Evidence Pack
================

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

* Repository index: `media/README.md <https://github.com/3D-Components/open-robin/blob/main/media/README.md>`__
* Evidence folder on GitHub: `3D-Components/open-robin media folder <https://github.com/3D-Components/open-robin/tree/main/media>`__

Reviewer Entry Points
---------------------

* D3 demonstrator video:
  `Google Drive video <https://drive.google.com/file/d/1NPXDISejwRpxbMHidZyFyc0_4-ERQhcg/view?usp=drive_link>`__
* SUS/user-validation folder:
  `Google Drive folder <https://drive.google.com/drive/folders/1JNtOJkZSoUBujClqRHi9FKAKPs3XxdlQ?usp=drive_link>`__
* Architecture and data-flow diagrams:
  `media/architecture/ <https://github.com/3D-Components/open-robin/tree/main/media/architecture>`__
* ROBIN Dashboard screenshots:
  `media/screenshots/dashboard/ <https://github.com/3D-Components/open-robin/tree/main/media/screenshots/dashboard>`__
* Basic no-hardware demo evidence:
  `media/basic-demo/ <https://github.com/3D-Components/open-robin/tree/v0.1.0/media/basic-demo>`__
* Example API responses:
  `media/api-responses/ <https://github.com/3D-Components/open-robin/tree/main/media/api-responses>`__
* CSV export example:
  `media/exports/ <https://github.com/3D-Components/open-robin/tree/main/media/exports>`__
* AI model evidence:
  `media/model-evidence/ <https://github.com/3D-Components/open-robin/tree/main/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.