Is AI Feedback Less Human?

There’s a growing perception in classrooms that when feedback or grading comes from AI, it feels less human. Students sometimes see it as impersonal, maybe a sign that the teacher doesn’t care. And to be honest? That feeling isn’t entirely wrong.

Part of good feedback is relationship. The tone, the nuance, the “I see you” moments that students pick up on when a teacher scribbles a star or writes “Nice!” in the margin. AI doesn’t do that. It can’t. So when students say it feels different, we should listen.

But here’s the other side of the story: AI feedback doesn’t have to replace the human part. AI can free us up to be more human. Instead of spending hours hand-marking spelling errors or rewriting the same comment over and over, teachers can let AI handle the routine, and then use class time for real conversations: mini-conferences, revision chats, side-by-side re-reads.

Some ways to make AI feel more human in your feedback loop:

  • Let students co-pilot: Have them ask AI for feedback and critique the response. Was it accurate? Helpful? What would they change?
  • Add a human layer: Record a short audio note responding to AI’s comments or add a sticky note that says “This is solid, especially that last sentence!”
  • Use AI as the start, not the end: “Here’s what the AI noticed, now let’s talk about what I noticed.”

In the end, AI can feel less human. But when we use it alongside teacher insight, not instead of it, it can lead to more feedback, more revision, and more meaningful learning.

Maybe it’s not about choosing between care and AI, it’s about using AI to create more space for care.

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