Can AI Enhance the Human Connection in Teacher Evaluations?

Khan Academy
Khan AcademyMar 23, 2026

Why It Matters

AI‑enhanced feedback turns routine evaluations into meaningful, morale‑boosting experiences, signaling a scalable path for districts to improve instructional quality and teacher retention.

Key Takeaways

  • AI can capture detailed teacher observations for richer feedback.
  • Real-time AI narration made teacher feel genuinely seen and valued.
  • Human‑AI collaboration refined evaluation standards during review session.
  • Personalized learning insights drive district’s AI task force initiatives.
  • Upcoming webinar will showcase further Khan Academy partnership successes.

Summary

The conversation centers on how a single‑school district leveraged artificial intelligence to transform its teacher evaluation process, aiming to amplify educators’ voices rather than replace them. Superintendent Dr. Amiel Zena described recording detailed observations during a classroom visit, then using AI to transcribe and organize those notes, highlighting moments where the teacher met individual student needs.

Key insights emerged when the AI‑generated feedback was shared with the teacher. Instead of a routine critique, the teacher broke into tears, saying she had never felt more seen. The duo then reviewed the AI‑produced sub‑standard comments together, adjusting language collaboratively, illustrating a seamless human‑AI‑human loop that deepened the evaluative dialogue.

A striking quote—"I've never felt more seen before in my life"—underscores the emotional impact of technology when it serves as a conduit for genuine appreciation. The discussion also highlighted the district’s partnership with Khan Academy and teased an upcoming webinar on March 27 to showcase additional success stories.

The broader implication is that AI, when thoughtfully integrated, can enrich human connection in performance reviews, boost teacher morale, and provide data‑driven insights for personalized learning. This model offers a scalable blueprint for districts seeking to modernize evaluation practices while preserving the essential human element.

Original Description

Think AI is just about automation? Think again. Dr. Amy Alzina, Supt. of Cold Spring School District, shares a moving story about using AI to amplify the voices of her teachers.
By using AI to capture the fine details of a classroom observation, Dr. Alzina was able to provide feedback so personalized and thorough that it moved her teacher to tears. To hear more about how Dr. Alzina is using AI to enhance the "Human-AI-Human" connection with her staff and students, and see how technology can make our educators feel more seen and valued than ever before, join her for a webinar with Khan Academy Founder Sal Khan on March 27.

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