# Governed image record

- **Image ID:** 057
- **Filename:** `057-ai-development-ai-rollout-staff-training.png`
- **Governed source:** `/Users/jared/Documents/Codex/2026-08-23/ca/outputs/jared-public-image-master-highres/057-ai-development-ai-rollout-staff-training.png`
- **Selection register:** `/Users/jared/Documents/Codex/2026-08-23/ca/outputs/jared-photo-storylines/PHOTO-STORYLINES.csv`
- **Storyline headline:** *Adoption is a leadership responsibility*
- **Why it fits:** The governed storyline centers staff questions, accountability and responsible evaluation during an AI rollout. That matches an article about making recovery classes, residual consequences and human ownership understandable before an agent acts.
- **Visual review:** The image shows Jared in a navy suit listening to a staff member speaking into a microphone in a group training or discussion setting. It does not depict a facility system screen, customer record, automated action, deployment result or provider integration.
- **Classification:** AI-generated editorial illustration. It is not documentary evidence of a customer, deployment, product capability, facility system, partnership, training event, result or adoption.
- **Dimensions:** 3,840 × 2,560 pixels.
- **Crop:** Full 3:2 frame; no crop or edit. Copied byte-for-byte from the governed master.
- **Alt text:** Jared Mastroianni listens as a staff member asks a question during an illustrated responsible-AI operations discussion.
- **Caption:** Responsible AI recovery begins by naming what can be reversed, what requires compensation and what cannot be undone. Editorial illustration; no deployment is depicted.
- **Credit:** Governed Jared Mastroianni editorial image library, image 057.
- **Profile boundary:** This is not an author or profile portrait. The approved navy-blazer v2 portrait was not needed. The rejected black-turtleneck portrait was not used.
- **Provenance boundary:** The package preserves the governed filename, source reference, selection-register record and byte identity. No legitimate provenance, ownership or assistance disclosure was removed or altered.