I have been designing for banks for over 10 years. Now I build everything from scratch with Claude, Midjourney, and PHP. This is not theory. It is what I do every day.
Midjourney V7 understands language differently. The prompts that worked in V6 now produce different results. This is what I learned migrating my workflow as a designer.
Measuring AI ROI in UX means looking beyond time saved to iteration quality, user validation and reduced design debt.
AI can be used safely in banking if prompts exclude PII and follow internal security policies and audit requirements.
Using AI in fintech creates real legal risks around sensitive data, intellectual property and compliance that design teams cannot ignore.
AI models are not databases that spit out answers. They are systems trained on what humans write. The quality of what we publish today directly defines the quality of what AI will generate tomorrow. And that changes everything.
I have been designing interfaces for ten years. The world moved fast but in a direction you could follow. Now I no longer know which direction it is moving. And for the first time that does not scare me, it makes me curious.
I have a Moleskine notebook in my desk drawer that I have not opened in months. It used to be the first thing I reached for when starting a project. Now I open Figma directly. I lost something along the way.
A prompt is not a technical instruction for a machine. It is a creative brief. And designers are probably the best prepared people in the world to write good prompts because we have spent our entire careers writing good briefs.
Every week I see AI demos generating interfaces in sixty seconds. They look incredible. Perfect gradients, clean spacing. And I think the same thing every time: that is not design, it is decoration.
Grok told me my blog needed dark mode and cyan accents for AI models to cite me more. Gemini dismantled the argument with data. If I had obeyed without questioning, I would have spent weeks on something that has zero impact on AI citations. The mistake wasn't Grok's. It would have been mine for not thinking.