Artificial Intelligence Does Not Replace Knowledge: Critical Thinking, Learning, and Intellectual Responsibility in the Age of AI / La inteligencia artificial no sustituye al conocimiento: pensamiento crítico, aprendizaje y responsabilidad intelectua

ENGLISHA critical essay and methodological proposal distinguishing AI-assisted performance from knowledge acquired by the user. It examines heterogeneous experimental and observational evidence on productivity, learning, and critical thinking. It proposes separate assessment of assisted outputs and unassisted competence through self-generated explanations, novel problems, delayed tests, and confidence calibration. It is not a systematic review and does not establish a universal effect of AI on learning. Version 1.0. Spanish and English editions deposited together. ESPAÑOLEnsayo crítico y propuesta metodológica que distingue el rendimiento asistido por inteligencia artificial del conocimiento adquirido por el usuario. Examina evidencia experimental y observacional heterogénea sobre productividad, aprendizaje y pensamiento crítico. Propone evaluar por separado el producto asistido y la competencia sin asistencia mediante explicación propia, problemas nuevos, pruebas diferidas y calibración de la confianza. No es una revisión sistemática ni establece un efecto universal de la IA sobre el aprendizaje.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-27
DOI
https://doi.org/10.5281/zenodo.23692602
Primary Topic
Artificial Intelligence in Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Artificial Intelligence Does Not Replace Knowledge: Critical Thinking, Learning, and Intellectual Responsibility in the Age of AI / La inteligencia artificial no sustituye al conocimiento: pensamiento crítico, aprendizaje y responsabilidad intelectua

Juan Segurola
5 links
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Education
article

Artificial Intelligence Does Not Replace Knowledge: Critical Thinking, Learning, and Intellectual Responsibility in the Age of AI / La inteligencia artificial no sustituye al conocimiento: pensamiento crítico, aprendizaje y responsabilidad intelectua

Juan Segurola
article en

Abstract

ENGLISHA critical essay and methodological proposal distinguishing AI-assisted performance from knowledge acquired by the user. It examines heterogeneous experimental and observational evidence on productivity, learning, and critical thinking. It proposes separate assessment of assisted outputs and unassisted competence through self-generated explanations, novel problems, delayed tests, and confidence calibration. It is not a systematic review and does not establish a universal effect of AI on learning. Version 1.0. Spanish and English editions deposited together. ESPAÑOLEnsayo crítico y propuesta metodológica que distingue el rendimiento asistido por inteligencia artificial del conocimiento adquirido por el usuario. Examina evidencia experimental y observacional heterogénea sobre productividad, aprendizaje y pensamiento crítico. Propone evaluar por separado el producto asistido y la competencia sin asistencia mediante explicación propia, problemas nuevos, pruebas diferidas y calibración de la confianza. No es una revisión sistemática ni establece un efecto universal de la IA sobre el aprendizaje.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 6%
Artificial Intelligence in Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon