Research Institute

Research & Insights

Working notes, frameworks and architectural research from the aime team on the future of educational intelligence.

Educational Intelligence

Toward a definition of Educational Intelligence

A framework for understanding what should be taught, what has been taught, what has been understood and what should happen next — at the level of the system.

Working paper →
AI-Native Education

Beyond AI tools: education systems built around intelligence

Why grafting AI applications onto existing educational platforms underdelivers — and what an AI-native architecture requires.

Working paper →
Offline AI

Intelligence at the edge of the network

Deploying reasoning and pedagogy to schools without continuous connectivity — design principles for offline-first educational intelligence.

Working paper →
Agentic Education Systems

Composing educational agents with Kern and Loom

Architectural notes on building reliable, observable educational workflows from a small set of well-defined agents.

Working paper →
Curriculum Intelligence

ThinkBook: a knowledge substrate for curriculum

Representing curricula, learning outcomes and pedagogical dependencies as a first-class knowledge architecture.

Working paper →
National Infrastructure

Sovereignty as a first principle for educational AI

Curriculum, AI, language and offline sovereignty — the operating constraints that shape national-scale deployments.

Working paper →