Record a Reproducible Analysis Environment
Record data,code,configuration and relevant environment together before comparing outputs.
About 22 minutes, plus any extended practice
Open lesson 1Reproduce Analyses and Evaluate Responsible AI
Audit draft: "12 people completed; the tool caused 80%success; it won a prize." Evidence contains 12 completed attempts of 15 and nothing else. Rewrite it and state a review route.
Before you begin
- Distinguish model output from evidence and read version labels.
Choose by skill rather than age alone. Read with an adult when useful, revisit a lesson, or explore another grade.
Follow the lesson sequence
Compare Re-Runs without Overclaiming
Compare the stated inputs and conditions before interpreting different outputs.
About 22 minutes, plus any extended practice
Open lesson 2Audit a Generated Claim against Supplied Evidence
Match each claim to its supporting evidence and preserve scope and uncertainty.
About 22 minutes, plus any extended practice
Open lesson 3Define Oversight and a Contestable Decision
Specify reviewer,evidence and revision route instead of using human-reviewed as an unsupported label.
About 22 minutes, plus any extended practice
Open lesson 4Review and transfer
After the lessons, try 4 new review cases and a practical task. Each answer has an explanation and a link back to the related lesson.
Open the unit reviewGuest answers are temporary. Keep your own paper or document; this unit does not certify completion or record a school grade.
Topic references
- 2026 CSTA PK–12 Computer Science Standards: topic reference — Data & Analysis; Algorithms & Design; Ethics & Social Responsibility
These references informed the topic selection. They do not certify complete standards alignment.