When a system’s reading misses the point, a person needs a way to change the relationship it has drawn.
My contribution: I directed the product’s development, required traceable states, and asked for motion to explain relationships. When the correction loop froze during use, I called for an audit.
The supplied engineering example, after correction. Actual demo capture · September 8, 2026
More instruments, same inquiry
Explore the working objects
Atlas Explorer · Actual interface capture, September 8, 2026. Tool descriptions are the Atlas’s own framing.
The AI Design Atlas
A way into a complicated field.
A visual language for understanding creative AI tools and imagining how they might work together. Read an element, combine it with others, then examine the idea through different artifacts.
My contribution: I defined the audience and learning purpose, chose reusable theme foundations, and identified where the interface failed to carry those themes through.
Private language, context packs, and one idea run through a music model eight times. The essays live on Substack; their prompts, transcripts, and audio receipts are filed here.