Interactivity
Stop Designing for Delighted Users (and Start Designing for Cognitive Strain)
"Delight" is the ultimate trap: by making the web frictionless, we’ve made it forgettable. In 2026, the most successful brands are abandoning "seamless" UX in favor of "Meaningful Friction"—intentional hurdles that wake up the user’s brain and turn passive clicks into lasting loyalty.
The Site-Search Paradox: Why The Big Box Always Wins
In the early days of the web, the search bar was a luxury, added to a site once it became “too big” to navigate by clicking. We treated it like an index at the back of a book: a literal, alphabetical list of words that pointed to specific pages. If you typed the exact word the author used, you found what you needed. If you didn’t, you were met with a “0 Results Found” screen that felt like a digital dead end.Twenty-five years later, we are still building search bars that act like 1990s index car
Testing Synthetic Research in Practice
I’ve spent the past few months watching synthetic research show up everywhere. Conference talks. LinkedIn posts. Case studies. Every time I saw it, I had the same reaction. This is going to be a disaster.Not because synthetic research is inherently bad, but because I know what happens when a new tool promises efficiency. Someone uses it to skip the real work. Someone points to synthetic data and says “we don’t need to do user research anymore!”The User Research Strategist
The mirage of UX Design’s demise keeps coming back
Why do we declare endings when we don’t understand transitions?Continue reading on UX Collective »
Increase Website Engagement with Micro Interactions
This CXL Feed explores the use of micro-interactions on websites and landing pages, inspired by Apple's iPhone 16 launch page.
Micro-interactions still matter
It's the little UI/UX touches that make your app feel alive. Let's look at 4 simple lines of CSS that can transform a boring interaction ...
What AI exposes about design
What we lost when design became mainly UI, and what AI gives us the chance to reclaimDesign practice is changing again. The process is shrinking, and most tasks, especially the ones usually reserved for junior designers, are being automated. Speed is even more important than before, and the go-to-market timeline is reducing consistently with the advancement in AI technologies.AI is making the prototyping part of the discipline easier and — to a certain extent — accessible to more and more people
Fail-Safe Foresight: Practicing Strategic Foresight in Today’s Organizations
In this tutorial you will learn:Foundations of foresight strategy, methods, and practicesOrganizational and psychological reasons many foresight programs fail, and how to counteract themExercises to practice foresight skillsTake-home template for your own foresight databaseEthnographers and researchers frequently play the role of canary in the coal mine, sounding the alarm about weak signals that will become big problems if left unaddressed. But all too often, their warnings are not acted upon i
Your Tech Stack Needs A Thinking Stack: Building a High-Value Ethnographic Practice in the AI Era
In this tutorial you will learn:The promises, limitations, and professional implications of AI research toolsCognitive and social dynamics of automations and human–AI interactionThe core drivers of value and creative adaptation in ethnographic workStrategies for deciding when and how your team should integrate AI research toolsAs AI research tools and the pressure to use them proliferate, it’s time to evolve our tech stacks. Even more urgently, it’s time to evolve our ‘thinking stacks’ so we can
Creating a Strategic Role for Research in Your Organization
In this highly interactive workshop you will learn to:Facilitate a strategic alignment workshop with stakeholdersOrganize business unknowns and research requests into learning objectivesSurface assumptions and low confidence knowledge to solve for constraints that could limit research impactCraft a research roadmap with stakeholder buy-inEstablish the credibility and strategic role of the research team and services it can provideResearch impact is typically associated with the important work of
Ethnofutures for Innovation: Practicing Foresight with Diverse Intelligences
In this tutorial you will:Integrate foresight and ethnography for multimodal data collection and analysisIdentify people and innovation centers at the leading edge of your research or market domainBuild grounded future scenarios that support discovery, strategy, planning, and decision makingDiscover use cases for applying ethnofutures in your own workPredictive analytics have become increasingly sophisticated, yet organizations still struggle to anticipate and plan for social change, emerging us
Thinking and Communicating with Frameworks: Using Visual Frameworks to Strengthen Insights and Communicate Findings
Creating visual frameworks is a powerful method for making complex information comprehensible, persuasive, and actionable. Visual frameworks:Help you to synthesize and refine rich, multilayered research into the insights that are most relevant to your challenge or strategic goalMake insights legible and persuasive to teams and stakeholders across business, product, engineering, and designProvide a shared point of reference to inform iterative, cross-functional conversations and solutionsThis tut
Beyond “It’s Complex”: How to Recognize, Analyze, and Apply Systems Frameworks
In this tutorial you will learn:How to recognize and understand systemsSystems thinking, cybernetic thinking, and complexity modelsPractical tools for analyzing ethnographic data and making strategic or tactical recommendations‘Systems’ and ‘complexity’ are buzzwords these days – they frequently refer to anything complicated, interrelated, multivariate, or just difficult to understand. But there are well-developed models and methodologies that empower us to identify, analyze, act, and create cha
Trust Unpacked: Using Social Insights to Understand and Cultivate Trust
In this tutorial you will:Learn social frameworks for understanding and cultivate trustMap definitions, measurement, and practices of trust in your own spaceApply frameworks most relevant to your organization, industry, constituencies, or marketsCollaboratively identify and address factors that hinder trustExamine trust in critical areas, including AI and healthcareIt’s practically business orthodoxy that trust = growth = trust, but trust remains poorly conceptualized and mismeasured in many org
Mobilizing Teams with Tangible Theory: Collective Sensemaking for Actionable and Scalable Insights
In this tutorial you will:Clarify the implicit and explicit roles of theory in research, design, and strategyLearn a method for collective sensemaking with interdisciplinary teams and non-expertsUse theory to make insights actionable and scale beyond a single projectFacilitate meaningful material interaction that enables stakeholders to realize the full potential of insights and new opportunitiesSometimes sidelined as esoteric thinking that bogs down action, theory is always in action when we do
Designing AI to Think with Us, Not for Us: A Guide to Cognitive Offloading
In this tutorial you will learn:Mechanisms, benefits, and harms of cognitive offloading in human–AI interactionHow to use the Cognitive Offloading Matrix for decision making about AI design and innovationStrategies for gaining organizational buy-in for AI that empowers people and builds trustTechnology has long shaped how we think, remember, and learn, from writing to calculators to navigation apps. But as rapidly evolving, emergent genAI solutions drive organizational and product strategy, we f
The three thirds
An entire generation of designers climbed the ladder. A third say it got better. A third say it got worse. A third aren’t sure.Photo by 360floralflaves on UnsplashSomeone asked me what I do at a dinner last month. Normal question. I’ve answered it a thousand times. But this time I paused. Not because I didn’t know the answer — I manage seven designers at a European bank — but because the answer didn’t feel like mine anymore.I said it anyway. “I’m a designer.” And the word sat in my mouth like a
Design debt is now as dangerous as technical debt
If you want to put AI adoption at risk, ignore the design debt at your own peril.It doesn’t announce itself, but sits there, quietly, underneath every product decision you make, until one day the cost of moving forward is so high that you have to look down.This is a very accurate (and literal) way of describing what it feels like to accumulate design debt. If you had shivers just from reading it, you’ve been there. Frankly, we’ve all been there at some point, despite organizations sweeping the p
Making vs. the machine
What are we willing to pay to get paid? Embracing non-commercial creativity.I used to dream of having a job where I could be creative. I wanted to be paid to do the thing I loved. I had read about starving artists and struggling creatives, and I was happy and proud when I found a job in the creative field right out of college. After graduating, I became a graphic designer in the marketing field and from there, I worked my way up the corporate ladder.For many years, I loved my job and the world o
The design engineer symptom: what a rising job title reveals
Trying to define Design Engineering today, and why the confusion around it turned out to matter.“UX Designer”, “UX/UI Builder”, “UX Engineer”, “Product Builder”, “Design Engineer”… As job titles multiply, so does the confusion about what’s actually expected. — Made with GeminiHave you ever read a job title and felt like it was made for you, only to lose your smile reading the actual responsibilities? As a designer with a frontend development background, it happened to me more than once. I love U