Grade one real stack, live, and keep the prompts.
Bring one assignment, its rubric, and a few scrubbed submissions. In an hour you will draft real feedback with AI, read the changelog of every call it made, and delete the ones that were taste instead of rubric. You leave with a graded mini-stack and the whole method. Works in Claude, ChatGPT, Gemini, or Copilot.
Registered but can't attend live? The replay goes to every registrant within 48 hours.
Bring the real thing. Fifteen minutes of prep.
One assignment prompt you actually use, its rubric (messy is better), and three to five real student submissions.
Then scrub: codes instead of names, no student IDs, no existing grades, nothing about accommodations. Student privacy is a house rule here, and the confirmation email walks you through it.
No prep time? Come anyway and run my materials alongside me. You will still leave with every prompt.
The shape of the hour.
The scrub check, then one real submission through the feedback prompt, together.
You work. Your rubric, your submissions, your own chat tool. I run mine on screen so you can compare calls.
The changelog read: we look at every judgment the machine made, and everyone deletes at least one that had no rubric criterion behind it. That deletion is the skill.
The pattern pass across your submissions, questions, and what to do with the rest of your stack tonight.
Sunday night is coming either way.
You can grade the next stack the way you graded the last one, or you can spend one lunch hour learning to supervise the typing instead of doing it. Free, live, and you keep everything.