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Instituto de Estudios Superiores de Investigación y Postgrado
the necessary framework for managing institutions that must simultaneously integrate technology
(like PrimOT), welcome diversities (as in ADHD cases), and enhance learning (through ICT), all with
wisdom and adaptability.
How does this conscious leadership translate into the daily practice of management? The study by
Deinny José Puche Villalobos and Savier Fernando Acosta Faneite in Maracaibo provides a crucial
piece by demonstrating, with quantitative evidence, the positive correlation between management
indicators and effectiveness in decision-making. For administrators, this relationship is particularly
strong. Conscious management does not dispense with data; it requires and humanizes it. Indicators
are the compass, but consciousness is the ability to navigate with it in turbulent waters.
Excellence in management and teaching must, in turn, be supported by the quality of the knowledge
generated and transmitted. The work by Jossarys Gazo Robles on evaluating the research quality
of university teachers based on efficiency, efficacy, and effectiveness positions research as the fun-
damental pillar of the educational ecosystem. Without rigorous scientific production, digital tools,
inclusive strategies, and management models lack a valid and reliable knowledge substrate.
Advancing in this layer of critical thought, the analysis by Thais Raquel Hernández Campillo on ar-
tificial intelligence literacy and content curation in France points to the horizon of complexity we
face. It is not enough to use technology (Schneewele) or measure its impact (Di Tillio and Lobo); it
is now imperative to develop critical and ethical competence to interact with AI systems. Content
curation emerges as the key skill to discriminate, contextualize, and give meaning to information in
an algorithm-mediated environment. It is the necessary antidote against misinformation and super-
ficiality.
However, all this conversation about digital vanguard and critical thought may seem abstract when
contrasted with realities where the basics are in question. The reflection by Mário Adelino Miranda
Guedes on access to primary education in Angola is an unavoidable ethical reminder. The figure
of 22% school exclusion confronts us with persistent inequality as the greatest global educational
challenge. The socioeconomic, geographic, and health factors limiting access in Angola and so many
other places demand that any innovative paradigm include, as its first mandate, the fight for equity.
We cannot debate AI while millions of children do not even have a classroom.
Finally, to give coherence and depth to this mosaic of realities —digital, emotional, managerial,
critical, and unequal— we turn to the conference by Rosa María Medina Borges, "Philosophy or
Philosophies?". Her radical questioning of the single canon and her defense of the plurality of know-
ledges provides us with the ultimate philosophical framework. Education at the crossroads does not
need a monolithic answer but the capacity to dialogue with multiple paradigms. Her reflection va-
lidates the necessary coexistence and dialogue between technological efficacy, human sensitivity,
conscious management, investigative rigor, critical literacy, and social justice.
In conclusion, the sequence of this issue reveals to us a journey from the tool toward meaning. It
shows that digital reality (Schneewele, Di Tillio and Lobo, Hernández Campillo) is inseparable from
human reality (Gallardo Herrerías, Miranda Guedes), and that both require new paradigms of mana-
gement (Romero Luzardo, Puche and Acosta) and professional practice (Gazo Robles), all under a