Pathways

Choose a route through the case room.

Each pathway is a repeat-visit sequence through the same case library: focused enough for a workshop, open enough for independent exploration.

New learners0/5 reviewed

First Shift in the Case Room

Learn the workflow without starting in the densest evidence files.

Experiment and policy analysts0/7 reviewed

Practice deciding when a comparison supports a causal story and when it only suggests one.

ML reviewers and analytics leads0/7 reviewed

Trace model performance through labels, thresholds, workflows, drift, and operational authority.

Government, nonprofit, health, and education teams0/8 reviewed

Practice evidence judgment where delays, access, fairness, and claimant harm matter.

Data quality and governance reviewers0/5 reviewed

Interrogate whether the records, fields, samples, and releases are fit for the decision.

AI product, security, and enablement teams0/5 reviewed

Evaluate AI systems as deployed workflows, not clean-task demos.