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Future learning Institute

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

What the AI actually does

Autonomy

How independently it should operate

Accountability

How responsibly and transparently it performs

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.

Reserve Your Advance Copy

Your information will only be used to deliver the draft paper and related workshop updates.
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