Nurturing critical UX thinking in the age of AI

Recently at a networking event, I spoke with a designer who was eager to move into UX. She lit up as she described what drew her to the field – the focus on the user, connection to graphic design, and problem-solving. At the same time, she admitted she was worried about the future, afraid that AI might take away the job she was trying to build.

She really got me thinking: what does a career path into UX look like for someone starting today?

Throughout my career, my learning has always come from the act of doing. I started in graphic design and loved working on the fine details of a logo. Then I moved into web work – and stumbled through an understanding of HTML and CSS so I could customize wordpress templates. When I started testing my interface designs, working with real users, and developing requirements – every piece of my past experience fed into my ability to do that.

That original grunt work was more than production design

I learned to evaluate options, weigh trade-offs, and make deliberate decisions. Each role shaped me, and now leaves me with this question for the upcoming generation of designers; Is ‘learning through doing’ necessary in critical thinking development?

Think of all the AI slop we’ve seen recently – distinguishing between good and bad design has never been more important.

The rapid prototyping trade-off

Today, many entry-level tasks are being automated or templated. AI can generate layouts, wireframes, and full prototypes in seconds. While this speeds up workflows, it also risks removing the “safe” practice ground where junior designers once learned the craft (not to mention the risk for complacency in senior designers too).

Without opportunities to do the work, receive feedback, and iterate, new designers may find it harder to develop the depth of understanding needed to evaluate and produce good, user-centred work. Critical thinking, the most important skill at the heart of UX, emerges from experience, reflection, and collaboration.

This isn’t an argument against AI tools (yet, but I’m a big believer that a good design system is more efficient overall). But as our processes evolve, we need to evolve our ways of working and learning.

4 tips to practice critical thinking in UX in the age of AI

1. Ask questions

Constantly, about everything. The easier it becomes to create products, the harder it becomes to understand why certain design choices are made, and the purpose behind the products themselves. Ask questions not just about design choices, but about strategy – the value of the product, and the elements that contribute to the success.

2. Learn the difference between subjective and objective decisions

Understanding this is a big one for building confidence and knowing when to defend certain choices, and when to let them go. Subjective decisions can be flexible. Does it really matter if it’s purple or blue? If purple is accessible and blue is not – it’s now an objective requirement.

3. Be intentional – understand that you are always choosing

While you’re using tools to create designs more rapidly, you are still making the same amount of choices as if you were creating manual designs. AI pulls the average of layouts together – it does a great job of creating something that looks passable at a first glance, because it’s familiar. When you take the time to look at the nuances, that’s when cracks begin to show. Being specific about choices in hierarchy, language, and brand representation is what separates average design from great design.

4. Talk to developers

Talking to the user is important, but talking to developers is something that isn’t emphasized enough. They’re the ones that can point out systems constraints, poke holes from a different perspective, and provide valuable perspectives on options.

In the age of AI, be mindful of your strengths and concious of what drives you. Reaching out to industry professionals and experienced designers is a great way to build your understanding of career paths and options. There are so many variations of types of UX professionals and the work they do – understanding where your passions are and where you can grow will help you shape your career with intention.