A resource collection
by Miguel Guhlin

Your workshop capacity matrix

What am I ready to do?

Read each statement. Mark one box to show where you are today: Ready to learn, In progress, or Ready to go. Use the notes space for questions or a next step. Leave any item blank if you prefer.

Your choices and notes stay in this browser. Export or print a copy to keep. Do not enter applicant information.

Download the blank printable matrix (3 pages)

1. Knowing where AI fits

Resources: AI task guide · 2/2/2 framework

What I know or can doReady to learnIn progressReady to goNotes
I know which review tasks AI can help with.
I understand which decisions must stay with people.
I can check an AI answer against the application.
I know when to stop and ask a person for help.

2. Writing clear AI requests

Resources: Prompt practice · Workflow prompting workshop

What I know or can doReady to learnIn progressReady to goNotes
I can write a clear request for one task.
I can tell the AI which information it may use.
I can ask the AI to show where its answer came from.
I can test my request with a made-up application.

3. Using a scoring guide

Resources: Workshop rubric · Reviewer onboarding

What I know or can doReady to learnIn progressReady to goNotes
I understand the descriptions in our scoring guide.
I can use the guide to score a practice application.
I can point to the details that support my rating.
I can discuss different ratings with another reviewer.

4. Protecting applicant information

Resources: Protected workflow reference · Application triage example

What I know or can doReady to learnIn progressReady to goNotes
I can recognize sensitive applicant information.
I know how to check whether an AI tool is approved.
I can limit what I share to what the task needs.
I know whom to ask about privacy or a data problem.

5. Responding fairly to applicant AI use

Resources: Policy lab · Fair response reference

What I know or can doReady to learnIn progressReady to goNotes
I understand that an AI detector flag is not proof.
I can explain what AI help our applicant rules allow.
I can ask about AI use without assuming wrongdoing.
I know how an applicant can ask for another review.

6. Trying a small change

Resources: 30-day action plan · 2/2/2 pilot framework

What I know or can doReady to learnIn progressReady to goNotes
I can plan a small test using made-up applications.
I can keep a record of errors and corrections.
I can check whether the change helps our work.
I can explain how we use AI and how people check it.

My 30-day action plan

No items marked yet.