# Governed image notes

- **Image ID:** 057
- **Filename:** `057-ai-development-ai-rollout-staff-training.png`
- **Source register:** `PHOTO-STORYLINES.csv`
- **Source asset:** Governed high-resolution public-image master
- **Collection:** AI development
- **Registered storyline:** “Adoption is a leadership responsibility.”
- **Topic match:** The staff question-and-answer scene supports the article's human-review, bounded-rollout and authority-reset thesis. It presents operating participation rather than autonomous action or a claimed deployment.
- **Classification:** Jared-owned AI-generated editorial material; non-documentary.
- **Provenance boundary:** The image is an editorial construction. It is not evidence of a real facility, employee, customer, meeting, AI feature, training event, budget decision, deployment or result.
- **Prior package use:** The same governed image appeared in the August 31 evening package. Reuse is disclosed; the title, thesis, structure, fictional scenario and practical tool are materially different.
- **Crop:** Preserve the full 3:2 frame. A responsive center crop is permitted only if Jared, the employee asking a question and the surrounding group remain legible; do not composite, relight or add interface content.
- **Alt text:** Jared Mastroianni listens to an employee's question during an AI-generated staff training discussion.
- **Caption:** Operational authority needs a visible point where automation stops and a person decides whether more capacity is justified. AI-generated editorial image; not documentary evidence.
- **Author/profile boundary:** This is contextual article imagery, not an author avatar or profile image. The approved navy-blazer v2 remains the only author/profile choice. The rejected black-turtleneck portrait was not used.