Insights & Editorials
Deep dives, ethnographic field notes, and leadership essays bridging the cognitive gap in frontier regions.
Latest Writing
AI as Guest, Wisdom as Teacher: Rebuilding Power Relations in Educational Technology
"Artificial Intelligence is entering global classrooms at a breakneck pace, but in marginalized communities, it risks becoming a tool of epistemological colonization. Muhammad Hilal Sudarbi proposes a radical new framework: treat the technology as a guest, and local wisdom as the teacher."
The Heart’s Scratch: Figured Worlds, Symbolic Violence, and the Ethics of AI
Classrooms are not neutral spaces; they are dynamic arenas where school rituals can inflict lasting emotional wounds. Chelsia Shanen Panekenan explores how traditional symbolic violence is being hard-coded into our future through biased AI systems.
The Roots of Tomorrow: A Framework for an Agrarian Resilience Curriculum
In climate-vulnerable areas such as NTT, Indonesia, formal education often erodes community resilience. The Agrarian Resilience Curriculum (ARC) reinterprets rural education as an essential tool for establishing sustainable futures.
Why AI Education Matters in the 3T Regions — Now, Not Later
AI literacy is no longer a privilege of well-resourced urban systems. For Indonesia's frontier communities, it has become a prerequisite for equity. The research is unambiguous — and so is the urgency.
Global Recognition: AFIRMASI Researchers Shape the Future of AI Ethics and Decolonial Education at AERA 2026
At the 2026 AERA Annual Meeting in Los Angeles, AFIRMASI researchers Chelsia Shanen Panekenan, Muhammad Hilal Sudarbi, and Ayu Fitriani challenged global paradigms with pioneering work on AI ethics and agrarian resilience.
Running AI Without the Internet: How Offline School Systems Are Actually Built
Edge hardware. Quantized models. Local hotspots. A generation of researchers and engineers has quietly solved the 'no internet' problem for AI in rural schools. Here is exactly how they did it.
Data Sovereignty and the Village: Who Really Controls the Data of Frontier Communities?
As digital tools reach deeper into village life, classrooms, and local governance, a critical question emerges: who owns the data they produce? The answer determines whether technology becomes a tool of empowerment — or the newest form of extraction.
The Teacher Is the Technology: Why Educator Empowerment Must Come First
Every major EdTech deployment failure in the past thirty years shares a common factor: the teacher was an afterthought. A growing body of research confirms that sustainable AI adoption in schools begins with — and depends entirely on — the humans at the front of the room.
The Infrastructure Gap Is Not the Barrier You Think It Is
Many assume connectivity must come first before any meaningful AI adoption. A growing body of peer-reviewed research tells a more nuanced — and more hopeful — story.
Ethical AI Is Not a Luxury — It Is a Prerequisite for Equity
Fairness, transparency, accountability, and inclusion are not optional features of AI systems — they are the conditions without which AI becomes an engine of amplified inequality. The research is unambiguous, and so is the imperative to act.