural similarity with Object B, which is difficult to measure. saving system resources. At its core

Risk: Over-reliance without understanding.