Evidence Pack

The evidence pack is maintained in the repository-level media/ folder:

• Repository index: media/README.md

• Evidence folder on GitHub: 3D-Components/open-robin media folder

Reviewer Entry Points

• D3 demonstrator video: Google Drive video

• SUS/user-validation folder: Google Drive folder

• Architecture and data-flow diagrams: media/architecture/

• ROBIN Dashboard screenshots: media/screenshots/dashboard/

• Basic no-hardware demo evidence: media/basic-demo/

• Example API responses: media/api-responses/

• CSV export example: media/exports/

• AI model evidence: media/model-evidence/

Model Evidence Boundary

The evidence pack separates:

• open online model evidence with R2 about 0.90, including metrics, predictions, and a scatter plot;

• proprietary/offline benchmark evidence with R2 about 0.96, marked as proprietary/external benchmark evidence rather than open reusable model evidence.

Human Authority

ROBIN provides monitoring, deviation detection, and AI-assisted recommendations. These recommendations are advisory: the human operator remains the final authority for process decisions and can accept, reject, override, or adjust recommendations before action is taken.