Get Early Access To
AI Ethics in Education:
The 3A Model
Be the first to receive the pre-publication draft of Dr. Mark Luetzelschwab’s upcoming paper on evaluating AI systems in education using the 3A Model — Action, Autonomy, and Accountability.

What Is the 3A Model?
The 3A Model provides a practical, ministry-ready framework for evaluating any AI system used in education. Built on real implementation scenarios and policy standards, the model helps leaders determine:
Action
Autonomy
Accountability
These dimensions give governments, universities, and training institutions a clear and consistent way to judge whether an AI tool is appropriate, safe, and aligned with national priorities.
Why Sign Up?
By joining this list, you will receive:

The draft 3A Model paper before its public release in January

Practical examples pulled from Mark’s keynote slides

A breakdown of Action types across evaluation, advising, analysis, content creation, and administration

Autonomy levels aligned to major AI governance bodies

Accountability criteria with real-world scoring examples

Bonus insights from the workshop conversation with Mustapha Turay about building practical, community-based learning centers in Sierra Leone
This is ideal for policymakers, university leaders, AI developers, curriculum designers, training providers, and international education organizations.
Reserve Your Advance Copy
Your information will only be used to deliver the draft paper and related workshop updates.
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