Entrada real
- Task and standards
- Adult workplace course: give a 4-minute recommendation from a provided dataset. Standards: decision-relevant claim with accurate evidence; one material limitation; organization for the named audience. Notes allowed; no outside data.
- Scoring design
- Analytic, Ready/Developing/Not yet, 20 points. Evidence accuracy at least half. Certification and feedback.
- Fairness constraints
- Live or prerecorded. Do not score accent, charisma, slide design, or eye contact. Captions and assistive technology allowed. Keep claim quality separate from organization.







