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  • Opportunities for AI in Accessibility

    Opportunities for AI in Accessibility

    I was completely moved by Joe Dolson’s current article on the crossroads of AI and availability because I found it to be both skeptical about how widespread use of AI is. In fact, I’m very skeptical of AI myself, despite my role at Microsoft as an accessibility technology strategist who helps manage the AI for Accessibility award program. AI can be used in quite productive, inclusive, and accessible ways, as well as harmful, exclusive, and harmful ways, just like with any tool. Additionally, there are a lot of uses in the subpar center as well.

    I’d like you to consider this a “yes … and” piece to complement Joe’s post. I’m not trying to reject any of what he’s saying, but rather to give some context to initiatives and options where AI may produce real, positive impacts on people with disabilities. I want to take some time to talk about what’s possible in hope that we’ll get there one day. I’m no saying that there aren’t real challenges or pressing problems with AI that need to be addressed; there are.

    Other text

    Joe’s article spends a lot of time addressing computer-vision types ‘ ability to create alternative words. He raises a lot of legitimate points regarding the state of the world right now. And while computer-vision concepts continue to improve in the quality and complexity of information in their information, their benefits aren’t wonderful. As he rightly points out, the state of image research is currently very poor, especially for some graphic types, in large part due to the lack of context for which AI systems look at images ( which is a result of having separate “foundation” models for words analysis and picture analysis ). Today’s models aren’t trained to distinguish between images that are contextually relevant ( should probably have descriptions ) and those that are purely decorative ( couldn’t possibly need a description ) either. However, I still think there’s possible in this area.

    As Joe points out, human-in-the-loop publishing of ctrl text should definitely be a factor. And if AI can intervene to provide a starting place for alt text, even if the swift might say What is this BS? That’s not correct at all … Let me try to offer a starting point— I think that’s a win.

    If we can specifically teach a design to consider image usage in context, it might be able to help us more swiftly distinguish between images that are likely to be beautiful and those that are more descriptive. That will help clarify which situations require image descriptions, and it will increase authors ‘ effectiveness in making their sites more visible.

    While complex images—like graphs and charts—are challenging to describe in any sort of succinct way ( even for humans ), the image example shared in the GPT4 announcement points to an interesting opportunity as well. Let’s say you came across a map that was simply the description of the chart’s name and the type of representation it was: Pie map comparing smartphone usage to have phone usage in US households earning under$ 30, 000 annually. ( That would be a pretty bad alt text for a chart because it frequently leaves many unanswered questions about the data, but let’s just assume that was the description in place. ) If your website knew that that picture was a pie graph ( because an ship model concluded this ), imagine a world where people could ask questions like these about the creative:

    • Would more people use smartphones or other types of phones?
    • How many more?
    • Is there a group of people that don’t fall into either of these pots?
    • What number is that?

    For a moment, the chance to learn more about images and data in this way may be innovative for people with low vision and blindness as well as for those with different forms of color blindness, mental disabilities, and other issues. It could also be helpful in education settings to help people who can see these figures, as is, to understand the data in the figures.

    What if you could request your website to make a complicated map simpler? What if you asked it to separate a single line from a range graph? What if you could request your website to transform the colors of the various lines to work better for variety of colour blindness you have? What if you asked it to switch colors in favor of patterns? That seems like a possibility given the chat-based interfaces and our current ability to manipulate images in today’s AI tools.

    Now imagine a purpose-built model that could extract the information from that chart and convert it to another format. For instance, it might be able to convert that pie chart (or, better yet, a number of pie charts ) into more usable ( and useful ) formats, like spreadsheets. That would be incredible!

    Matching algorithms

    When Safiya Umoja Noble chose to put her book Algorithms of Oppression, she hit the nail on the head. Although her book focused on how search engines can foster racism, I believe it’s equally true that all computer models have the potential to foster conflict, prejudice, and intolerance. Whether it’s Twitter always showing you the latest tweet from a bored billionaire, YouTube sending us into a Q-hole, or Instagram warping our ideas of what natural bodies look like, we know that poorly authored and maintained algorithms are incredibly harmful. A large portion of this is attributable to the lack of diversity in those who create and shape them. However, when these platforms are built with inclusive features in mind, there is real potential for algorithm development to help people with disabilities.

    Take Mentra, for example. They serve as a network of employment for people who are neurodivers. They match job seekers with potential employers using an algorithm based on more than 75 data points. On the job-seeker side of things, it considers each candidate’s strengths, their necessary and preferred workplace accommodations, environmental sensitivities, and so on. On the employer side, it takes into account each work environment, communication strategies for each job, and other factors. Mentra made the decision to change the script when it came to traditional employment websites because it was run by neurodivergent people. They use their algorithm to propose available candidates to companies, who can then connect with job seekers that they are interested in, reducing the emotional and physical labor on the job-seeker side of things.

    When more people with disabilities are involved in developing algorithms, this can lower the likelihood that these algorithms will harm their communities. That’s why diverse teams are so crucial.

    Imagine that a social media company’s recommendation engine was tuned to analyze who you’re following and if it was tuned to prioritize follow recommendations for people who talked about similar things but who were different in some key ways from your existing sphere of influence. For instance, if you follow a group of white men who are not white or aren’t white and who also discuss AI, it might be wise to follow those who are also disabled or who are not white. If you followed its advice, you might gain a more in-depth and nuanced understanding of what’s happening in the AI field. These same systems should also use their understanding of biases about particular communities—including, for instance, the disability community—to make sure that they aren’t recommending any of their users follow accounts that perpetuate biases against (or, worse, spewing hate toward ) those groups.

    Other ways that AI can assist people with disabilities

    I’m sure I could go on and on about using AI to assist people with disabilities, but I’m going to make this last section into a bit of a lightning round if I weren’t trying to put this together in between other tasks. In no particular order:

      Voice preservation You may be aware of the voice-prescribing options from Microsoft, Acapela, or others, or you may have seen the announcement for VALL-E or Apple’s Global Accessibility Awareness Day. It’s possible to train an AI model to replicate your voice, which can be a tremendous boon for people who have ALS ( Lou Gehrig’s disease ) or motor-neuron disease or other medical conditions that can lead to an inability to talk. We need to approach this tech responsibly because it has the potential to have a truly transformative impact, which is why it can also be used to create audio deepfakes.
    • voice recognition is. Researchers like those in the Speech Accessibility Project are paying people with disabilities for their help in collecting recordings of people with atypical speech. As I type, they are currently hiring people with Parkinson’s and related conditions, and they intend to expand this list as the project develops. More people with disabilities will be able to use voice assistants, dictation software, and voice-response services, as well as to use only their voices to control computers and other devices, according to this research.
    • Text transformation. The most recent generation of LLMs is quite capable of changing existing text without giving off hallucinations. This is incredibly empowering for those who have cognitive disabilities and who may benefit from text summaries or simplified versions, or even text that has been prepared for bionic reading.

    The importance of diverse teams and data

    We must acknowledge that our differences matter. The intersections of the identities we live in have an impact on our lived experiences. These lived experiences—with all their complexities ( and joys and pain ) —are valuable inputs to the software, services, and societies that we shape. Our differences must be reflected in the data we use to develop new models, and those who provide it need to be compensated for doing so. Stronger models can be created using inclusive data sets, which lead to more equitable outcomes.

    Want a model that doesn’t demean or patronize or objectify people with disabilities? Make sure that the training data includes information about disabilities written by people with a range of disabilities.

    Want a non-binary language model? You may be able to use existing data sets to build a filter that can intercept and remediate ableist language before it reaches readers. Despite this, AI models won’t soon replace human copy editors when it comes to sensitivity reading.

    Want a copilot for coding that provides recomprehensible recommendations after the jump? Train it on code that you know to be accessible.


    I have no doubts about how dangerous AI can and will be for people today, tomorrow, and for the rest of the world. However, I also think we should acknowledge this and make thoughtful, thoughtful, and intentional changes to our approaches to AI that will reduce harm over time as well. Today, tomorrow, and well into the future.


    Thanks to Kartik Sawhney for assisting me with writing this article, Ashley Bischoff for her invaluable editorial assistance, and of course Joe Dolson for the prompt.

  • I am a creative.

    I am a creative.

    I have a creative side. What I do involves science. It is a puzzle. I don’t perform it as much as I let it be done by me.

    I have a creative side. Certainly all aspiring artists approve of this brand. No everyone see themselves in this manner. Some innovative persons incorporate technology into their work. That is their perception, and I regard it. Perhaps I also have a little bit of fear for them. However, my thinking and being are unique.

    It distracts you to apologize and qualify in progress. That’s what my head does to destroy me. I’ll leave it alone for today. I may come back later to make amends and define. After I’ve said what I originally said. Which is too difficult.

    Except when it is simple and flows like a wine valley.

    Sometimes it does. Often I have to create something right away. I’ve learned to avoid saying it right away because they think you don’t work hard enough when you realize that sometimes the plan just comes along and it is the best plan and you know it is the best idea.

    Maybe I work and work and work until the thought strikes me. Maybe it arrives right away, but I don’t remind people for three days. Maybe I get so excited about something that just happened that I blurt it out and didn’t stop myself. like a child who discovered a prize in one of his Cracker Jacks. Maybe I get away with this. Yes, that is the best plan, per some observers. They don’t usually, and I regret losing my passion.

    Passion should only be saved for the meet, when it matters. Certainly the informal get-together that comes before that meet with two more meetings. Nothing understands why we hold these gatherings. We keep saying we’re going to get rid of them, but we just keep trying to find different ways to get them. They occasionally yet excel. Sometimes they detract from the real work, though. Depending on what you do and where you do it, the ratio between when conferences are valuable and when they are a sad distraction vary. And who you are and how you go about doing it. I’ll go over it once more. I have a creative side. That is the style.

    Often, a lot of diligent and individual work ends up with something that is barely useful. Maybe I have to accept that and move on to the next task.

    Don’t inquire about the procedure. I have a creative side.

    I have a creative side. I have no control over my goals. And I have no control over my best tips.

    I can nail ahead, fill in the blanks, or use images or information, which occasionally works. I can go for a move, which occasionally works. There is no connection between sizzling fuel and bubbling pots, and I may be making dinner. I frequently have a sense of direction when I awaken. The idea that may have saved me disappears almost as frequently as I become aware and a part of the world once more as a senseless wind of oblivion. For inventiveness, in my opinion, originates in that other world. The one that we enter in ambitions and, possibly, before and after dying. But writers should be asking this, and I am not one of them. I have a creative side. And it’s for philosophers to build massive soldiers in their imaginative world that they claim to be true. But that is yet another diversion. And it’s miserable. Possibly on a much bigger issue than whether or not I am creative. But that’s not how I came around, though.

    Often the result is avoidance. also suffering. You are familiar with the adage” the tortured musician”? Even when the artist attempts to create a soft drink song, a callback in a worn-out sitcom, or a budget request, that noun is real.

    Some individuals who detest the idea of being called artistic perhaps been closeted artists, but that’s between them and their gods. No offence here, that’s meant. Your assertions are also accurate. My needs are own, though.

    Artists are recognized as designers.

    Negatives are aware of cons, just like queers are aware of queers, just like real rappers are aware of true rappers. Artists are highly revered by people in the world. We respect, follow, and nearly deify the excellent ones. Of course, deifying any person is a dreadful error. We have been given warning. We are more knowledgeable. We are aware of this. They argue, they are depressed, they regret their most critical decisions, they are weak and hungry, they can be violent, and they can be as ridiculous as we can if, like us, they are clay. But. But. However, they produce this incredible point. They give birth to something that may not occur without them and did not exist before them. They are the inspirations ‘ mother. And I suppose I should add that they are the mother of technology because it’s just lying it. Bad mee backside! Okay, that’s all said and done. Continue.

    Creatives denigrate our personal small accomplishments because they are compared to those of the wonderful people. Wonderful video! I‘m not Miyazaki, so I‘m not. That is brilliance right now. That is brilliance straight out of the Bible. This unsatisfied small factor I created? It essentially fell off the back of the pumpkin truck. And the carrots weren’t actually new.

    Artists is aware that they are at best Salieri. Also Mozart’s original artists hold that opinion.

    I have a creative side. I haven’t worked in advertising in 30 times, but my former artistic managers are the ones who make my hallucinations. And they are correct to do so. When it really matters, my brain goes flat because I am too stupid and complacent. No medication is available to treat artistic difficulties.

    I have a creative side. Every project I create has a goal that makes Indiana Jones appear to be a retiree snoring in a balcony head. The more I pursue creativity, the faster I can finish my work, and the longer I brood and circle and gaze aimlessly before I can finish that work.

    I can move ten times more quickly than those who aren’t creative, those who have only had a short-cut of creativity, and those who have just had a short-cut of creativity for work. Only that I work twice as quickly as they do, putting the work out, just before I do it, When I put my mind to it, I am so confident in my ability to do a wonderful career. I am completely dependent on the excitement scramble of delay. The leap also terrifies me.

    I don’t create art.

    I have a creative side. hardly a musician. Though as a boy, I had a dream that I would one day become that. Some of us criticize our abilities and like our own selves because we are not Michelangelos and Warhols. At least we aren’t in elections, which is narcissism.

    I have a creative side. Despite my belief in reason and science, I make decisions based on my own senses and instincts. and sit in the aftermath of both the successes and disasters.

    I have a creative side. Another artists, who see things differently, will find every syllable I’ve said irritate me. Ask a question to two designers, and you’ll find three responses. No matter how we perhaps think about it, our debate, our passion for it, and our responsibility to our own truth, at least in my opinion, are the best indications that we are artists.

    I have a creative side. I lament my lack of taste in the areas of human knowledge that I know quite small, that is to say about everything. And I put my preference before all other things in the areas that are most dear to my soul, or perhaps more precisely, to my passions. Without my passions, I’d probably have to spend the majority of our time looking ourselves in the eye, which is something that almost none of us can do for very much. No seriously. No actually. Because so much in existence is intolerable if you really look at it.

    I have a creative side. I think that when I’m gone, some of the good parts of me will stay in the head of at least one additional person, just like a family does.

    Working frees me from worrying about my job.

    I have a creative side. I worry that my little product will disappear unexpectedly.

    I have a creative side. I spend way too much time making the next thing, given that almost nothing I create did achieve the level of greatness I conceive of.

    I have a creative side. I think approach is the most amazing mystery. I think I have to consider it so strongly that I actually made the foolish decision to publish an essay I wrote without having to go through or edit. I swear I didn’t accomplish this frequently. But I did it right away because I was even more scared of forgetting what I was saying because I was as scared as I might be of you seeing through my sad gestures toward the gorgeous.

    There. I believe I’ve said it.

  • Humility: An Essential Value

    Humility: An Essential Value

    Humility, a writer’s most important quality, has a great circle to it. What about sincerity, an business manager’s vital value? Or a doctor’s? Or a teacher’s? They all have fantastic sounds. When humility is our guiding light, the course is usually available for fulfillment, development, relation, and commitment. We’ll discuss why in this book.

    That said, this is a guide for developers, and to that conclusion, I’d like to begin with a story—well, a voyage, actually. It’s a private one, and I’m going to make myself prone as well. I call it:

    The Ludicrous Pate of Justin: The Tale of Justin

    When I was coming out of arts school, a long-haired, goateed novice, write was a known quantity to me, design on the web, however, was riddled with complexities to understand and learn, a problem to be solved. Although I had formal training in typography, layout, and creative design, what piqued my interest was how these traditional skills could be applied to a young online landscape. This theme may eventually form the rest of my job.

    So I devoured HTML and JavaScript novels into the wee hours of the morning and self-taught myself how to code during my freshman year rather than student and go into print like many of my companions. I wanted—nay, needed—to better understand the underlying relevance of what my design decisions may think when rendered in a website.

    The so-called” Wild West” of website design existed in the late 1990s and early 2000s. Manufacturers at the time were all figuring out how to use layout and visual connection to the online environment. What were the guidelines? How may we break them and also engage, entertain, and present information? How was my values, which include sincerity, respect, and connection, coincide with that on a more general level? I was eager to find out.

    Even though I’m referring to a different time, those are amazing factors between non-career relationships and the world of layout. What are your main passions, or ideals, that elevate medium? The main themes remain the same, much like the primary parallels between what fulfills you, who is independent of the physical or digital worlds.

    First within tables, animated GIFs, Flash, then with Web Standards, divs, and CSS, there was personality, raw unbridled creativity, and unique means of presentment that often defied any semblance of a visible grid. Splash screens and “browser requirement” pages aplenty. Usability and accessibility were typically victims of such a creation, but such paramount facets of any digital design were largely (and, in hindsight, unfairly) disregarded at the expense of experimentation.

    For instance, this iteration of my personal portfolio site (” the pseudoroom” ) from that time was experimental if not a little overt in terms of visualizing how the idea of a living sketchbook was conveyed. Quite skeuomorphic. On this one, we would first picture and then slip a Photoshop record back and forth to trap things up and play with various user interactions. I co-founded the creative project organizing app Milanote and my dear friend, fellow designer Marc Clancy. Then, I’d break it down and code it into a digital layout.

    Along with design folio pieces, the site also offered free downloads for Mac OS customizations: desktop wallpapers that were effectively design experimentation, custom-designed typefaces, and desktop icons.

    GUI Galaxy was a design, pixel art, and Mac-centric news portal that graphic designer friends and I developed from around the same time.

    Design news portals were incredibly popular at the time, and they now accept tweet-sized, small-format excerpts from relevant news from the categories I previously covered. If you took Twitter, curated it to a few categories, and wrapped it in a custom-branded experience, you’d have a design news portal from the late 90s / early 2000s.

    We had evolved into a bandwidth-sensitive, award-winning, much more accessibility-conscious website using web standards. Still ripe with experimentation, yet more mindful of equitable engagement. There are a few content panes here, with both Mac-focused news and general news (tech, design ) to be seen. We also offered many of the custom downloads I cited before as present on my folio site but branded and themed to GUI Galaxy.

    The presentation layer of the website’s backbone was made up of global design + illustration + news author collaboration. The backbone was a homegrown CMS. And the collaboration effort here, in addition to experimentation on a’ brand’ and content delivery, was hitting my core. We were creating something bigger than just one of us and establishing a global audience.

    Collaboration and connection transcend medium in their impact, immensely fulfilling me as a designer.

    Why am I taking you on this journey of design memory lane, now? Two reasons.

    First of all, there’s a reason for the nostalgia for that design era ( the” Wild West” era, as I put it ): the inherent exploration, personality, and creativity that dominated many design portals and personal portfolio websites. Ultra-finely detailed pixel art UI, custom illustration, bespoke vector graphics, all underpinned by a strong design community.

    The web design industry has been in a state of stagnation right now. I suspect there’s a strong chance you’ve seen a site whose structure looks something like this: a hero image / banner with text overlaid, perhaps with a lovely rotating carousel of images ( laying the snark on heavy there ), a call to action, and three columns of sub-content directly beneath. Perhaps there are selections that vaguely relate to their respective content in an icon library.

    Design, as it’s applied to the digital landscape, is in dire need of thoughtful layout, typography, and visual engagement that goes hand-in-hand with all the modern considerations we now know are paramount: usability. accessibility Load times and bandwidth- sensitive content delivery. A user-friendly presentation that connects with people wherever they are. We must be mindful of, and respectful toward, those concerns—but not at the expense of creativity of visual communication or via replicating cookie-cutter layouts.

    Pixel Issues

    Websites during this period were often designed and built on Macs whose OS and desktops looked something like this. Although this is Mac OS 7.5, 8 and 9 aren’t all that different.

    How could any single icon, at any point, stand out and grab my attention, fascinated me? In this example, the user’s desktop is tidy, but think of a more realistic example with icon pandemonium. How did it maintain cohesion among the group, for example, if an icon was a part of a larger system grouping ( fonts, extensions, control panels )?

    These were 32 x 32 pixel creations, utilizing a 256-color palette, designed pixel-by-pixel as mini mosaics. This, in my opinion, was the embodiment of digital visual communication under such absurd constraints. And often, ridiculous restrictions can yield the purification of concept and theme.

    So I started doing my homework and conducting my research. I was a student of this new medium, hungry to dissect, process, discover, and make it my own.

    I wanted to see how I could use that 256-color palette to push the boundaries of a 32×32 pixel grid while expanding the concept of exploration. Those ridiculous constraints forced a clarity of concept and presentation that I found incredibly appealing. I was thrown the digital gauntlet, and that challenge fueled my determination. And so, in my dorm room into the wee hours of the morning, I toiled away, bringing conceptual sketches into mini mosaic fruition.

    These are some of my creations that made use of ResEdit, the only program I had at the time, to create icons. ResEdit was a clunky, built-in Mac OS utility not really made for exactly what we were using it for. Research is at the center of all of this endeavor. Challenge. Problem-solving Again, these core connection-based values are agnostic of medium.

    There’s one more design portal I want to talk about, which also serves as the second reason for my story to bring this all together.

    This is the Kaliber 1000, or K10k, abbreviated. K10k was founded in 1998 by Michael Schmidt and Toke Nygaard, and was the design news portal on the web during this period. It was the ideal setting for me, my friend, with its pixel art-filled presentation, meticulous attention to detail, and many of the site’s more well-known designers who were invited to be news authors. With respect where respect is due, GUI Galaxy’s concept was inspired by what these folks were doing.

    For my part, the combination of my web design work and pixel art exploration began to get me some notoriety in the design scene. K10k eventually added me as one of their very select group of news writers to the website’s content.

    Amongst my personal work and side projects —and now with this inclusion—in the design community, this put me on the map. Additionally, my design work has started to appear on other design news portals, as well as be published in various printed collections, in domestic and international magazines, and in various printed collections. With that degree of success while in my early twenties, something else happened:

    I actually changed into a massive asshole in about a year of high school, not less. The press and the praise became what fulfilled me, and they went straight to my head. My ego was inflated by them. I actually felt somewhat superior to my fellow designers.

    The casualties? My design stagnated. My evolution has stagnated, as is its evolution.

    I felt so supremely confident in my abilities that I effectively stopped researching and discovering. When I used to lead sketch concepts or iterations as my first instinctive step, I instead leaped right into Photoshop. I drew my inspiration from the smallest of sources ( and with blinders on ). My peers frequently vehemently disapproved of any criticism of my work. The most tragic loss: I had lost touch with my values.

    My ego almost destroyed some of my friendships and blossoming professional relationships. I was toxic in talking about design and in collaboration. But thankfully, those same friends gave me a priceless gift: candor. They called me out on my unhealthy behavior.

    Although it was something I initially rejected, I eventually had a chance to reflect on it in depth. I was soon able to accept, and process, and course correct. Although the realization made me feel uneasy, the re-awakening was necessary. I let go of the “reward” of adulation and re-centered upon what stoked the fire for me in art school. Most importantly, I returned to my fundamental values.

    Always Students

    Following that temporary regression, I was able to advance in both my personal and professional design. And I could self-reflect as I got older to facilitate further growth and course correction as needed.

    Let’s take the Large Hadron Collider as an example. The LHC was designed” to help answer some of the fundamental open questions in physics, which concern the basic laws governing the interactions and forces among the elementary objects, the deep structure of space and time, and in particular the interrelation between quantum mechanics and general relativity”. Thank you, Wikipedia.

    Around fifteen years ago, in one of my earlier professional roles, I designed the interface for the application that generated the LHC’s particle collision diagrams. These diagrams are the depiction of what is actually happening inside the Collider during any given particle collision event and are frequently regarded as works of art by themselves.

    Designing the interface for this application was a fascinating process for me, in that I worked with Fermilab physicists to understand what the application was trying to achieve, but also how the physicists themselves would be using it. In order to accomplish this, in this role,

    I cut my teeth on usability testing, working with the Fermilab team to iterate and improve the interface. To me, how they spoke and what they talked about was like an alien tongue. And by making myself humble and working under the mindset that I was but a student, I made myself available to be a part of their world to generate that vital connection.

    I also had my first ethnographic observational experience, which involved visiting the Fermilab location and observing how the physicists used the tool in their own environments, on their own terminals. For example, one takeaway was that due to the level of ambient light-driven contrast within the facility, the data columns ended up using white text on a dark gray background instead of black text-on-white. They could read through a lot of data at once and relieve their strain in the process. And Fermilab and CERN are government entities with rigorous accessibility standards, so my knowledge in that realm also grew. Another crucial form of connection was the barrier-free design.

    So to those core drivers of my visual problem-solving soul and ultimate fulfillment: discovery, exposure to new media, observation, human connection, and evolution. I checked my ego before entering those values, which opened the door for those values.

    An evergreen willingness to listen, learn, understand, grow, evolve, and connect yields our best work. I want to pay attention to the words “grow” and “evolve” in particular in that statement. If we are always students of our craft, we are also continually making ourselves available to evolve. Yes, we have years of practical design experience behind us. Or the focused lab sessions from a UX bootcamp. or the work portfolio with monograms. Or, ultimately, decades of a career behind us.

    However, remember that “experience” does not equate to “expert.”

    As soon as we close our minds via an inner monologue of’ knowing it all’ or branding ourselves a” #thoughtleader” on social media, the designer we are is our final form. The creator who we can be will never be there.

  • User Research Is Storytelling

    User Research Is Storytelling

    I’ve been fascinated by shows since I was a child. I loved the figures and the excitement—but most of all the reports. I aspired to be an artist. And I believed that I’d get to do the things that Indiana Jones did and go on interesting activities. I also came up with concept movies that my friends and I could render and sun in. But they never went any farther. However, I did end up working in user experience ( UI). Today, I realize that there’s an element of drama to UX— I hadn’t actually considered it before, but consumer research is story. And to get the most out of customer studies, you must tell a compelling story that involves stakeholders, including the product team and decision-makers, and piques their interest in learning more.

    Think of your favorite film. It more than likely follows a three-act construction that’s frequently seen in movies: the layout, the conflict, and the resolution. The second act shows what exists now, and it helps you get to understand the characters and the challenges and problems that they face. Act two sets the scene for the fight and the action begins. Here, difficulties grow or get worse. And the solution is the third and final work. This is where the issues are resolved and the figures learn and change. This architecture, in my opinion, is also a fantastic way to think about consumer research, and it might be particularly useful for introducing user research to others.

    Use story as a framework for conducting research

    It’s sad to say, but many have come to see studies as being dispensable. Research is typically one of the first things to go when expenses or deadlines are tight. Instead of investing in study, some goods professionals rely on manufacturers or—worse—their personal judgment to make the “right” options for users based on their experience or accepted best practices. That might lead to some groups getting in the way, but it’s too easy to overlook the real problems facing users. To be user-centered, this is something we really avoid. User study improves pattern. It keeps it on record, pointing to problems and opportunities. Being aware of problems with your goods and taking corrective actions can help you be ahead of your competition.

    In the three-act structure, each action corresponds to a part of the process, and each part is important to telling the whole story. Let’s take a look at the various functions and how they relate to consumer study.

    Act one: installation

    Fundamental analysis comes in handy because the layout is all about comprehending the background. Basic research ( also called conceptual, discovery, or original research ) helps you understand people and identify their problems. You’re learning about the problems people face now, what options are available, and how those challenges impact them, just like in the films. To do basic research, you may conduct cultural inquiries or journal studies ( or both! ), which may assist you in identifying both problems and opportunities. It doesn’t need to get a great investment in time or money.

    Erika Hall writes about the most effective anthropology, which can be as straightforward as spending 15 hours with a customer and asking them to” Walk me through your morning yesterday.” That’s it. Give that one demand. Locked up and listen to them for 15 days. Do everything in your power to protect both your objectives and yourself. Bam, you’re doing ethnography”. According to Hall, “[This ] will likely prove quite fascinating. In the very unlikely event that you didn’t learn anything new or helpful, carry on with increased confidence in your way”.

    This makes sense to me in all its entirety. And I love that this makes consumer studies so visible. You can only attract participants and do it! You don’t need to make a lot of documentation. This can offer a wealth of knowledge about your customers, and it’ll help you better understand them and what’s going on in their life. That’s exactly what work one is all about: understanding where people are coming from.

    Maybe Spool talks about the importance of basic research and how it really type the bulk of your research. If you can supplement what you’ve heard in the fundamental studies by using any more user data that you can obtain, such as surveys or analytics, or if you can identify areas that need more investigation. Together, all this information creates a clearer picture of the state of things and all its inadequacies. And that’s the start of a gripping tale. It’s the place in the story where you realize that the principal characters—or the people in this case—are facing issues that they need to conquer. This is where you begin to develop compassion for the characters and support their success, much like in films. And finally partners are now doing the same. Their business may lose money because users can’t finish specific tasks, which may be their love. Or probably they do connect with people ‘ problems. In any case, action one serves as your main strategy to pique the interest and interest of the participants.

    When partners begin to understand the value of basic research, that is open doors to more opportunities that involve users in the decision-making approach. And that can help product team become more user-centric. This gains everyone—users, the goods, and partners. It’s similar to winning an Oscar in terms of filmmaking because it frequently results in your item receiving good reviews and success. And this can be an opportunity for participants to repeat this process with different items. Knowing how to show a good story is the only way to convince partners to worry about doing more research, and story is the key to this method.

    This brings us to work two, where you incrementally review a design or idea to see whether it addresses the problems.

    Act two: issue

    Act two is all about digging deeper into the issues that you identified in action one. This typically involves conducting vertical study, such as accessibility tests, where you evaluate a potential solution ( such as a design ) to see if it addresses the problems you identified. The issues may contain unmet needs or problems with a circulation or procedure that’s tripping users away. More problems will come up in the process, much like in the second action of a film. It’s ok that you learn more about the characters as they grow and develop through this work.

    According to Jakob Nielsen, five users should be normally in usability tests, which means that this number of users can generally identify the majority of the issues:” As you add more and more users, you learn less and less because you will keep seeing the same things again and again… After the five user, you are wasting your time by observing the same findings consistently but not learning much new.”

    There are parallels with storytelling here too, if you try to tell a story with too many characters, the plot may get lost. With fewer participants, each user’s struggles will be more easily recalled and shared with other parties when discussing the research. This can help convey the issues that need to be addressed while also highlighting the value of doing the research in the first place.

    Usability tests have been conducted in person for tens of thousands of years, but remote testing can also be done using software like Microsoft Teams, Zoom, or other teleconferencing tools. This approach has become increasingly popular since the beginning of the pandemic, and it works well. You might interpret in-person usability tests as a form of theater watching as opposed to remote testing. There are advantages and disadvantages to each. Much more in-depth research is conducted on user experience. Stakeholders can experience the sessions with other stakeholders. Additionally, you’ll also hear their reactions in real-time, including surprises, disagreements, and discussions of what they’re seeing. Much like going to a play, where audiences get to take in the stage, the costumes, the lighting, and the actors ‘ interactions, in-person research lets you see users up close, including their body language, how they interact with the moderator, and how the scene is set up.

    If conducting usability testing in the field is like watching a play that is staged and controlled, where any two sessions may be very different from one another. You can take usability testing into the field by creating a replica of the space where users interact with the product and then conduct your research there. Or you can meet users at their location to conduct your research. With either option, you get to see how things work in context, things come up that wouldn’t have in a lab environment—and conversion can shift in entirely different directions. You have less control over how these sessions run as researchers, but this can occasionally improve your understanding of users. Meeting users where they are can provide clues to the external forces that could be affecting how they use your product. In-person usability tests add a level of detail that remote usability tests frequently lack.

    That’s not to say that the “movies” —remote sessions—aren’t a good option. Remote training sessions can reach a wider audience. They allow a lot more stakeholders to be involved in the research and to see what’s going on. And they make access to a much wider range of users in their own country. But with any remote session there is the potential of time wasted if participants can’t log in or get their microphone working.

    You can ask real users questions to understand their thoughts and understanding of the solution as a result of usability testing, whether it is done remotely or in person. This can help you not only identify problems but also glean why they’re problems in the first place. Additionally, you can test your own hypotheses and determine whether your reasoning is correct. By the end of the sessions, you’ll have a much clearer picture of how usable the designs are and whether they work for their intended purposes. Act two is where the excitement is at the heart of the narrative, but there are also potential surprises. This is equally true of usability tests. Unexpected things that are said by participants frequently alter how you view things, and these unexpected developments in the story can lead to unexpected turns in your perception.

    Unfortunately, user research is sometimes seen as expendable. Usability testing is frequently the only method of research that some stakeholders believe they ever need, and it’s too frequently the case. In fact, if the designs that you’re evaluating in the usability test aren’t grounded in a solid understanding of your users ( foundational research ), there’s not much to be gained by doing usability testing in the first place. That’s because you’re narrowing down the area of focus on without considering the needs of the users. As a result, there’s no way of knowing whether the designs might solve a problem that users have. In the context of a usability test, it’s only feedback on a particular design.

    On the other hand, if you only do foundational research, while you might have set out to solve the right problem, you won’t know whether the thing that you’re building will actually solve that. This demonstrates the value of conducting both directional and foundational research.

    In act two, stakeholders will—hopefully—get to watch the story unfold in the user sessions, which creates the conflict and tension in the current design by surfacing their highs and lows. And in turn, this can encourage stakeholders to take action on the issues that arise.

    Act three: resolution

    The third act is about resolving the issues from the first two acts, whereas the first two acts are about understanding the context and the tensions that can compel stakeholders to act. While it’s important to have an audience for the first two acts, it’s crucial that they stick around for the final act. That includes all members of the product team, including developers, UX experts, business analysts, delivery managers, product managers, and any other interested parties. It allows the whole team to hear users ‘ feedback together, ask questions, and discuss what’s possible within the project’s constraints. Additionally, it enables the UX design and research teams to clarify, suggest alternatives, or provide more context for their decisions. So you can get everyone on the same page and get agreement on the way forward.

    Voiceover narration of this act is typically used with audience input. The researcher is the narrator, who paints a picture of the issues and what the future of the product could look like given the things that the team has learned. They provide the stakeholders with their suggestions and suggestions for how to create this vision.

    Nancy Duarte in the Harvard Business Review offers an approach to structuring presentations that follow a persuasive story. The most effective presenters employ the same methods as great storytellers: they create a conflict that needs to be settled by reminding people of the status quo and then revealing a better way, according to Duarte. ” That tension helps them persuade the audience to adopt a new mindset or behave differently”.

    This type of structure aligns well with research results, and particularly results from usability tests. It provides proof for “what is “—the issues you’ve identified. And “what could be “—your recommendations on how to address them. And so forth.

    You can reinforce your recommendations with examples of things that competitors are doing that could address these issues or with examples where competitors are gaining an edge. Or they can be as visual as quick sketches of a potential solution to a problem. These can help generate conversation and momentum. And this continues until the session is over, when you’ve concluded by bridging the gaps and offering suggestions for improvement. This is the part where you reiterate the main themes or problems and what they mean for the product—the denouement of the story. The stakeholders will now have the opportunity to take the next steps, and hopefully the will-power to do so!

    While we are nearly at the end of this story, let’s reflect on the idea that user research is storytelling. The three-act structure of user research contains all the components for a good story:

      Act one: You meet the protagonists ( the users ) and the antagonists ( the problems affecting users ). The plot begins here. In act one, researchers might use methods including contextual inquiry, ethnography, diary studies, surveys, and analytics. These techniques can produce personas, empathy maps, user journeys, and analytics dashboards.
      Act two: Next, there’s character development. The protagonists encounter problems and challenges, which they must overcome, and there is conflict and tension. In act two, researchers might use methods including usability testing, competitive benchmarking, and heuristics evaluation. Usability findings reports, UX strategy documents, usability guidelines, and best practices can be included in the output of these.
      Act three: The protagonists triumph and you see what a better future looks like. Researchers may use techniques like presentation decks, storytelling, and digital media in act three. The output of these can be: presentation decks, video clips, audio clips, and pictures.

    The researcher performs a number of tasks: they are the producer, the director, and the storyteller. The participants have a small role, but they are significant characters ( in the research ). And the audience is one of the stakeholders. But the most important thing is to get the story right and to use storytelling to tell users ‘ stories through research. In the end, the parties should leave with a goal and an eagerness to fix the product’s flaws.

    So the next time that you’re planning research with clients or you’re speaking to stakeholders about research that you’ve done, think about how you can weave in some storytelling. User research is ultimately a win-win situation for everyone, and all you need to do is pique stakeholders ‘ interest in how the story ends.

  • Design for Amiability: Lessons from Vienna

    Design for Amiability: Lessons from Vienna

    The net of today is not always a welcoming place. Websites greet you with a popover that requires assent to their muffin coverage, and leave you with Taboola advertising promising” One Crazy Trick”! to treat your problems. Social media sites are tuned for wedding, and some things are more interesting than a duel. I have witnessed light war among visitors nowadays because it seems that folks want to fight.

    These conflicts are often at conflict with a site’s targets. We don’t want those users to tussle with each other if we are offering customer support and advice. If we offer information about the latest study, we want visitors to feel at ease, if we promote approaching marches, we want our core followers to feel comfortable and we want interested newcomers to experience welcome.

    I looked at the origins of computer science in Vienna ( 1928-1934 ) for a case study on the significance of amiability in a research community and the disastrous effects of its demise in a study for a conference on the History of the Web. That story has interesting implications for web environments that promote amiable interaction among disparate, difficult ( and sometimes disagreeable ) people.

    The Vienna Circle

    Though people had been thinking about calculating engines and thinking machines from antiquity, Computing really got going in Depression-era Vienna. In the absence of divine authority, the people who developed the theory had no desire to construct machines. They were trying to understand what the limits of reason were. If we could not rely on God or Aristotle to tell us how to think, could we instead build arguments that were self-contained and demonstrably correct? Can we be certain that math is accurate? Are there things that are true but that cannot be expressed in language?

    The group known as the Vienna Circle held weekly meetings on Thursdays at 6 ). The main ideas were developed. They got together in the office of Professor Moritz Schlick at the University of Vienna to discuss problems in philosophy, math, and language. This Vienna department’s focus on the intersection of physics and philosophy had long been on them, and their work had elevated them to a position among the global leaders. Schlick’s colleague Hans Hahn was a central participant, and by 1928 Hahn brought along his graduate students Karl Menger and Kurt Gödel. Other notable speakers included philosopher Rudolf Carnap, psychologist Karl Popper, economist Ludwig von Mises ( brought by his brother Frederick, a physicist ), graphic designer Otto Neurath ( inventor of infographics ), and architect Josef Frank ( brought by his physicist brother, Phillip ). Out-of-town visitors often joined, including the young Johnny von Neumann, Alfred Tarski, and the irascible Ludwig Wittgenstein.

    Participants adjourned to a nearby café for additional discussion with an even larger group of participants when Schlick’s office became too dim. This convivial circle was far from unique. The Austrian School of Free-Market Economics was established by an intersecting circle: Neurath, von Mises, and Oskar Morgenstern. There were theatrical circles ( Peter Lorre, Hedy Lamarr, Max Reinhardt ), and literary circles. The events took place in the café.

    The interdisciplinarity of the group posed real challenges of temperament and understanding. Personalities were frequently difficult. Gödel was convinced people were trying to poison him. Mises objected to the wasteful contracts Josef Frank, an architect, used to build public housing. Wittgenstein’s temper had lost him his job as a secondary school teacher, and for some of these years he maintained a detailed list of whom he was willing to meet. Neutrakh would yell” Metaphysics” to interrupt a speaker as he was eager to find muddled thinking! The continuing amity of these meetings was facilitated by the personality of their leader, Moritz Schlick, who would be remembered as notably adept in keeping disagreements from becoming quarrels.

    In the Café

    The Viennese café of this era was long remembered as a particularly good place to argue with your friends, to read, and to write. The cafés were built to serve an imperial capital, but now that the Empire has ended, they have too much space and fewer customers. There was no need to turn tables: a café could only survive by coaxing customers to linger. They might order another cup of coffee, or perhaps a friend might stop by. One could play chess, or billiards, or read newspapers from abroad. In a time when most water was still considered unsafe to drink, coffee was frequently served with a glass of pure spring water. That water glass would be refilled indefinitely.

    The poet Jura Soyfer performed” The End Of The World,” a musical comedy about Professor Peep discovering a comet that is headed for earth in the basement of one cafe.

    Prof. Peep: The comet is going to destroy everybody!

    Hitler: It’s my business to destroy everyone.

    Of course, coffee can be prepared in many ways, and the Viennese café developed a broad vocabulary to represent precisely how one preferred to drink it: melange, Einspänner, Brauner, Schwarzer, Kapuziner. The café was transformed into a warm and personal third space, a neutral ground where anyone who could afford a cup of coffee would be welcome due to the extensive customization and correspondingly esoteric conventions of service. Viennese of this era were fastidious in their use of personal titles, of which an abundance were in common use. Café waiters also gave regular customers titles, but they avoided using them to refer to their customers as a notch or two above what they deserved. A graduate student would be Doktor, an unpaid postdoc Professor. Because so many of the Circle’s members ( and so many other Viennese ) were from elsewhere: Carnap from Wuppertal, Gödel from Brno, von Neumann from Budapest, and so many others, this assurance mattered even more. No one was going to make fun of your clothes, mannerisms, or accent. Your friends wouldn’t care about the pram in the hallway. Everyone shared a Germanic Austrian literary and philosophical culture, not least those whose ancestors had been Eastern European Jews who knew that culture well, having read all about it in books.

    The café circle’s openness increased its friendliness. Because the circle sometimes extended to architects and actors, people could feel less constrained to admit shortfalls in their understanding. As an improvised and accessible blackboard, it was soon discovered that marble tabletops were useful for pencil sketches.

    Comedies like” The End Of The World” and fictional newspaper sketches or feuilletons of writers like Joseph Roth and Stefan Zweig served as a second defense against disagreeable or churlish behavior. It was certainly helped Professor Schlick stay on top of things when she was aware that a parody of one’s remarks might soon appear in Neue Freie Presse.

    The End Of Red Vienna

    Vienna’s city council had been Socialist, focused on user-centered design, and supported ambitious programs of public outreach and adult education, even though Austria’s government had veered to the right after the War. In 1934 the Socialists lost a local election, and this era soon came to its end as the new administration focused on the imagined threat of the International Jewish Conspiracy. The Circle’s most members left in less than a month: von Neumann to Princeton, Neurath to Holland and Oxford, Popper to New Zealand, and Carnap to Chicago. Prof. Schlick was murdered on the steps of the University by a student outraged by his former association with Jews. The author of” The End of the World,” Julia Soyfer, passed away in Buchenwald.

    In 1939, von Neumann finally convinced Gödel to accept a job in Princeton. Gödel was required to pay large fines in order to immigrate. The officer in charge of these fees would look back on this as the best posting of his career, his name was Eichmann.

    Design for Amiability

    An impressive literature recounts those discussions and the environment that facilitated the development of computing. How can we create a design that is amiable? This is not just a matter of choosing rounded typefaces and a cheerful pastel palette. I think we could find eight distinct design constraints that make for good-looking things.

    Seriousness: The Vienna Circle was wrestling with a notoriously difficult book—Wittgenstein’s Tractus Logico-Philosophicus—and a catalog of outstanding open questions in mathematics. They were not just interested in arguing points for debate; they were concerned with long-term issues. Constant reminders that the questions you are considering matter—not only that they are consequential or that those opposing you are scoundrels —help promote amity.

    Empiricism: The Vienna Circle’s distinctive approach required that knowledge be grounded either in direct observation or in rigorous reasoning. Disagreement, when it arose, could be settled by observation or by proof. The situation couldn’t be resolved if neither appeared ready to help. On these terms, one can seldom if ever demolish an opposing argument, and trolling is pointless.

    Abstraction: When a disagreement becomes ugly or unproductive, it gets worse. The Vienna Circle’s focus on theory—the limits of mathematics, the capability of language—promoted amity. Abstraction could have been merely academic without seriousness, but it was obvious that mathematics had strict rules of reason and consistency.

    Formality: The punctilious demeanor of waiters and the elaborated rituals of coffee service helped to establish orderly attitudes amongst the argumentative participants. This contrasts favorably with the contemptuous sneer that currently dominates social media.

    Schlamperei: Members of the Vienna Circle maintained a global correspondence, and they knew their work was at the frontier of research. However, this was a dingy, frumpy, and old-fashioned Vienna on the edge of Europe. Many participants came from even more obscure backwaters. A tinge of the absurd and a lingering sense of the absurd helped to control tempers among the majority or all. The director of” The End Of The World” had to pass the hat for money to purchase a moon for the set, and thought it was funny enough to write up for publication.

    Openness: Anyone could join in the discussion because all kinds of people were present. Each week would bring different participants. Fluidic borders lessen tension and give participants the opportunity to expand the scope of discussion and terms of engagement. Low entrance friction was characteristic of the café: anyone could come, and if you came twice you were virtually a regular. Vienna’s cafés had a large number of humorists, and permeable boundaries and café culture made it easier for moderating influences to draw in raconteurs and storytellers to ease up awkward situations. Openness counteracts the suspicion that promoters of amiability are exerting censorship.

    Parody: The University of Chicago and the Café were unmistakably public areas. There were writers about, some of them renowned humorists. The possibility of having one’s bad behavior or taste be derided in print kept discussion in check. The sanction of public humiliation, however, was itself made mild by the veneer of fiction, even if you got a little carried away and a character based on you made a splash in some newspaper fiction, it wasn’t the end of the world.

    Engagement: Although the subject matter was significant to the participants, it was esoteric: neither their mothers nor their siblings were particularly interested in it. A small stumble or a minor humiliation could be shrugged off in ways that major media confrontations cannot.

    I think it is noteworthy that this setting was created to promote amiability through a variety of voices. The café waiter flattered each newcomer and served everyone, and also kept out local pickpockets and drunks who would be mere disruptions. The discussion was kept moving and on topic thanks to Schipfl and other regulars. The fiction writers and raconteurs—perhaps the most peripheral of the participants—kept people in a good mood and reminded them that bad behavior could make anyone ridiculous. Each of these voices, naturally speaking, were human; you could understand that. Algorithmic or AI moderators, however clever, are seldom perceived as reasonable. No central authority or Moderator was present in the café circles, so everyone’s resentments might be focused on one. Even after the disaster of 1934, what people remembered were those cheerful arguments.

  • Design Dialects: Breaking the Rules, Not the System

    Design Dialects: Breaking the Rules, Not the System

    Language is a completely coherent system bound to environment and behavior, not just a set of related noises, clauses, rules, and meanings. — Kenneth L. Pike

    Voices are present on the web. Our style processes may also.

    Designing methods as living cultures

    Designing languages are living languages, not portion libraries. The elements are phrases, the patterns are phrases, the designs are sentences, and the tokens are phonemes. Our goods ‘ stories are the product of the conversations we have with people.

    The more tones a language may help without losing its meaning, the more smoothly it is spoken. English in Scotland and English in Sydney are undeniably different, but both are clearly English. The speech adapts to the situation while maintaining its fundamental message. As a Brazilian Portuguese speech who learned English with an American highlight and resides in Sydney, this couldn’t be more visible to me.

    Our pattern processes must operate in the same manner. rigid systems that break under the influence of cultural pressure are the result of rigid adhesion to visual rules. Fluidic techniques stretch without buckling.

    Consistent behavior turns into a captivity

    Regular components would speed up development and bring together experiences, which was a promise of design systems. But that claim has become a prison as devices mature and goods become more sophisticated. Team submit hundreds of “exception” demands. Alternatively of system parts, items build with solutions. Designers devote more time promoting regularity than resolving customer issues.

    Our style systems may acquire dialects to function properly.

    A design pronunciation is a comprehensive adaptation of a design system that maintains its core values while creating novel patterns for particular situations. Languages maintain the state’s necessary language while expanding its vocabulary to fit various people, settings, or constraints, in contrast to one-off customizations or product themes.

    When Perfect Consistency Is A Problem

    I at Booking.com took this teaching without warning. Everything we A/B tested was color, version, button shapes, yet logo colors. This surprised me as a specialist who has knowledge creating product style guides and a background in graphic design. Booking expanded into a giant without ever taking into account physical consistency, despite everyone’s adoration for Airbnb’s flawless design system.

    The panic taught me things that persistence is not ROI, but rather solved problems are.

    at Shopify. Our crown jewel was Polyris ( ), a mature design language that worked well for laptop manufacturers. We were expected to follow Polaris as-is as a product staff. Then my accomplishment group slammed an” Oh, Ship”! momentous as we attempted to create an app for storehouse pickers using our interface, which we used on shared, battered Android scanners in dark aisles, thick gloves, and multiple items that were being scanned at once, many of which had only limited English comprehension.

    Polaris common: 0 % work completion.

    Every element that worked wonders for retailers entirely failed to work for pickers. Bright backgrounds produced brightness. Hand-held hands were made to look like 44px touch targets. Sentence-case names took too long to interpret. Multi-step flows confused non-native listeners.

    Polaris had to be completely abandoned, or it could be taught to communicate inventory.

    The Birth of a Slang

    We favored creation over trend. We created what we now refer to as a style dialect by adhering to Polaris’s core values of clarity, efficiency, consistency.

    ConstraintFluent WalkRationale
    Low light, small light, and lightBlack text + black areasLower the brightness on screens with low DPI
    Gloves & urgency90px tap targets ( ~2cm )Use only comfortable boots
    MultilingualPlain speech, single-task windowsreduce the number of people who think

    As a result, tasks have increased from 0 % to 100 % of the time. From three days to one move, onboard time was cut.

    This was a dialect, not a modification or theming; it was a systematic translation that preserved Polaris ‘ fundamental grammar while creating new words for a particular context. Polis hadn’t failed; it had picked up the language inventory.

    The Flexibility Framework

    Working on the Jira platform, which is a component of the larger Atlassian method, at Atlassian, I advocated for formalizing this understanding. We needed comprehensive flexibility because dozens of products shared a design language across various codebases, but we built our processes from scratch. The previous model, which included special approvals and exception demands, was failing on a scale.

    To help manufacturers determine how flexible their elements should remain, we created the Flexibility Framework.

    TierActionOwnership
    ConsistentAdopt as isDesign + script + system hair
    OpinionatedAdapt within limitsSmart failures are provided for products, and they can be customized.
    Flexibleextend easilySoftware defines conduct, and products define their presentation.

    We tied down every component of a tracking redesign. International research and logo remain constant. The actions of cultural context and breadcrumbs became flexible. Product team could quickly identify areas where persistence and technology were important.

    Decision Ladder

    Freedom requires limitations. We built a straightforward rope to determine when regulations should be broken:

    Good: Send with already-existing system parts. Strong, reliable, and proven.

    Better: somewhat stretch a part. Document the shift. Bring developments up to the program so that everyone can use it.

    Best: First, create the ideal practice. Update the system to make it compatible if consumer testing proves the benefit.

    Which option allows users to achieve the quickest?

    Guidelines are tools, not objects.

    Unity Beats Uniformity

    Email, Drive, and Maps all have a distinctive Google voice, but they each speak with their own. They achieve cohesion through shared rules, no copied parts. Engineer time is roughly$ 30K after one more year of box color debate.

    Competency is a result of using, not a manufacturer. Part with the consumer when the two fight.

    Management Without Gates

    How can symmetry be maintained while enabling accents? Treat your body like a life diction:

    Document every change, such as dialects or warehouses. director with explanations for the photos and reasoning.

    Promote shared patterns, which are when three teams freely adopt a slang and evaluate it for primary inclusion.

    Retire old idioms using flags and migration notes; this is never a big-bang cleanse. Degrade with context.

    A living vocabulary performs better than a freezing code.

    Begin With Your First Dialect:

    Are you ready to offer languages? Begin with a bad practice:

    Get one user flow this week where great consistency prevents tasks from being completed. Could be that mobile users have trouble with desktop-sized components or mobility issues that your standard patterns don’t target.

    What causes normal patterns to fail in this environment, according to the documentation? economic restrictions person capabilities Task necessity?

    Focus on actions rather than aesthetics, layout one systematic change. If gloves are the issue, bigger targets are actually serving the customer rather than “broken the technique.” Create the adjustments and incorporate them into your life.

    Assess and test: Does the shift make tasks more effective? Time to increase performance? User happiness

    Show the benefits: Fluency has paid for itself if that pronunciation frees perhaps half a jump.

    Beyond the Component Library

    We’re cultivating design languages, no managing design systems anymore. language that develop along with their speakers. tones without losing any meaning in spoken language. language that prioritize the needs of people over visual ideals.

    Our buttons breaking the style guide didn’t matter, the warehouse workers who went from 0 % to 100 % of their tasks were satisfied with our work. They were concerned about how the keys turned out.

    Your customers share your opinion. Offer your program consent to use their speech.

  • An Holistic Framework for Shared Design Leadership

    An Holistic Framework for Shared Design Leadership

    Picture this: Two people are having what appears to be the same talk about the same style issue in a conference room at your technical company. One is talking about whether the staff has the proper skills to handle it. The other examines whether the answer really addresses the user’s issue. Similar place, the same issue, and entirely different perspectives.

    This is the lovely, sometimes messy fact of having both a Design Manager and a Guide Designer on the same group. And you’re asking the right question if you’re wondering how to make this job without creating confusion, coincide, or the feared” to some cooks” situation.

    The conventional solution has been to create a table with clear lines. The Design Manager handles persons, the Lead Designer handles art. Problem solved, is that correct? Except for dream, clear org charts. In fact, both roles care greatly about crew health, style quality, and shipping great work.

    When you begin to think of your style organization as a style organism, the magic happens when you accept collide rather than fight it.

    A Healthy Design Team’s Biology

    Here’s what I’ve learned from years of being on both flanks of this formula: think of your design team as a living organism. The style manager has a focus on the internal safety, career advancement, team dynamics, and other aspects. The Lead Designer concentrates on the body ( the handiwork, the design standards, the hands-on projects that are delivered to users ).

    But just like mind and body aren’t totally separate systems, but, also, do these tasks overlap in significant ways. Without working in harmony with one another, you didn’t have a healthier person. The technique is to recognize those overlaps and how to understand them gently.

    When we look at how good team really function, three critical devices emerge. Each role must coexist, but one must assume primary responsibility for maintaining a solid structure.

    Folks & Psychology: The Nervous System

    Major caregiver: Design Manager
    Supporting duties: Direct Artist

    Indicators, comments, emotional health are all important components of the nervous program. When this technique is good, information flows easily, people feel safe to take risks, and the staff may react quickly to new problems.

    The main caretaker here is the Design Manager. They are keeping track of the team’s emotional signal, making sure feedback rings are good, and creating the conditions for people to develop. They’re hosting job meetings, managing task, and making sure no single burns out.

    However, a significant enabling role is played by the Lead Designer. They’re offering visual feedback on build development requirements, identifying stagnant design skills, and assisting with the design manager’s potential growth opportunities.

    Design Manager tends to:

    • discussions about careers and career development
    • internal security and dynamics of the group
    • Job management and resource allocation
    • Systematic evaluations and opinions
    • Providing opportunities for learning

    Direct Custom supports by:

    • Providing craft-specific coaching for crew members
    • identifying opportunities for growth and style talent gaps
    • Providing design mentoring and assistance
    • indicating when staff people are prepared for more challenging problems.

    The Muscular System: Design, Design, and Execution

    Major custodian: Lead Designer
    Design Manager supporting position

    Strength, cooperation, and skill development are the hallmarks of the skeletal system. When this technique is healthy, the team can do complicated design work with precision, maintain regular quality, and adjust their craft to fresh challenges.

    The Lead Designer is in charge of everything here. They are raising the bar for quality work, providing craft instruction, and ensuring that shipping work is done to the highest standards. They’re the ones who can tell you if a design decision is sound or if we’re solving the right problem.

    However, the Design Manager has a significant supporting role. They are making sure the team has the resources and support they need to perform their best work, including ensuring that an athlete receives adequate nutrition and time for recovery.

    Lead Designer tends to:

    • Definition of system requirements and design standards
    • Feedback on design output that meets the required standards
    • Experience direction for the product
    • Design choices and product-wide alignment are important.
    • advancement of craft and innovation

    Design Manager supports by:

    • ensuring that all members of the team are aware of and adopt design standards
    • Confirming that the right course of action is being taken
    • Supporting practices and systems that scale without bottlenecking
    • facilitating design alignment among all teams
    • Providing resources and removing obstacles to outstanding craft work

    The Circulatory System: Strategy &amp, Flow

    Shared caretakers: Lead Designer and Design Manager, respectively.

    How do decisions, energy, and information flow through the team according to the circulatory system? When this system is healthy, strategic direction is clear, priorities are aligned, and the team can respond quickly to new opportunities or challenges.

    This is the true partnership that occurs. Although both roles are responsible for maintaining the circulation, they both have unique perspectives to offer.

    Lead Designer contributes:

    • The product fulfills the needs of the users.
    • overall experience and product quality
    • Strategic design initiatives
    • User needs based on research for each initiative

    Contributes the design manager:

    • Communication to team and stakeholders
    • Management of stakeholders and alignment
    • Team accountability across all levels
    • Strategic business initiatives

    Both parties work together:

    • Co-creation of strategy and leadership
    • Team goals and prioritization approach
    • organizational structure decisions
    • Success frameworks and measures

    Keeping the Organism Healthy

    Understanding that all three systems must work together is the key to making this partnership sing. A team will eventually lose their way despite excellent craftmanship and poor psychological safety. A team with great culture but weak craft execution will ship mediocre work. A team that has both but poor strategic planning will concentrate on the wrong things.

    Be Specific About the System You’re Defending.

    When you’re in a meeting about a design problem, it helps to acknowledge which system you’re primarily focused on. Everyone has context for their input.” I’m thinking about this from a team capacity perspective” ( nervous system ) or” I’m looking at this through the lens of user needs” ( muscular system ).

    This is not about staying in your path. It’s about being transparent as to which lens you’re using, so the other person knows how to best add their perspective.

    Create wholesome feedback loops

    The partnerships that I’ve seen have the most effective partnerships that create clear feedback loops between the systems:

    Nervous system signals to muscular system:” The team is struggling with confidence in their design skills” → Lead Designer provides more craft coaching and clearer standards.

    Nervous system receives the message” The team’s craft skills are improving more quickly than their project complexity.”

    We’re seeing patterns in team health and craft development that suggest we need to adjust our strategic priorities, both systems say to the circulatory system.

    Handle Handoffs Gracefully

    When something switches from one system to another, this partnership’s most crucial moments occur. This might occur when a design standard ( muscular system ) needs to be implemented across the team ( nervous system ) or when a tactical initiative ( circulatory system ) requires specific craft execution ( muscular system ).

    Make these transitions explicit. The new component standards have been defined. Can you give me some ideas on how to get the team up to speed? or” We’ve agreed on this strategic direction. From here, I’ll concentrate on the particular user experience approach.

    Stay curious and avoid being territorial.

    The Design Manager who never thinks about craft, or the Lead Designer who never considers team dynamics, is like a doctor who only looks at one body system. Even when they aren’t the primary caretaker, great design leadership requires both people to be as concerned with the entire organism.

    This entails asking questions rather than making assumptions. ” What do you think about the team’s craft development in this area”? or” How do you think this is affecting team morale and workload?” keeps both viewpoints at the forefront of every choice.

    When the Organism Gets Sick

    This partnership can go wrong even with clear roles. Here are the most typical failure modes I’ve seen:

    System Isolation

    The Design Manager ignores craft development and only concentrates on the nervous system. The Lead Designer ignores team dynamics and concentrates solely on the muscular system. Both people retreat to their comfort zones and stop collaborating.

    The signs: Team members receive conflicting messages, poor morale, and poor communication.

    Reconnect around common goals in the treatment. What are you both trying to achieve? It’s typically excellent design work that arrives on time from a capable team. Discover how both systems accomplish that goal.

    Poor Circulation

    There is no clear strategic direction, shifting priorities, or accepting responsibility for keeping information flowing.

    The signs are: Team members are unsure of their priorities, work is duplicated or dropped, and deadlines are missed.

    The treatment: Explicitly assign responsibility for circulation. Who is communicating with whom? How frequently? What’s the feedback loop?

    Autoimmune Response

    The other person’s expertise makes them feel threatened. The Design Manager thinks the Lead Designer is undermining their authority. The Design Manager is allegedly misunderstanding the craft, according to the lead designer.

    The signs: defensive behavior, territorial disputes, team members stifled in the middle.

    The treatment: Remember that you’re both caretakers of the same organism. The entire team suffers when one system fails. The team thrives when both systems are strong.

    The Payoff

    Yes, there is more communication required with this model. Yes, it requires that both parties be confident enough to assume full responsibility for team health. But the payoff is worth it: better decisions, stronger teams, and design work that’s both excellent and sustainable.

    The best of both worlds can be found in the combination of strong people leadership and deep craft expertise. When one person is overly sick, on vacation, or overworked, the other can help keep the team’s health. When a decision requires both the people perspective and the craft perspective, you’ve got both right there in the room.

    The framework has a balance, which is crucial. As your team expands, you can use the same system thinking to new problems. Need to launch a design system? Both the muscular system ( standards and implementation ), the nervous system (team adoption and change management ), and both have a tendency to circulate ( communication and stakeholder alignment ).

    Bottom Line

    The relationship between a Design Manager and Lead Designer isn’t about dividing territories. It’s about multiplying impact. Magic occurs when both roles are aware that they are tending to various components of the same healthy organism.

    The mind and body work together. The team receives both the craft excellence and strategic thinking they need. And most importantly, the work that is distributed to users benefits both sides.

    So the next time you’re in that meeting room, wondering why two people are talking about the same problem from different angles, remember: you’re watching shared leadership in action. And if it’s functioning well, your design team’s mind and body will both become stronger.

  • From Beta to Bedrock: Build Products that Stick.

    From Beta to Bedrock: Build Products that Stick.

    I’ve lost count of the times I’ve watched promising thoughts go from zero to warrior in a few days before failing to deliver within weeks as a product developer for very long.

    Financial goods, which is the industry in which I work, are no exception. It’s tempting to put as many features at the ceiling as possible and hope someone sticks because people’s true, hard-earned money is on the line, user expectations are high, and a crammed market. However, this strategy is a formula for disaster. Why, please:

    The fatalities of feature-first growth

    It’s simple to get swept up in the enthusiasm of developing innovative features when you start developing a financial product from scratch or are migrating existing user journeys from papers or telephony channels to online bank or mobile apps. You might be thinking,” If I can only put one more thing that solves this particular person problem, they’ll appreciate me”! What happens, however, when you eventually encounter a roadblock caused by your safety team? not like it? When a battle-tested film isn’t as well-known as you anticipated, or when it fails due to unforeseen difficulty?

    The concept of Minimum Viable Product ( MVP ) comes into play in this context. Even if Jason Fried doesn’t usually refer to this concept, his book Getting Real and his audio Rework frequently discuss it. An MVP is a product that offers only enough value to your users to keep them interested, but not so much that it becomes difficult to keep up. Although the idea seems simple, it requires a razor-sharp eye, a brutal edge, and the courage to stand up for your position because” the Columbo Effect” makes it easy to fall for something when one always says” just one more thing …” to add.

    The issue with most funding apps is that they frequently turn out to be reflections of the company’s internal politics rather than an experience created exclusively for the customer. This implies that the priority should be given to delivering as some features and functionalities as possible in order to satisfy the requirements and wishes of competing internal departments as opposed to crafting a compelling value proposition that is focused on what people in the real world actually want. These products may therefore quickly become a muddled mess of confusing, related, and finally unlovable client experiences—a feature salad, you might say.

    The significance of the foundation

    What is a better strategy, then? How can we create items that are reliable, user-friendly, and most importantly, stick?

    The concept of “bedrock” comes into play here. The mainstay of your product is really important to people, and Bedrock is that. It’s the fundamental building block that creates price and maintains relevance over time.

    The rock has got to be in and around the standard servicing journeys in the world of retail bank, which is where I work. People only look at their existing accounts once every blue sky, but they do so every day. They purchase a credit card every year or two, but they at least once a month examine their stability and pay their bills.

    The key is in identifying the main tasks that individuals want to complete and therefore persistently striving to make them simple, reliable, and trustworthy.

    How can you reach the foundation, though? By focusing on the” MVP” strategy, giving convenience precedence, and working iteratively toward a clear value proposition. This means avoiding pointless extras and putting your people first, making the most of them.

    It also requires some nerve, as your coworkers might not always agree on your eyesight at first. And dubiously, occasionally it can even suggest making it clear to customers that you won’t be coming to their house and making their breakfast. Sometimes you need to use “opinionated user interface design” ( i .e., clumsy workaround for edge cases ) to test a concept or to give yourself some more time to work on something else.

    Functional methods for creating reliable economic items

    What are the main learnings I’ve made from my own research and knowledge?

    1. What issue are you attempting to resolve first, and why? Whom? Before beginning any construction, make sure your vision is completely clear. Make certain it also aligns with the goals of your business.
    2. Avoid the temptation to put too many features at once and focus on getting that right first. Choose one that actually adds price, and work from that.
    3. When it comes to financial items, clarity is often more important than complexity. Eliminate unwanted details and concentrate on what matters most.
    4. Accept constant iteration as Bedrock is a powerful process rather than a fixed destination. Continuously collect customer comments, make improvements to your product, and move toward that foundation.
    5. Stop, glance, and talk: You must test your product frequently in the field rather than just as part of the shipping process. Use it for yourself. Work A/B testing. User opinions on Gear. Speak to the users of it and make adjustments accordingly.

    The “bedrock conundrum”

    Building towards rock implies sacrificing some short-term growth prospective in favor of long-term balance, which is an interesting paradox at play here. But the return is worthwhile: products built with a focus on rock will outlive and surpass their rivals over time and provide users with long-term value.

    How do you begin your quest for core, then? Taking it one step at a time. Start by identifying the underlying factors that your customers actually care about. Concentrate on developing and improving a second, potent have that delivers real value. And most importantly, make an obsessive effort because, in the words of Abraham Lincoln, Alan Kay, or Peter Drucker ( whew! The best way to foretell the future is to make it, he said.

  • The Boys Spinoff Likely Dead at Prime Video

    The Boys Spinoff Likely Dead at Prime Video

    The Boys Presents: Diabolical may have been a wonderful trip into the chaotic, humorous universe of Vought International, but Amazon doesn’t seem particularly interested in going into more detail. Co-creator Eric Kripke revealed in a recent discussion with The Wrap that a next season is doubtful. ” I don’t believe there will be,” he said.

    On Den of Geek, the first blog was The Boys Spinoff Possible Dead at Prime Video.

    World enthusiasts who have been waiting patiently for Stranger Things sun Sadie Sink to appear on established have eventually received their hope as Spider-Man: Brand New Day shooting continues apace. However, a first glimpse of Sink in the MCU only fueled further fan speculation about the character she portrays in the wall-crawling fourquel, with no details being made public by Marvel Studios and Sony Pictures.

    The first set photo to appear shows Sink in costume talking to director Destin Daniel Cretton ( Shang-Chi and the Legend of the Ten Rings ) during a break during filming. It reveals that Sink has kept her customary red hair on the part. She also appears to be wearing camouflage pants and boots, but her oversized jacket obscures the rest of her outfit.

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    In the second image, we can see that Sink is sporting a jacket, baggy blue jeans, and an alternate outfit. &nbsp,

    &#8221, One person over on X commented on her, while another weighed in with &#8220, She is obviously Peter&#8217, s daughter, Mayday Parker, and they wanted to subvert expectations so badly through out ( sic ) the MCU Spider-Man movies I can’t even say she’d be playing the real MJ. Tom will no longer have ownership of the franchise. Other fans are still eying out hope that these images somehow confirm Gwen Stacy as the MCU&#8217.

    Before these set photos were leaked, there were numerous rumors about Sink&#8217, Sink’s Brand New Day character. According to Reddit chat, her character’s codename is Annabelle Adams, an obscure Scarlet Spider comics character who gets romantically involved with a copy of Peter Parker. Additionally, there are rumors that Sink might play Carlie Cooper, a police officer and Peter Parker’s romantic interest in the Brand New Day comic book storyline.

    Others are confident that Sink will play a multiverse variation of Mary Jane Watson, Firestar, or that she is even being soft-launched as the new Jean Grey, but there might be a more plausible choice: Rachel Cole, a member of The Punisher who also happens to have red hair. This would make sense since Jon Bernthal is already known to reprise his role in Brand New Day as Frank Castle.

    Rachel Cole, also known as Rachel Cole-Alves, has been a compelling comic book character since making her debut in The Punisher Vol. 9# 1. She was a former U.S. Marine turned vigilante who collaborated with Castle and became a reliable partner by utilizing her military training and tactic skills.

    For the time being, Sadie Sink’s exact role in Spider-Man: Brand New Day is a mystery. Fans will have to wait for confirmation until an official announcement is made. &nbsp,

    On July 31, 2026, Spider-Man: Brand New Day will be released.

    The first post on Den of Geek‘s Den of Geek was First Set Pics of Sadie Sink in Spider-Man: Brand New Day Spark fan theories.

  • Queer Eye Creator on Concluding a TV Institution in the Nation’s Capital

    Queer Eye Creator on Concluding a TV Institution in the Nation’s Capital

    When David Collins, the co-creator and executive producer of Queer Eye, was combing through the Merriam-Webster Dictionary in the 1990s, he made a decision that may burn a decades-long brand and change the face of reality television. Queer: a unique perspective, a different point of view, and that’s really been the heart of [ Queer]… [ The dictionary ] said that.

    The first article on Den of Geek was titled” Queer Eye Creator on Closing a TV Institution in the Nation’s Capital.”

    World enthusiasts who have been waiting patiently for Stranger Things star Sadie Sink to appear on established have eventually received their desire as the shooting for Spider-Man: Brand New Day continues momentum. However, a first glimpse of Sink in the MCU has only fueled further fan speculation about the character she’s portraying in the wall-crawling fourquel, with Marvel Studios and Sony Pictures yet to provide any details.

    During a set break during which the first set photo appears, Sink is seen in costume and conversing with director Destin Daniel Cretton ( Shang-Chi and the Legend of the Ten Rings ). It reveals that Sink has kept her customary red hair on the part. She also appears to be wearing camouflage pants and boots, but the rest of her outfit is obscured by her oversized jacket.

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    In the second image, we can see that Sink is sporting a jacket, baggy blue jeans, and an alternate outfit. &nbsp,

    &#8221, One person over on X commented on her, while another weighed in with &#8220, She is obviously Peter&#8217, s daughter, Mayday Parker, and they wanted to subvert expectations so badly through out ( sic ) the MCU Spider-Man movies I can’t even say she’d be playing the real MJ. She will succeed Tom in taking over the franchise. Other fans are still eying out hope that these images somehow confirm Gwen Stacy as the MCU&#8217.

    Before these set photos were leaked, there were numerous rumors about Sink’s Brand New Day character, Sink. According to Reddit chat, her character, Annabelle Adams, an obscure Scarlet Spider comics character who gets romantically involved with a Peter Parker clone, is known by her codename. Fans have also made speculative rumors that Sink might play Carlie Cooper, a police officer and Peter Parker’s romantic interest in the Brand New Day comic book story.

    Others are confident that Sink will play a multiverse variation of Mary Jane Watson, Firestar, or that she is even being soft-launched as the new Jean Grey, but there might be a more plausible choice: Rachel Cole, a member of The Punisher who also happens to have red hair. This would make sense since we already know Jon Bernthal will be reprising his role in Brand New Day.

    Since making her debut in The Punisher Vol., Rachel Cole, also known as Rachel Cole-Alves, has been a compelling comic book character. 9# 1. She was a former U.S. Marine turned vigilante who became a trusted partner by utilizing her military training and tactic skills. She was created by writer Greg Rucka and Marco Checchetto.

    For the time being, Sadie Sink’s exact role in Spider-Man: Brand New Day is a mystery. Fans will need to wait for confirmation until an official announcement is made. &nbsp,

    On July 31, 2026, Spider-Man: Brand New Day will be released.

    The first post from Den of Geek‘s first set photos of Sadie Sink in Spider-Man: Brand New Day Spark fan theories appeared first.