What this infographic explains
A timeline from prompts through reliance engineering.
Use this visual as an orientation map. It should be read with the supporting AuditAI articles and frameworks rather than treated as a complete audit procedure on its own.
Short alt text
The Evolution of AI Engineering: A timeline from prompts through reliance engineering.
Long description
The infographic presents a structured visual explanation of the evolution of ai engineering. It connects changes in AI capability with the need for evidence controls, verification, governance, independent review and a final assessment of whether the output is fit to be relied upon.
Suggested uses
- Article or knowledge-base introduction
- LinkedIn or professional education post
- Presentation or workshop orientation
- Cross-link to the Five Control Gates
Revision history
Version 1.0 — 26 July 2026: Initial publication.