Resources/Criteria feedback for experts

Prep & worksheets

Criteria feedback for experts

The criteria are the product’s backbone. They live in git, with human-authored sources. Expert eyes keep them honest — without turning the model into a citation generator.

Worksheet · not a document review · All resources

Why this matters

A criterion is a checkable rule plus a static source. If the source is wrong or the rule is vague, every review that uses it is weaker. Feedback should target the rule and citation, not “make the AI nicer.”

Where to look

Public browser

Browse packs and sources anytime: /criteria. Same files the product loads.

Structured QC form

When we open a draft pack for review, use the criteria review form: /review. Comment by criterion #; submit returns notes to the team.

Contact

For ongoing expert relationships: /contact — name the pack, criterion id/ref, and proposed source wording when you can.

What useful feedback looks like

Helpful

  • “DI3 source should point at EU GMP Ch. 4 §4.8; current anchor is fine but add …”
  • “This SOP rule double-counts version control already in ref 02”
  • “Allowed verdicts for signature presence must never include PASS”

Less helpful

  • “Make it stricter” with no criterion named
  • “Add a readiness score”
  • Unsourced novel regulations for the model to free-write

Git is the audit trail. When a criterion changes, the change is a commit. Past reviews stay reproducible against the pack version used at the time.

Start with the live packs.