Deep Dive - Frontier AI with Dr. Jerry A. Smith

The Hidden Toll - Neuro-Cognitive Harm from Sustained Manual Verification Work


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Medium Article: https://medium.com/@jsmith0475/the-hidden-toll-neuro-cognitive-harm-from-sustained-manual-verification-work-c5788b210ac9?postPublishedType=initial
Dr. Jerry A. Smith argues that sustained manual numeric verification is a cognitively impossible task that inflicts long-term neurological and physiological damage on workers. The author explains that constant exposure to high-stakes, repetitive data checking triggers chronic stress and burnout, leading to measurable structural changes in the brain’s prefrontal cortex. Furthermore, employees suffer moral injury when they are unfairly blamed for inevitable errors stemming from human cognitive limitations rather than from a lack of diligence. Consequently, the source redefines AI automation as an essential imperative for worker protection rather than merely a tool for operational efficiency. Organizations are urged to fulfill their duty of care by transitioning humans away from these harmful roles to protect their long-term well-being.
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Deep Dive - Frontier AI with Dr. Jerry A. SmithBy Dr. Jerry A. Smith