Governance Is Not Optional in EdTech
Putting Ethics First in the Digital Classroom
At the Global AI Impact Summit 2026 in New Delhi, Spain’s Prime Minister Pedro Sánchez argued that Artificial Intelligence must be governed, not worshipped. He reminded us that progress without ethics is failure. For education systems in the Global South, this is not abstract philosophy. It is a survival strategy. Because when AI enters classrooms without human governance, it does not merely optimize, it reshapes power.
“The Classroom Is Not a Testing Ground”
Many developing economies are currently being positioned as “data reservoirs” and experimental markets for educational technology. Platforms arrive promising personalization and efficiency, but they rarely bring accountability.
The ethical framework advanced by the United Nations and operationalized by UNESCO’s Recommendation on the Ethics of Artificial Intelligence makes one principle clear: AI must respect human dignity and agency. In education, this translates to four non-negotiables:
Teachers remain the architects
They are decision-makers, not mere facilitators for software.
Students are not datasets
They are learners, not data points for training proprietary algorithms.
Context matters
Local cultural values must not be erased by imported, “one-size-fits-all” digital models.
Professional Judgment
AI should assist pedagogy; it should never replace the human intuition of an educator.
Efficiency Without Equity Is Extraction
Pedro Sánchez warned about the “extreme concentration of power” in AI ecosystems. In education, this risk is acute. If curriculum design and classroom analytics are controlled by a few multinational platforms, educational sovereignty weakens. Countries navigating economic constraints cannot afford technological dependence.
AI must reduce inequality, not automate it.
Digital Sovereignty
Schools must understand how their data is processed, and governments must negotiate fair, transparent digital partnerships. Without these safeguards, AI becomes “digital colonialism” with a user-friendly interface.
Teachers at the Center of Digital Progress
In many systems across the Global South, teachers operate with overcrowded classrooms and limited resources. AI has enormous potential here. It can reduce mechanical workloads (grading, lesson planning, and administrative tracking) while empowering teachers to focus on what matters: mentorship.
However, the UN’s human-centered approach demands that AI reduce 70% of a teacher’s mechanical burden, not 70% of their professional autonomy.
Teachers must remain the pilots of the classroom, not operators of a dashboard.
Call to Action:
A Blueprint for Ethical EdTech
To move from words to action, we call on policymakers, educators, and tech founders to adopt the following “Ethics-First” protocols:
1. For Governments
Implement the MANAV Framework (Moral, Accountable, National Sovereignty, Accessible, and Value-based). Ensure that all educational data remains under national jurisdiction and is never sold to third-party advertisers.
2. For EdTech Founders
Prioritize Explainable AI (XAI). If a teacher cannot understand why an algorithm gave a student a specific score or recommendation, that tool should not be in the classroom.
3. For School Leaders
Adopt the “Human-in-the-Loop” Standard. No high-stakes decision (grading, admissions, or disciplinary actions) should ever be made by AI without a final, meaningful review by a human educator.
4. For Global Partners
Support Open-Source Local Models. Shift from “donating” proprietary software to helping nations build their own AI infrastructures that reflect their unique languages and histories.
If digitalization is inevitable, governance is not optional. When people remain at the center of progress, technology becomes a bridge. When they do not, it becomes a boundary.
“The Choice Before Us”
The question is not whether AI will enter education. It already has. The question is who defines its boundaries.
Pedro Sánchez framed AI as a generational responsibility. For education, it is a moral one. We can either import tools and hope they work, or we can design ecosystems that protect dignity and local expertise.
“The future of AI in education must not be about replacing human wisdom with machine efficiency. It must be about amplifying human capacity with responsible intelligence.”
by Hafsa Farhan
Educator | Curriculum specialist