Prototype — this is a working draft, shared for feedback and discussion. Not a finished, certified, or officially adopted framework.
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Phase 4

Develop · Model Development

Build, train, and document the model — with a full record of what was tried, what was kept, and why.

4Artifacts
4Word
0Excel
Model Development Report
Word
Approach, hyperparameters, model comparison, performance summary
Available upon request
Bias & Fairness Assessment
Word
Full disaggregated + intersectional fairness testing
Available upon request
Model Card
Word
Worked HistoTriage example, Mitchell et al. 2019 standard format
Available upon request
System Card
Word
System-level companion to Model Card, for multi-component/multi-agent systems
Available upon request
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