The EvalScribe Teacher Evaluation Blog — AI, Frameworks, & Observation Tips
AI Teacher Evaluation Software, Explained
by: Anthony D. Neely, Ph.D.Published on: 23/09/2026What AI teacher evaluation software is and what it should and shouldn't do: how it drafts rubric-aligned write-ups in minutes while the evaluator keeps the judgment, the privacy and defensibility questions to ask, and how to choose the right tool.
AI in Teacher Evaluations: The Line Between Watching and Writing
by: Anthony D. Neely, Ph.D.Published on: 22/07/2026AI can cut a teacher evaluation in half, but which half? The watching (human judgment) must stay human; the writing (rubric translation) is what AI can safely do. Why that line is the whole question, and why the write-up tool you pick still matters.
Are AI Teacher Evaluations Defensible?
by: Anthony D. Neely, Ph.D.Published on: 29/05/2026Whether an AI-assisted teacher evaluation holds up depends on the process, not the AI itself. The four properties that make any evaluation defensible, where AI helps, where it adds risk, and what to ask before it reaches a personnel file.
