# Image notes — evening AI architecture lane

- **Image ID:** 052
- **Source filename:** `052-ai-development-ai-engineering-design-review.png`
- **Governed source:** `/Users/jared/Documents/Codex/2026-08-23/ca/outputs/jared-public-image-master-highres/052-ai-development-ai-engineering-design-review.png`
- **Topic match:** AI engineering design review; selected from the governed AI 051–060 series for an article about score meaning, calibration evidence and deployment boundaries.
- **Intended alt:** `Jared Mastroianni listens with two colleagues during an editorially constructed AI design-review meeting.`
- **Intended caption:** `A shared AI threshold should follow a review of the decision, outcome definition, local evidence, error costs and human authority. Editorial illustration; not a documentary record of a deployment, model result or customer outcome.`
- **Platform crop:** Full 3:2 landscape frame. Retain all three people, the laptop and meeting context. No text overlay.
- **Provenance:** Jared-owned AI-generated editorial image. It is not documentary evidence of a real meeting, team, customer, product, deployment or result.
- **Identifier boundary:** Preserve the governed raster bytes. Confirm metadata and raw-byte scans contain no AI-system, generator, prompt or workflow identifier before any publisher handoff.
- **Profile boundary:** This is contextual article imagery, not a profile portrait. Do not substitute the rejected black-turtleneck portrait. If a contributor portrait is separately required, use only the approved navy-blazer v2 profile image.