028 You Can’t Learn This in Isolation

🎧 Listen to this episode on Apple Podcasts, Spotify, or your favorite platform.

Product and UX professionals spend a lot of time removing friction.

We simplify flows, reduce unnecessary steps, and make tasks easier to complete.

Yet I keep coming back to our conversation with Dallas College educators Lisa Gabriel and Sandy Harris: learning may be one place where removing all friction can make the experience worse.

That does not mean making education inaccessible, confusing, or needlessly difficult. It means recognizing that some friction is productive: critique, deadlines, ambiguity, explaining your thinking, hearing an unexpected perspective, and working through disagreement.

Those are not obstacles around the learning. They are part of the learning.

As I said during our conversation:

“I don't think those are side quest skills. Those are main storyline skills. They are the work.” – Metsy Rose

For product managers and UX professionals, our jobs are not performed alone with perfect information. We work through other humans.

Information Is Not the Same as Practice

YouTube tutorials, books, online courses, documentation, communities, and AI can help us answer questions almost instantly.

Access to information, however, is not the same thing as practicing judgment.

Lisa drew a useful distinction between informal learning and formal education. A video can teach a technique, while a class asks you to show up, meet deadlines, apply what you learned, respond to feedback, and learn from failure.

The process of learning and application maps directly to product and UX work. Think about when a research plan missed a crucial aspect needed for vital findings. A stakeholder rejects a recommendation you carefully curated. A prototype confuses users instead of bringing alignment. A team disagrees about which problem matters most.

The skill is not simply knowing the method. The skill is knowing what to do when the method collides with reality.

Human Interaction Is Part of the Curriculum

One of Sandy’s points was that a classroom changes the learning experience because other people are present.

“When you're in the classroom, you're actually getting to learn from other people.” – Sandy Harris

If you work in product management, UX design, customer experience, or research, your work depends on understanding people whose assumptions, communication styles, backgrounds, and priorities differ from yours.

Live learning creates a small laboratory for that work. You explain your choices. Someone challenges them. You see another person solve the same problem differently. You decide whether those different approaches or the direct feedback to your ideas change your thinking.

Classroom or live learning is practice for design.

I experienced this myself. I went to UT Austin, but during summers I took classes at Richland College. I remember enjoying the smaller classes because I had more room to ask questions, interact, and talk through the work.

The content mattered, but the interactions with other people in the process of learning changed how I learned.

Live Learning Makes Feedback Immediate

Lisa talked about the difference between asynchronous and synchronous online learning.

Asynchronous learning can be flexible and useful, especially for people balancing work, caregiving, geography, or other constraints. Yet it can also become a one-way stream: watch the recording, read the material, submit the assignment, wait for a response.

Synchronous learning adds immediacy.

You can ask a question while the confusion is fresh or participate in critique. You can hear how someone else frames the problem and change direction in real time.

J captured the larger principle in one sentence:

“You learn the most through friction.” – J Schuh

Lisa pushed it further:

“You learn the most when it is not frictionless, when you are challenged, when you have to problem solve with the information that you have been given.” – Lisa Gabriel

Productive Friction Is Not Bad UX

We often treat friction as automatically negative. In commercial experiences, unnecessary friction can absolutely create abandonment, confusion, and frustration.

Learning has a different goal.

The goal is not always to help someone finish a task with the least effort. Sometimes the goal is to help them build enough capability to handle a harder task later.

That means distinguishing between two kinds of friction:

• Unproductive friction blocks access, creates confusion, or adds effort without creating value.
• Productive friction requires thinking, reflection, collaboration, practice, or judgment.

Product teams make similar choices whenever we decide whether to automate a decision, simplify a workflow, or require a user to stop and think before taking an important action.

The best experience is not always the experience with the fewest steps. It is the experience designed around the outcome that matters.

AI Can Support Learning Without Replacing the Human Part

Our conversation naturally moved into AI and education.

Lisa and Sandy were open to AI helping instructors. Lisa imagined an AI companion or assistant handling routine questions while the instructor remained the subject matter specialist. Sandy saw value in automation freeing educators to spend more time mentoring students.

The interesting question is not only, “Can AI do this task?”

It is, “What work can AI absorb so people have more capacity for experience, judgment, mentoring, empathy, and context?”

Sandy framed the challenge well:

“How can we use all of this technology that we have as a tool rather than trying to save money?” – Sandy Harris

That question belongs in every AI adoption conversation.

What We Can Apply in Our Own Product and UX Careers

We do not need to enroll in a degree program every time our field changes. We do need learning environments that make us practice rather than merely consume.

That might mean choosing a live workshop over another recorded course, joining critique groups, presenting unfinished work to peers, pairing with someone from another discipline, teaching a concept, or seeking feedback before you feel completely ready.

The common thread is participation.

If our careers depend on understanding humans, we cannot build all of our skills in isolation.

Questions for Reflection

1. Where has productive friction helped you build better judgment in your career?
2. Are your current learning habits mostly helping you consume information, or practice applying it?
3. What human interaction would make your next learning goal more effective: critique, mentorship, collaboration, debate, or teaching?

Key Takeaways

• Information access is not the same as applied learning.
• Product and UX skills develop through critique, ambiguity, collaboration, and feedback.
• Live learning creates opportunities to practice the human skills the work itself requires.
• Good learning design removes unnecessary barriers without removing every challenge.
• AI may be most valuable when it creates more capacity for human mentoring and judgment, not when it replaces them.

Final Thoughts

Product and design work asks us to understand people, communicate ideas, challenge assumptions, and make decisions with other humans in the room.

Those skills do not develop only by reading about them. They develop when we have to use them.

That is why I keep returning to the idea that some friction is not a flaw in the learning experience. It is the experience.

Where have you learned the most in your career: from information that was easy to access, or from a moment that forced you to think, explain, adapt, or try again?

– Metsy
Co-host, Pixels & Priorities

Stay Connected

🎧 Listen to new episodes every Tuesday on Apple Podcasts, Spotify, or your favorite podcast platform. Please leave us a rating, submit a review, and share with a friend. It helps more people find the show and join the conversation.

Connect on LinkedIn: Metsy Rose | J Schuh | Pixels & Priorities