The EvalScribe Teacher Evaluation Blog — AI, Frameworks, & Observation Tips

The NIET Teaching and Learning Rubric, Explained

The NIET Teaching and Learning Rubric, Explainedby: Anthony D. Neely, Ph.D.Published on: 23/09/2026

What the NIET Teaching and Learning Standards Rubric is, in plain English: the domains and 19 indicators, the 1-5 scale where student ownership grows as the score rises, its TAP System roots, and how it is used to evaluate teachers.

The NIET Teaching and Learning Rubric, Explained

AI in Teacher Evaluations: The Line Between Watching and Writing

AI in Teacher Evaluations: The Line Between Watching and Writingby: Anthony D. Neely, Ph.D.Published on: 22/07/2026

AI 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.

AI in Teacher Evaluations: The Line Between Watching and Writing