Applications: Diagnosing Systemic Failure Through Residual Fields and Coordinate Misalignment
欧阳佳惠1
作者信息
1. 西北师范大学
折叠
Abstract
Across domains including artificial intelligence, scientific research, education, public health, industrial design, and social organization, system failures are increasingly experienced as abrupt, complex, or resistant to localized intervention. This paper argues that these failures share a common structural origin: a systematic misalignment between deployed evaluation frameworks and the intrinsic failure spaces of the systems they seek to govern. Rather than treating breakdowns as isolated malfunctions, the analysis conceptualizes them as manifestations of residual fields-accumulated system dynamics that remain unprojected and therefore invisible under incompatible coordinate frames. From this perspective, failure emerges not from singular defects, but from the progressive accumulation of dynamics excluded by prevailing modes of evaluation. By reframing diagnosis around domain-specific coordinate construction instead of universal metrics, this work offers a unified explanatory lens for understanding failure across technical, institutional, and biological systems, without advancing prescriptions, methods, or future commitments.
欧阳佳惠.Applications: Diagnosing Systemic Failure Through Residual Fields and Coordinate Misalignment[EB/OL].(2026-02-05)[2026-02-06].https://sinoxiv.napstic.cn/article/25556017.
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