Quantum Learning Machines — Open Measurement for Education AI

Business Case: Model one relationship

Business Case: a plausible decision helps one stakeholder while introducing a visible risk.

Business Case Grade 6 mission: Use the provided comparison and keep one condition fixed. Build evidence for this learning goal: Make a classroom resource choice by comparing needs, limits, and who is affected.

Model

Case evidence and risk

Run the baseline and one changed case. Keep the named controls fixed.

Risks: harm from acting too quickly; harm from delaying action
Stakeholders: person directly affected, team or family, institution or community
Review rule: Reconsider the decision when new evidence changes risk or stakeholder impact.

Case pressure50%

Choose a provisional decision that names evidence, risk, and the people affected.

Evidence

Consequence review

Commit a testable model and run the investigation to generate evidence.