Free guide
By Will Krasnow, Co-founder, Swiftscore
5 AI Mistakes in Teacher Evaluations
AI can turn a stack of notes into evidence-based feedback in minutes, or quietly get an evaluation wrong in ways a rubric alone won't catch.
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What to expect
What you’ll get from the guide.
Written for evaluators, not engineers
No mechanism to learn, no settings to configure. Just what to watch for before you sign off on a score.
Grounded in real evaluation cycles
Drawn from the patterns districts run into when AI first enters observation, scoring, and feedback.
Something you can act on immediately
Each mistake in the finished guide pairs with a one-line way to check for it in your own process.