Friday, October 24, 2025

How AI Is Making Us Rethink What Counts as Learning

After a week of talking about AI and assessment, one truth keeps surfacing: the purpose of education isn’t to outsmart machines; it’s to empower humans.

Generative AI has forced us to hold up a mirror to our system and ask difficult questions. For decades, we’ve measured learning by how well students could recall, summarize, and perform under pressure. But in 2025, recall is cheap and automation is everywhere. If a chatbot can ace your test, maybe the test was never measuring what truly mattered.

The emergence of AI doesn’t make human learning obsolete; it reveals what’s essentially human about it.

 Critical thinking. Creativity. Empathy. The ability to connect ideas across disciplines, to collaborate, and to make meaning in uncertain contexts.

These are not easily quantified by standardized rubrics, but they are exactly what the future demands.

I’ve seen incredible progress from educators who are embracing AI as a partner in pedagogy rather than an adversary. They’re asking students to explain their reasoning, to annotate their process, to use AI transparently and ethically. They’re turning assessment into dialogue — between learner, teacher, and technology.

This is where the real transformation happens.

 AI isn’t changing what we value in education. It’s revealing whether our assessments ever aligned with those values in the first place.

If we can design assessments that honor curiosity, reflection, and mastery, then AI won’t undermine education, it will elevate it.

The next evolution of assessment isn’t about control. It’s about trust.

 Poll on LinkedIn

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