Informational Noise And The Atrophy Of Judgment (Personalization, Noise, And The Loss Of Elaboration)

In platformized educational ecosystems, personalization coupled with strategically produced noise turns hesitation into reaction and downgrades the public criterion to an engagement signal. The aim is to define “informational noise” operationally, describe adhesion mechanisms and their subjective-cognitive effects, and propose institutional safeguards. Method: narrative theoretical-critical review with analytical vignettes. Results: identification of noise shaping, light gamification, prediction coupled to dashboards and value proxies; evidence of acceleration, metric-driven self-regulation, and the loss of the interval of judgment; guidelines on proportional functional explainability, an anti shadow-curriculum principle, and a statute of criterion. Conclusion: without digital sovereignty and public criteria, verification becomes private and deliberation yields to measurable conformity.