Whether 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.
General AI like ChatGPT can draft evaluation language, but every write-up means pasting standards, prompting, and editing. How a purpose-built teacher evaluation tool compares on alignment, consistency, speed, and defensibility.