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  • Opportunities for AI in Accessibility

    Opportunities for AI in Accessibility

    I thoroughly enjoyed reading Joe Dolson’s most recent article on the crossroads of AI and mobility because of how skeptical he is of AI in general and how many people have been using it. Despite my role at Microsoft as an accessibility technology tactician who helps manage the AI for Accessibility give program, I’m very skeptical of AI myself. As with any tool, AI can be used in quite productive, equitable, and visible ways, and it can also be used in dangerous, unique, and dangerous ones. And there are a lot of uses for the poor midsection as well.

    I’d like you to consider this a “yes … and” piece to complement Joe’s post. Instead of refuting everything he’s saying, I’m pointing out some areas where AI may make real, positive impacts on people with disabilities. To be clear, I’m not saying that there aren’t true threats or pressing problems with AI that need to be addressed—there are, and we’ve needed to address them, like, yesterday—but I want to take a little time to talk about what’s possible in hope that we’ll get there one day.

    Other words

    Joe’s article spends a lot of time examining how computer vision models can create other word. He raises a lot of valid points about 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. He argues to be accurate that the state of image research is currently very poor, especially for some graphic types, in large part due to the lack of context-based analysis that exists in the AI systems ( which is a result of having separate “foundation” models for text analysis and image analysis ). Today’s models aren’t trained to distinguish between images that are contextually relevant ( that should probably have descriptions ) and those that are purely decorative ( which might not need a description ) either. However, I still think there’s possible in this area.

    As Joe mentions, human-in-the-loop publishing of alt word should definitely be a factor. And if AI can intervene and provide a starting point for alt text, even if the swift reads,” What is this BS?” That’s certainly correct at all … Let me try to offer a starting point— I think that’s a win.

    If we can specifically station a design to examine image usage in context, this may help us more quickly determine which images are likely to be elegant and which ones are likely to be descriptive. That will help clarify which situations require image descriptions, and it will increase authors ‘ effectiveness in making their sites more visible.

    The image example provided in the GPT4 announcement provides an intriguing opportunity, even though complex images like graphs and charts are challenging to summarize succinctly ( even for humans ). Let’s say you came across a map that merely stated the chart’s name and the type of representation it was:” Pie chart comparing smartphone use to have phone usage in US households making 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. ) Imagine a world where users could ask questions about the graphic if their browser knew that it was a pie chart ( because an onboard model determined this ).

    • Do more people use feature phones or smartphones?
    • How many more?
    • Exists a group of people who don’t fall under either of these categories?
    • How many is that?

    Setting aside the realities of large language model ( LLM) hallucinations—where a model just makes up plausible-sounding “facts” —for a moment, the opportunity to learn more about images and data in this way could be revolutionary for blind and low-vision folks as well as for people with various forms of color blindness, cognitive disabilities, and so on. It might also be useful in educational settings to assist those who can, as is, comprehend the data contained in these charts.

    What if you could ask your browser to make a complicated chart simpler? What if you asked it to separate a single line from a line graph? What if you could ask your browser to change the color combinations in your browser so that it works better for your type of color blindness? What if you demanded that it switch colors in favor of patterns? Given these tools ‘ chat-based interfaces and our existing ability to manipulate images in today’s AI tools, that seems like a possibility.

    Imagine a specially designed model that could extract the data from that chart and convert it to another format. For example, perhaps it could turn that pie chart ( or better yet, a series of pie charts ) into more accessible ( and useful ) formats, like spreadsheets. That would be amazing!

    Matching algorithms

    When Safiya Umoja Noble chose to call her book Algorithms of Oppression, she hit the nail on the head. Although her book focused on the ways that search engines can foster racism, I believe it’s equally true that all computer models have the potential to foster conflict, prejudice, and intolerance. We all know that poorly designed and maintained algorithms are incredibly harmful, whether it’s Twitter that keeps bringing you the most recent tweet from a drowsy billionaire, YouTube that keeps us in a q-hole, or Instagram that keeps us guessing what natural bodies look like. A large portion of this is a result of a lack of diversity in the people who design and construct them. When these platforms are built with inclusively baked in, however, there’s 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 considers each work environment, communication factors related to each job, and the like. Mentra made the decision to change the script when it came to typical employment websites because it was run by neurodivergent people. They lower the emotional and physical labor on the job-seeker side of things by recommending available candidates to companies who can then connect with job seekers that they are interested in.

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

    Imagine if a social media company’s recommendation engine was tuned to prioritize follow recommendations for people who discussed topics similar to those that were important but who were different from your current sphere of influence in some fundamental ways. For instance, if you followed a group of nondisabled white male academics who spoke about AI, it might be advisable to follow those who are disabled, aren’t white, or aren’t men who also speak about AI. If you took its recommendations, perhaps you’d get a more holistic 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 helps 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. In no particular order:

      Voice preservation. You may have seen the VALL-E paper or Apple’s Global Accessibility Awareness Day announcement or you may be familiar with the voice-preservation offerings from Microsoft, Acapela, or others. People who have ALS ( Lou Gehrig’s disease ), motor-neuron disease, or other medical conditions that can prevent them from talking can greatly benefit from having an AI model that can mimic your voice. This is, of course, the same tech that can also be used to create audio deepfakes, so it’s something that we need to approach responsibly, but the tech has truly transformative potential.
    • Voice recognition. Researchers are assisting people with disabilities in the collection of recordings of people with atypical speech, thanks to the assistance of the Speech Accessibility Project. As I type, they are actively recruiting people with Parkinson’s and related conditions, and they have plans to expand this to other conditions as the project progresses. 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 value of various teams and data

    We must acknowledge the importance of our differences. 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 that valuable information must 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 you include information about disabilities that has been written by people with a variety of disabilities in the training data.

    Want a model that doesn’t use ableist language? You might be able to use already-existing data sets to create a filter that can read ableist language before it is read. That being said, when it comes to sensitivity reading, AI models won’t be replacing human copy editors anytime soon.

    Want a coding copilot who can provide you with useful recommendations after the jump? Train it on code that you know to be accessible.


    I have no doubt that AI can and will harm people … today, tomorrow, and well into the future. But I also believe that we can acknowledge that and, with an eye towards accessibility ( and, more broadly, inclusion ), make thoughtful, considerate, and intentional changes in our approaches to AI that will reduce harm over time as well. Today, tomorrow, and well into the future.


    Many thanks to Kartik Sawhney for helping me with the development of this piece, Ashley Bischoff for her invaluable editorial assistance, and, of course, Joe Dolson for the prompt.

  • I am a creative.

    I am a creative.

    I am a artistic. What I do is alchemy. It is a secret. Instead of letting it get done by me, I do it.

    I am a artistic. This brand is never appropriate for all creatives. Not all people see themselves in this manner. Some innovative individuals practice technology in their work. That is their reality, and I regard it. Sometimes I even envy them, a minor. But my approach is different—my becoming is unique.

    Apologizing and qualifying in advance is a diversion. 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 should have. Which is challenging enough.

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

    Sometimes it does go that method. Maybe what I need to make arrives 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 idea really comes along and it is the best plan and you know it is the best idea.

    Maybe I just work until the thought strikes me. Maybe it arrives right away and I don’t remind people for three days. Often I blurt out the plan so quickly that I didn’t stop myself. like a child who discovered a prize in a box of Cracker Jacks. I occasionally manage to get away with this. Maybe another persons agree: yes, that is the best idea. Most times they don’t and I regret having given way to joy.

    Joy should only be saved for the meet, when it will matter. Certainly the informal get-together that comes before that meeting with two more discussions. Anyone knows why we have all these sessions. 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 also excel. But occasionally they are a hindrance to the actual job. The percentages between when conferences are important, and when they are a sad distraction, vary, depending on what you do and where you do it. And who you are and how you go about doing it. Once I digress. I am a artistic. That is the topic.

    Sometimes, despite many hours of diligent effort, someone is hardly useful. Maybe I have to accept that and move on to the next task.

    Don’t question about method. I am a artistic.

    I am a artistic. I don’t handle my desires. And I don’t handle my best tips.

    I can nail aside, surround myself with information or photos, and maybe that works. I can go for a walk, and maybe that works. There is a Eureka that has nothing to do with sizzling crude and flowing pots. I may be making dinner. I frequently know what to do 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 thoughtless wind of oblivion. For imagination, I believe, comes from that other world. The one we enter in aspirations, and possibly, before conception and after death. But that’s for writers to know, and I am not a writer. I am a artistic. Theologians are encouraged to build massive armies in their artistic world, which they insist is true. But that is another diversion. And one that is sad. Possibly on a much bigger issue than whether or not I am creative. But that’s also a step backwards from what I’m trying to say.

    Often the process is mitigation. And horror. You know the cliché about the abused designer? It’s true, even when the artist ( and let’s put that noun in quotes ) is trying to write a soft drink jingle, a callback in a tired sitcom, a budget request.

    Some individuals who detest being called artistic perhaps been closeted artists, but that’s between them and their gods. No offence meant. Your wisdom is correct, too. My needs are own, though.

    Creatives understand artists.

    Negatives are aware of cons, just like queers are aware of queers, just like real rappers are aware of true rappers. Creatives feel enormous regard for creatives. We love, respect, emulate, and nearly deify the excellent ones. To revere any man is, of course, a dreadful mistake. We have been warned. We know much. We know people are simply people. They dispute, they are depressed, they regret their most critical decisions, they are weak and thirsty, they can be cruel, they can be just as terrible 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 exist before them and couldn’t exist without. They are the inspirations ‘ parents. And I suppose, since it’s only lying it, I have to put that they are the mother of technology. Ba ho bum! Okay, that’s done. Continue.

    Creatives disparage our personal small successes, because we compare them to those of the wonderful people. Wonderful video! Also, I‘m no Miyazaki. Now THAT is glory. That is glory straight out of the Bible. This half-starved small item that I made? It essentially fell off the back of the pumpkin truck. And the carrots weren’t even new.

    Creatives knows that, at best, they are Salieri. Also Mozart’s original artists hold that opinion.

    I am a artistic. I haven’t worked in advertising in 30 times, but in my hallucinations, it’s my former artistic managers who judge me. And they are correct to do so. I am very lazy, overly simplistic, and when it actually counts, my mind goes blank. There is no supplement for innovative function.

    I am a innovative. 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 blankly before I can finish that work.

    I can move ten times more quickly than those who aren’t imaginative, those who have just been creative for a short while, and those who have just had a short time of creative work. Only that I spend twice as long putting the job off as they do before I work ten times as quickly as they do. When I put my mind to it, I am so confident in my ability to do a great career. I am that attached to the excitement scramble of delay. I’m also so scared of jumping.

    I am not an actor.

    I am a artistic. No an actor. Though I dreamed, as a boy, of eventually being that. Some of us criticize our abilities and fear our own selves because we are not Michelangelos and Warhols. That is narcissism—but at least we aren’t in elections.

    I am a innovative. Though I believe in reason and science, I decide by intelligence and desire. And sit with what follows—the disasters as well as the achievements.

    I am a artistic. Every term I’ve said these may offend another artists, who see things differently. Ask two artists a problem, get three ideas. Our debate, our enthusiasm about it, and our responsibility to our own reality are, at least to me, the facts that we are artists, no matter how we may think about it.

    I am a artistic. I lament my lack of taste in the areas of human knowledge that I know quite little, that is to say about everything. And I trust my preference above all other items in the regions closest to my soul, or perhaps, more precisely, to my passions. Without my passions, I had probably have to spend time staring living in the eye, which almost none of us can do for very long. No seriously. No truly. Because many in existence, if you really look at it, is terrible.

    I am a artistic. I believe, as a family believes, that when I am gone, some little good part of me will take on in the head of at least one other people.

    Working frees me from worrying about my job.

    I am a artistic. I fear that my little present will disappear.

    I am a artistic. I spend way too much time making the next thing, given that almost nothing I create did achieve the level of brilliance I conceive of.

    I am a artistic. I think method 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 didn’t do this generally, I promise. But I did it right away because I was even more frightened of forgetting what I was saying because I was afraid of you seeing through my sad gestures toward the beautiful.

    There. I think I’ve said it.

  • Humility: An Essential Value

    Humility: An Essential Value

    Humility, a writer’s necessary value—that has a good ring to it. What about sincerity, an business manager’s necessary value? Or a doctor’s? Or a student’s? They all good wonderful. When humility is our guiding light, the course is usually available for fulfillment, development, relation, and commitment. In this book, we’re going to discuss about why.

    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 personal one, and I’m going to make myself prone as well. I call it:

    The Tale of Justin’s Preposterous Pate

    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. Though I had been fully trained in graphic design, font, and design, what fascinated me was how these classic skills may be applied to a budding online landscape. This style may ultimately determine the direction of my job.

    But I drained HTML and JavaScript books until the early hours of the morning and self-taught myself how to code during my freshman year rather than student and go into write like many of my friends. I needed to understand the main ramifications of what my style choices may ultimately result in when a website is rendered.

    The later ‘ 90s and early 2000s were the so-called” Wild West” of web design. Developers at the time were all trying to figure out how to incorporate design and visual conversation into the online landscape. What were the laws? How may we break them and also engage, entertain, and present information? At a more micro level, how was my values, inclusive of modesty, admiration, and link, coincide in combination with that? I was looking for information.

    Those are amazing factors between non-career relationships and the world of design, even though I’m referring to a different era. What are your main passions, or ideals, that elevate medium? The main elements are all the same, basically the same as what we previously discussed earlier on the immediate parallels between what fulfills you, independent of the visible or online domains.

    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 example, this iteration of my personal portfolio site (” the pseudoroom” ) from that era was experimental, if not a bit heavy- handed, in the visual communication of the concept of a living sketchbook. Very skeuomorphic. On this one, I worked with fellow designer and dear friend Marc Clancy, who is now a co-founder of the creative project organizing app Milanote, to sketch and then play with various user interactions. 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.

    From around the same time, GUI Galaxy was a design, pixel art, and Mac-centric news portal some graphic designer friends and I conceived, designed, developed, and deployed.

    Design news portals were incredibly popular during this period, featuring ( what would now be considered ) Tweet-size, small-format snippets of pertinent news from the categories I previously mentioned. 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 as designers had evolved and created a bandwidth-sensitive, web standards award-winning, much more accessibility-conscious website. Still ripe with experimentation, yet more mindful of equitable engagement. You can see a couple of content panes here, noting general news (tech, design ) and Mac-centric news below. We also provided many of the custom downloads that I previously mentioned on my folio website with a GUI Galaxy theme and name.

    The site’s backbone was a homegrown CMS, with the presentation layer consisting of global design + illustration + news author collaboration. And the collaboration effort here, in addition to experimentation on a’ brand’ and content delivery, was hitting my core. We were creating a larger-than-anyone experience and establishing a global audience.

    Collaboration and connection transcend media, which have a huge impact on my design career.

    Why am I going down this design memory lane with you, now? Two reasons.

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

    Today’s web design has been in a period of stagnation. There’s a good chance you’ve seen a website with a hero image or banner with text overlay ( possibly with a lovely rotating carousel of images ), 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 Problems

    Websites built during this time were frequently built using Macs whose desktops and OS looked something like this. This is Mac OS 7.5, but 8 and 9 weren’t that different.

    Desktop icons fascinated me: how could any single one, at any given point, stand out to get my attention? In this example, the user’s desktop is tidy, but think of a more realistic example with icon pandemonium. Or, say an icon was part of a larger system grouping ( fonts, extensions, control panels ) —how did it also maintain cohesion amongst a group?

    These were 32 x 32 pixel creations, utilizing a 256-color palette, designed pixel-by-pixel as mini mosaics. Under such absurd constraints, this seemed to me to be the embodiment of digital visual communication. And frequently, ridiculous limitations can lead to the purification of concept and theme.

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

    Expanding upon the notion of exploration, I wanted to see how I could push the limits of a 32×32 pixel grid with that 256-color palette. I found a clarity of concept and presentation incredibly appealing due to those ridiculous constraints. 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 that wasn’t really designed for what we were using it for. At the core of all of this work: Research. Challenge. Problem- solving. Again, these core connection-based values are agnostic of medium.

    One more design portal that I want to mention also serves as the second reason for my story to connect this all.

    This is K10k, short for Kaliber 1000. Michael Schmidt and Toke Nygaard founded K10k in 1998 as the web’s first design news site at the time. With its pixel art-fueled presentation, ultra-focused care given to every facet and detail, and with many of the more influential designers of the time who were invited to be news authors on the site, well… it was the place to be, my friend. The work these people were doing gave rise to the idea of GUI Galaxy, which was inspired by their work.

    For my part, the combination of my pixel art and web design work started to gain me some notoriety in the design community. 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 evolved—devolved, really—into a colossal asshole ( and in just about a year out of art school, no less ). What satisfied me was the praise and the press, which went on to completely alter my mind. They inflated my ego. I actually felt a little better than my fellow designers.

    The casualties? My design stagnated. Its evolution—my evolution — stagnated.

    I effectively stopped researching and discovering because I was so confident in my abilities. 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 tiniest of sources ( and with no discernible bias ). My peers frequently vehemently disapproved of any criticism of my work. The most tragic loss: I had lost touch with my values.

    Some of my friendships and blossoming professional relationships almost ended up being destroyed by my ego. 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.

    It’s true, I initially didn’t accept it, but after much reflection, I was able to accept it. I was soon able to accept, and process, and course correct. The realization laid me low, but the re-awakening was essential. I let go of the “reward” of admiration and focused instead on what ignited the fire in my art school. Most importantly: I got back to my core values.

    Always Students

    Following that short-term regression, I was able to push forward in my personal design and career. And as I grew older, I could reflect on myself to help with further development and course correction.

    As an example, let’s talk about the Large Hadron Collider. The LHC was created” to help answer some of the fundamental open questions in physics, which concern the fundamental laws governing the interactions and forces between the elementary objects, the deep structure of space and time, and in particular the interrelation between general relativity and quantum mechanics.” Thanks, Wikipedia.

    In one of my earlier professional roles, I about fifteen years ago created the interface for the application that produced 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.

    I had a fascinating experience designing the interface for this application because I collaborated with Fermilab physicists to understand both how the application was intended to use it and how the physicists themselves would use it. To that end, in this role,

    Working with the Fermilab team to iterate and make improvements to the interface, I cut my teeth on usability testing. To me, their language and the topics they discussed seemed to me to be foreign languages. And by accepting that I was just a student and working under the impression that I was just a student, I made myself available to them in order to form that crucial bond.

    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. One takeaway was that the data columns ended up using white text on a dark gray background rather than black text-on-white because of the level of ambient light-driven contrast in the facility. They were able to focus on their eyes while working during the day while poring over enormous amounts of data. Additionally, since Fermilab and CERN are government entities with stringent accessibility requirements, my knowledge expanded. The barrier-free design was another essential form of connection.

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

    An evergreen willingness to listen, learn, understand, grow, evolve, and connect yields our best work. In particular, I want to focus on the words’ grow’ and ‘ evolve’ in that statement. If we are constantly improving our craft, we are also continuously making ourselves available for improvement. Yes, we have years of practical design experience behind us. Or the focused lab training from a bootcamp for UX. or the work portfolio with monograms. Or, ultimately, decades of a career behind us.

    But all that said: experience does not equal “expert”.

    The designer we are is our final form when we close our minds with an inner monologue of “knowing it all” or branding ourselves a” #thoughtleader” on social media. There will never be a designer like us.

  • Personalization Pyramid: A Framework for Designing with User Data

    Personalization Pyramid: A Framework for Designing with User Data

    As a UX skilled in today’s data-driven landscape, it’s extremely likely that you’ve been asked to design a personal digital experience, whether it’s a common website, user portal, or local application. Although there is still a lot of advertising hype surrounding personalization programs, there are still very some standardized methods for implementing personalized UX.

    That’s where we come in. We set ourselves the challenge of developing a systematic personalization construction tailored to UX practitioners after finishing dozens of personalization tasks over the past few years. The Personalization Pyramid is a designer-centric model for standing up human-centered personalisation programs, spanning information, classification, content delivery, and general goals. By using this strategy, you will be able to understand the core elements of a modern, UX-driven personalization system ( or at the very least know enough to get started ).

    Getting Started

    For the sake of this article, we’ll suppose you’re already familiar with the basics of online personalization. A nice guide can be found these: Website Personalization Planning. Although Graphic tasks in this field can take a variety of forms, they frequently start from the same place.

    Popular circumstances for launching a personalization task:

    • Your business or client made a purchase to support personalization of a content management system ( CMS ), marketing automation platform ( MAP ), or other related technology.
    • The CMO, CDO, or CIO has identified customisation as a target
    • User data is disjointed or confusing
    • You are conducting some sporadic targeting strategies or A/B assessment.
    • On the personalisation approach, stakeholders disagree.
    • Mandate of customer privacy rules ( e. g. GDPR ) requires revisiting existing user targeting practices

    A powerful personalization plan will need the same fundamental building blocks regardless of where you begin. We’ve captured these as the “levels” on the tower. Whether you are a UX artist, scholar, or planner, understanding the core components may help make your contribution effective.

    From top to bottom, the amounts include:

      North Star: What larger corporate goal is the personalisation initiative pursuing?
    1. Objectives: What are the specific, tangible benefits of the system?
    2. Touchpoints: Where will the personalized experience been served?
    3. Contexts and Campaigns: What personalization information does the person view?
    4. User Divisions: What constitutes a special, suitable market?
    5. Actionable Data: What trustworthy and credible information is collected by our specialized software to improve personalization?
    6. Natural Data: What wider set of data is potentially available ( now in our environment ) allowing you to optimize?

    We’ll go through each of these amounts sequentially. An associated deck of cards was created to highlight specific examples from each level to make this more meaningful. We’ve found them useful in brainstorming about customisation, so we’ll provide cases for you here.

    Beginning at the Top

    The elements of the pyramids are as follows:

    North Star

    With your customisation plan, whether large or small, you aim for a general north star. The personalisation program’s entire goal is described in The North Star. What do you wish to perform? North Stars cast a ghost. The bigger the sun, the bigger the darkness. Example of North Starts may contain:

      Function: Personalize based on basic customer input. Examples:” Raw” messages, basic search effects, system user settings and settings options, general flexibility, basic improvements
    1. Feature: Self-contained customisation componentry. Examples:” Cooked” notifications, advanced optimizations ( geolocation ), basic dynamic messaging, customized modules, automations, recommenders
    2. Experience: Personal user experiences across many interactions and consumer flows. Examples: Email campaigns, landing pages, advanced messaging ( i. e. C2C chat ) or conversational interfaces, larger user flows and content-intensive optimizations ( localization ).
    3. Solution: Highly differentiating customized product experiences. Example: Standalone, branded encounters with personalization at their base, like the “algotorial” songs by Spotify quite as Discover Weekly.

    Goals

    As in any great UX layout, personalization may help promote designing with client intentions. The goals are the military and tangible indicators that will support the success of the entire program. Start with your existing analytics and assessment system, as well as metrics that you can benchmark against. In some cases, fresh targets may be ideal. The most important thing to keep in mind is that personalisation is certainly a desired outcome. Common targets include:

    • Conversion
    • Time on work
    • Net promoter score ( NPS)
    • Consumer satisfaction

    Touchpoints

    The personalisation takes place at connections. As a UX artist, this will be one of your largest areas of responsibility. The touchpoints you have will depend on how your personalization and the related technologies are implemented, and they should be based on enhancing a person’s encounter at a specific point in the journey. Touchpoints can be multi-device ( mobile, in-store, website ) but also more granular ( web banner, web pop-up etc. ). Here are some examples:

    Channel-level Touchpoints

    • Email: Role
    • Email: Occasion of available
    • In-store display ( JSON endpoint )
    • Native game
    • Search

    Wireframe-level Touchpoints

    • Web overlay
    • Web call club
    • Web symbol
    • Web content wall
    • Web list

    If you’re designing for online interface, for instance, you will likely need to include personal “zones” in your wireframes. Based on our next move, context, and campaigns, the articles for these can be presented dynamically in touchpoints.

    Contexts and Campaigns

    After you’ve outlined some touchpoints, you may consider the actual personal information a user may get. Many personalization tools will refer to these as” campaigns” ( so, for example, a campaign on a web banner for new visitors to the website ). These will be displayed automatically to specific customer segments at specific touchpoints, as defined by user data. At this stage, we find it helpful to contemplate two distinct concepts: a framework design and a willing design. The framework helps you acquire the user’s level of engagement at the personalization moment, such as when they are lightly browsing information or deep-dive. Think of it in conditions of activities for data recovery. The content model can then guide you in deciding what kind of personalization to use in the context ( for instance, an” Enrich” campaign that features related articles might be a good substitute for extant content ).

    Personalization Context Model:

    1. Browse
    2. Skim
    3. Nudge
    4. Feast

    Personalization Content Model:

    1. Alert
    2. Create Easier
    3. Cross-Sell
    4. Enrich

    We’ve written a lot about each of these models abroad, so if you’d like to learn more, check out Colin’s Personalization Content Model and Jeff’s Personalization Context Model.

    User Divisions

    User segments can be created based on user research, either prescriptively or adaptively ( e .g., through rules and logic tied to set user behaviors or through A/B testing ). You will need to think about how to treat the unidentified or first-time visitor, the guest or returning visitor for whom you may have a stateful cookie ( or an equivalent post-cookie identifier ), or the logged-in visitor who is authenticated. Using the personalisation tower, here are some examples:

    • Unknown
    • Guest
    • Authenticated
    • Default
    • Referred
    • Role
    • Cohort
    • Unique ID

    Actionable Data

    Every business with a modern existence has information. It’s important to inquire about how to use the data you can ethically gather on users, its natural dependability and value, and what is the term for “data stimulation.” Fortunately, the tide is turning to first-party information: a recent study by Twilio estimates some 80 % of companies are using at least some type of first-party information to personalize the customer experience.

    First-party data represents multiple advantages on the UX front, including being relatively simple to collect, more likely to be accurate, and less susceptible to the” creep factor” of third-party data. Therefore, determining which method of data collection is best for your audiences should be a crucial component of your UX strategy. Here are some examples:

    When it comes to recognizing and making decisions about various audiences and their signals, there is a trend of profiling. As user numbers increase in terms of time, confidence, and data volume, it varies more granularly.

    Although some combination of implicit and explicit data is typically required for any implementation ( more commonly known as first party and third-party data ), ML efforts are typically not cost-effective right away. This is because optimization requires a strong data backbone and content repository. These approaches, however, should be taken into account as part of the overall plan and may in fact help to speed up the organization’s progress overall. At this point, you will typically work with key stakeholders and product owners to create a profiling model. The profiling model includes a defining approach to setting up profiles, profile keys, profile cards, and pattern cards. A multi-faceted approach to profiling which makes it scalable.

    Pulling it Together

    The cards serve as the foundation for an inventory of sorts ( we provide blanks for you to tailor your own ), a set of potential levers and motivations for the kind of personalization activities you aspire to deliver, but they are more valuable when grouped together.

    One can begin to chart the entire course of a card’s “hand” from leadership focus to tactical and tactical execution. It serves as the foundation for the workshops that both co-authors have conducted to build a program backlog, which would make a good article topic.

    In the meantime, it is important to note that each colored class of cards is helpful in understanding the range of options that you might have, as well as making specific choices about who will be made these decisions: where, when, and how.

    Lay Down Your Cards

    Any sustainable personalization strategy must consider near, mid and long-term goals. There is simply no “easy button” where a personalization program can be stood up and immediately see meaningful results, even with the leading CMS platforms like Sitecore and Adobe or the most exciting composable CMS DXP out there. That said, there is a common grammar to all personalization activities, just like every sentence has nouns and verbs. These cards attempt to map that territory.

  • User Research Is Storytelling

    User Research Is Storytelling

    I’ve been fascinated by shows since I was a child. I loved the heroes and the excitement—but most of all the stories. I aspired to be an artist. And I backed up the idea that I would get to do the things Indiana Jones did and have interesting activities. I also dreamed up suggestions for videos that my friends and I could render and sun in. But they never advanced more. 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 analysis is story. And you must show a compelling story to entice stakeholders, such as the product team and decision-makers, to learn more in order to get the most out of consumer research.

    Think about your favourite film. More than likely it follows a three-act construction that’s frequently seen in story: the layout, the fight, and the quality. The second act provides an overview of the current events and allows you to understand the characters, their difficulties, and issues. Act two sets the scene for the fight and introduces the action. Here, difficulties grow or get worse. And the solution is the third and final work. The issues are resolved in this area, and the figures grow and change. I believe that this architecture is also a great way to think about customer study, and I think that it can be particularly helpful in explaining person exploration to others.

    Use story as a framework for conducting analysis

    It’s unfortunate to say that many people now view studies as being unprofitable. If finances or timelines are small, analysis tends to be one of the first points to go. Some goods managers rely on designers or, worse, their own mind to make the “right” decisions for users based on their own knowledge or accepted best practices rather than investing in research. That might lead to some clubs getting in the way, but it’s too easy to overlook the real issues facing users. To be user-centered, this is something we really avoid. Design is enhanced by customer research. It provides opportunities and problems while keeping it on record. Being aware of the issues with your product and reacting to them can help you stay away of your competition.

    Each action in the three-act composition corresponds to a specific stage of the process, and each stage is crucial to delivering the full narrative. Let’s take a look at the various functions and how they relate to consumer research.

    Act one: installation

    Fundamental analysis comes in handy because the layout is all about comprehending the background. Foundational research aids in understanding people and identifying their issues ( also known as relational, discovery, or preliminary research ). You’re learning about what exists now, the obstacles people have, and how the problems affect them—just like in the videos. You can conduct contextual inquiries or diary studies ( or both! ) to conduct foundational research. ), which may assist you in identifying both prospects and problems. 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 is it. Provide that one ask. Opened up and spend fifteen minutes listening to them. Do everything in your power to protect both your objectives and yourself. Bam, you’re doing ethnography”. According to Hall, “[This ] will definitely prove quite fascinating. In the unlikely event that you don’t learn anything new or helpful, move on with more self-assurance in your way.

    This makes total sense to me. And I adore how customer research is made so simple. You can simply attract individuals and carry out the recruitment process without having to make a lot of paperwork! 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.

    Jared Spool discusses the significance of basic research and how it should make up the majority of your study. If you can pick from any further user data that you can get your hands on, such as surveys or analytics, that can complement what you’ve heard in the fundamental studies or even time to areas that need more research. All of this information along provides a more in-depth understanding of the state of issues and all of its flaws. 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 heroes and support their success, much like in the movies. And hoped that partners are now doing the same. Their love may be with their company, which could be losing funds because people didn’t complete certain tasks. Or perhaps they feel something for the problems of consumers. In either case, work one serves as your main strategy for piqueing interest and investment from the participants.

    When stakeholders 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 teams become more user-centric. Everyone benefits from this, including the product, stakeholders, and users. It’s like winning an Oscar in movie terms—it often leads to your product being well received and successful. And this might serve as a motivator for stakeholders to carry this out with other goods. Knowing how to tell a good story is the only way to convince stakeholders to care about doing more research, and storytelling is the key to this process.

    This brings us to act two, where you iteratively evaluate a design or concept to see whether it addresses the issues.

    Act two: conflict

    Act two is all about approving the issues you raised in act one. This usually involves directional research, such as usability tests, where you assess a potential solution ( such as a design ) to see whether it addresses the issues that you found. Unmet needs or issues with a flow or process that is causing users to flee could be the causes. More problems will come up in the process, much like in the second act of a film. It’s here that you learn more about the characters as they grow and develop through this act.

    Usability tests should typically consist of five participants, according to Jakob Nielsen, who found that that number of users can typically 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 fifth user, you are wasting your time by observing the same findings repeatedly but not learning much new.”

    The plot may get lost if you try to tell a story with too many characters, which also applies to storytelling. Having fewer participants means that each user’s struggles will be more memorable and easier to relay to other stakeholders when talking about the research. This can help to convey the problems that need to be addressed while also highlighting the significance of conducting initial research.

    Usability tests have been conducted in person for decades, but you can also conduct them remotely using software like Microsoft Teams, Zoom, or other teleconferencing software. This approach has become increasingly popular since the beginning of the pandemic, and it works well. You might consider in-person usability tests like attending a play and remote sessions as more of a movie watching experience. Each has advantages and disadvantages. In-person usability research is a much richer experience. The sessions can be had by stakeholders with other stakeholders. Additionally, you get real-time reactions, including surprises, disagreements, and discussions about 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 conduct usability testing in the real world by creating a replica of the environment where users interact with the product and then conducting your research there. Or you can go out to meet users at their location to do your research. With either option, you can see how things work in context, how things develop, and how conversion can take a completely different turn. 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. Usability tests in person offer a level of detail that is frequently absent from remote testing.

    That doesn’t mean that “movies” —remote sessions—aren’t a good option. Remote sessions can reach a wider audience. They make it possible for much more people to participate in the research and to observe what is happening. 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 identify issues as well as understand why they were initially issues. Furthermore, you can test hypotheses and gauge whether your thinking is correct. By the end of the sessions, you’ll have a much clearer understanding of how useful the designs are and whether or not they fulfill their intended purpose. 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. Sometimes, participants will say unexpected things that alter the way you look at them, which can lead to unexpected turns in the story.

    Unfortunately, user research can occasionally be viewed as unreliable. And too often usability testing is the only research process that some stakeholders think that they ever need. There isn’t much to be gained by conducting usability testing in the first place if the designs you’re evaluating in the usability test aren’t grounded in thorough understanding of your users ( foundational research ). Because you’re narrowing the scope of what you’re receiving feedback on without understanding 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 just feedback on a particular design.

    On the other hand, you won’t know whether the thing you’re building will actually solve that until you only conduct foundational research, even though you might have attempted to solve the problem correctly. This illustrates the importance of doing both foundational and directional research.

    In act two, stakeholders will hopefully be able to observe the user sessions ‘ development, which exposes the conflict and tension in the current design’s 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 the first two acts require an audience, the final act requires that they remain engaged throughout. That means the whole product team, including developers, UX practitioners, business analysts, delivery managers, product managers, and any other stakeholders that have a say in the next steps. It allows the entire team to discuss what’s possible within the project’s constraints, ask questions, and discuss user feedback together. 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.

    This act is primarily told through voiceover with some audience participation. The researcher serves as the narrator, who depicts the issues and what the product’s potential future might look like given what the team has learned. They give the stakeholders their recommendations and their guidance on creating this vision.

    In the Harvard Business Review, Nancy Duarte describes a method for structuring presentations that follow a persuasive narrative. The most effective presenters” set up a conflict that needs to be resolved” using the same methods as great storytellers, Duarte writes. ” That tension helps them persuade the audience to adopt a new mindset or behave differently”.

    This kind of structure is in line with research findings, particularly those from usability tests. It provides evidence for “what is “—the problems that you’ve identified. And your suggestions for how to deal with them are “what could be.” And so forth and 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 create momentum and conversation. And this continues until the end of the session when you’ve wrapped everything up in the conclusion by summarizing the main issues and suggesting a way forward. The part where you make a second or third reference to the main themes or issues or concerns for the product is when you make the denouement of the story. This stage provides stakeholders with the next steps and, hoped, the motivation to take those steps!

    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 encounter both the users and the antagonists ( the issues affecting users ). This is the beginning of the plot. Researchers might employ techniques like contextual inquiry, ethnography, diary studies, surveys, and analytics in act one. These techniques can produce personas, empathy maps, user journeys, and analytics dashboards as output.
      Act two: Next, there’s character development. The protagonists encounter problems and difficulties, which they must overcome, and there is conflict and tension. Researchers might employ heuristics evaluation, usability testing, competitive benchmarking, and other methods in act two. The output of these can include usability findings reports, UX strategy documents, usability guidelines, and best practices.
      Act three: The main characters win, and the audience is shown a better future. Researchers may use techniques like storytelling, presentation decks, 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 only have a small part in the study, but they are significant characters ( in it ). And the stakeholders are the audience. However, the most crucial thing is to create the right narrative and use storytelling to research user stories. By the end, the parties should have a goal and a desire to solve 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. In the end, user research is beneficial for everyone, and all you need to do is pique stakeholders ‘ interest in how the story ends.

  • Storytelling Converts Better Than Sales Tactics Every Time

    Storytelling Converts Better Than Sales Tactics Every Time

    Learn more at Duct Tape Marketing at John Jantsch’s Storytelling Converts Better Than Sales Strategies Every Day.

    David Garfinkel, creator of The Persuasion Story Code and copywriter, is the subject of this season of The Duct Tape Marketing Podcast. David is widely regarded as one of the leading authorities on eloquent conversation, storytelling in advertising, and direct response advertising. His expertise lies in]… ]

    Learn more at Duct Tape Marketing at John Jantsch’s Storytelling Converts Better Than Sales Strategies Every Day.

    David Garfinkel’s The Duct Tape Marketing Radio

    David Garfinkel, a copywriter and author of The Persuasion Story Code, was interviewed in this season of the Duct Tape Marketing Podcast. David is widely regarded as one of the leading authorities on eloquent conversation, storytelling in advertising, and direct response advertising. His area of expertise is in helping companies, marketers, and entrepreneurs create compelling messages that use powerful story to increase sales and customer engagement.

    David explained why selling story is a much more effective strategy than traditional selling techniques during our conversation. Instead of relying on hard-selling, companies can utilize story systems to build trust, friendship, and emotional contacts with their visitors. He also covered the idea of &#8220, stories with a dollar sign, and &#8221, explaining how the right story techniques can increase visitors wedding and eventually increase conversions.

    David Garfinkel’s perspectives on eloquent narrative and sales narrative demonstrate why businesses should concentrate on developing effective storytelling strategies rather than relying on outdated sales tactics. By integrating powerful narratives into advertising strategies, companies may increase audience engagement, develop stronger connections, and drive business growth through traditional storytelling.

    Important Restaurants:

      Persuasion triumphs over aggressive sales tactics: People have a stronger connection with powerful narratives than ferocious sales pitches.

    • Use of advertising copywriting and a compelling narrative framework can reduce objections and bring prospects closer to a sale. Storytelling helps to drive conversions.
    • Empathy in marketing things: Stories that touch on customers ‘ pain factors help foster confidence, and company story strengthens brand loyalty.
    • Case study narrative gives trust – demonstrating real-world achievements through situation study storytelling convinces potential customers and clears any doubts.
    • Companies may change from traditional marketing to persuasion techniques that convey customer values and understanding.

    Chapters:

      ]00: 09 ] Introducing David Garfinkel

    • ]00: 54] Story Systems
    • ]03: 11] What are Persuasion Stories?
    • ]05: 22] How to Make a Conversational Story
    • ]06: 48] Merging Stories and CTAs
    • ]09: 09 ] Using Stories to Get Attention
    • ]12: 39] Mistakes in Storytelling
    • ]13: 28 ] Learning from Your Favorite Books
    • ]15: 30 ] AI in Storytelling
    • ]18: 51] Is There a Formula to Storytelling?

    More About Matt McQueen:

      Test out David Garfinkel&#8217, s Website

    • Connect with David Garfinkel on LinkedIn

    This season of the Duct Tape Marketing Podcast is brought to you by the radio.

    Want to elevate your marketing game? AdCritter pairs Connected TV ads with precise digital retargeting to drive real results. Discover how their full-funnel strategy can help your business grow smarter. Let them know Duct Tape Marketing sent you, and you’ll get a dollar-for-dollar match on your first campaign! Learn more at adcritter.com.

  • Absolute Batman Just Introduced a New Bat-Signal and It’s Perfect

    Absolute Batman Just Introduced a New Bat-Signal and It’s Perfect

    This Batman post contains clues. What defines Batman? As part of the Absolute Universe, the new DC Comics series that reimagines main characters, Total Batman often wrestles with this problem. Bruce Wayne was a hulking part of working-class trend, created by designers Scott Snyder and Nick Dragotta, raised by a solitary mom and without a]…

    Total Batman Only Introduced a New Bat-Signal and It’s Great first appeared on Den of Geek.

    Almost 15 years ago, DreamWorks Animation&#8217, s How To Teach Your Dragon soared into venues. The movie initially appeared to be another odd concept from the animation studio that once played second fiddle to Disney, a la Bee Movie ( 2007 ) or Monsters vs. Aliens ( 2009 ). But, Hollywood quickly learned this was n&#8217, t another decent entry into the Studios library. In fact, How To Drain Your Dragon flew to new creative heights the animation studio hadn&#8217, t seen since Shrek ( 2001 ). &nbsp,

    The picture was an honest-to-goodness smash hit, spawning a series of videos, an active TV series subsidiary, and a plethora of products. There will even be a unit of Universal Studios&#8217, Epic Universe theme park starting this summer. But in fact, How To Teach Your Dragon was an obvious member to get the live-action therapy. This will be the first version of a movie from DreamWorks Animation&#8217, as well as a new chance for Universal Pictures, which adds to that inevitability. And at last the second full trailer for said remake has been released, giving fans a look at the history &#8217, s important events.

    Shrek was unable to dispel any of the Disney Little Brother accusations because they appear to be following Disney’s example in a concept that Mouse House has been using for years. While live-action remakes of Disney’s animated classics have been around for decades, they have had a long, highly criticized revival since Tim Burton’s film Alice in Wonderland debuted in 2010 and#8211, which unexpectedly came out the same month as the year’s first How To Train Your Dragon.

    One of the most highly criticized aspects of Disney’s remakes is that the movies play therefore modestly that the new versions fail to support their existence because they are too similar to their active counterparts. The film emblematic of this epidemic is (ironically ) the most successful of the bunch, The Lion King ( 2019 ). With the exception of one new music amount written for superstar Beyoncé, who voiced Nala in the image, the &#8220, live-action&#8221, The Lion King is a scene-for-scene, and in many cases a shot-for-shot, repeat of the 1994 common. The movie has the feel of a reissue rather than a copy, as if it had a video game title and never a narrative-driven motion picture. &nbsp,

    Of course, the remake will have many of the beloved scenes from the first movie. There might have been protests at Disney World &#8217, s Hollywood Boulevard if some huge occasion had been omitted from The Lion King &#8216, s account. When Mulan ( 2020 ) chose to remove the musical sequences and Mushu the dragon, online Disney fans were in fact vocally disapprove.

    Perhaps for this reason the How To Teach Your Dragon remake&#8217, s advertising has leaned into familiarity, with John Powell&#8217, s broad report serving as a landscape to some of the most cherished moments from the animated image. Hiccup ( now played by Mason Thames ) timidly raises his hand toward Toothless for the first time, feeling the scaly embrace of the once-thought threat of a night fury dragon. Iconography causes bottoms in seats. However, Studios may prevent playing it very safe, or they &#8217, ill run the gambit of having another The Lion King.

    It appears that Dean DeBlois, the writer and director, is also acutely aware of this chance. He co-wrote and directed all three of the favorite animated How to Train Your Dragon shows, and he just revealed to Den of Geek how receptive he is of the numerous live-action sequels of animated movie. The director spoke with our senior editor David Crow about what he might find to be the rigidity in some live-action sequels during a special press presentation about the new movie. So he took on the task of redesigning the beloved night fury with all the other dragons in a much more free-wheeling manner, giving them a more tactile heft and even greater threat, while feeling the call to make sure Toothless looks how audiences remember it. The one glimpse we get of that in the new trailer comes from a far more sinister and gargantuan &#8220, Red Death&#8221, monstrosity attacking the film &#8217, s central Vikings.

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    DeBlois&#8217, words are reassuring as is his passion for this world he has so intimately played a part in creating. If he can see his vision through, perhaps he could land closer to Jon Favreau&#8217, s first Disney remake, The Jungle Book ( 2016 ), which ironically released three years before his less loved The Lion King redo. The Jungle Book is often regarded as one of Disney &#8217, s best live-action adaptations. The film hones in on pivotal moments of the 1967 original, such as &#8220, The Bare Necessities &#8221, and &#8220, I Wan&#8217, na Be Like You &#8221, musical numbers. However, the movie pivots away from the cartoon, establishing an extended backstory, alternative plot threads, and added sequences not found in the 1967 version. It is a genuine adaptation that draws inspiration from its original source material while adding urgency and energy that fit the new medium. &nbsp,

    The footage we saw at the presentation suggests a similarly more in-depth reimagining of Hiccup and Toothless&#8217, island, as well as a grander sense of world-building for this Viking land where dragonriders are recruited from across the globe. However, the most recent How To Train Your Dragon trailer primarily relies on playing a sizzle reel of animated film highlights, this time with realistic CGI graphics. DreamWorks has so far managed to avoid the errors of Disney and the infamous &#8220, Ugly Sonic, &#8221, both of which feature overdesigned characters that detract from viewership, but it is still uncertain whether they will also avoid sticking too closely to the original. &nbsp,

    Based on what we know, the movie attempts to expand the lore of the 98-minute original and explore the motivations of the supporting characters while also exploring the story’s 98-minute original, which is based on DeBlois ‘ ( Nico Parker ) and Hiccup’s ( a different ragtag group of friends being recruited from faraway lands and sailed to Berk, where the film is set ). However, it’s hoped that the 2025 remake will stand out from the 2010 version in many ways. In other words, I hope they are more in tune with The Jungle Book than The Lion King.

    Universal and DreamWorks will decide whether or not to do this, but one can hope they learned from their rival and produce something superior to any Disney remake that comes before it.

    How to Train Your Dragon premieres in theaters on June 13th.

    The post Disney &#8217, s Biggest Mistake Should Be Avoided appeared first on Den of Geek.

  • The Biggest Science Fiction Books of 2025

    The Biggest Science Fiction Books of 2025

    Some sci-fi fans place themselves in a particular camp of speculative fiction they gravitate towards, naming as their friends favorite sub-genres like time travel, place opera, or post-apocalyptic thrillers. However, science fiction doesn’t fit into these neat categories these times, and 2025 is about to demonstrate how the mind of writers in this field always existed.

    The first article on Den of Geek was The Biggest Science Fiction Books of 2025.

    Almost 15 years ago, DreamWorks Animation&#8217, s How To Teach Your Dragon soared into venues. The movie initially appeared to be another odd concept from the animation studio that once played second fiddle to Disney, a la Bee Movie ( 2007 ) or Monsters vs. Aliens ( 2009 ). But, Hollywood quickly learned this was n&#8217, t another decent entry into the Studios library. In fact, How To Drain Your Dragon flew to new creative heights the animation studio hadn&#8217, t seen since Shrek ( 2001 ). &nbsp,

    The picture was an honest-to-goodness smash hit, spawning a series of videos, an active TV series subsidiary, and a plethora of products. There will even be a unit of Universal Studios&#8217, Epic Universe theme park starting this summer. But in fact, How To Teach Your Dragon was an obvious member to get the live-action therapy. This will be the first version of a movie from DreamWorks Animation&#8217, as well as a new prospect for Universal Pictures, which adds to that inevitability. And at last the second full trailer for said remake has been released, giving fans a look at the history &#8217, s important events.

    Shrek was unable to dispel any of the small brother accusations against Disney because they appear to be following Disney’s example in a concept that Mouse House has been using for years. While live-action remakes of Disney’s animated classics have been around for decades, they have had a long, highly criticized revival since Tim Burton’s film Alice in Wonderland debuted in 2010 and#8211, which unexpectedly came out the same month as the year’s first How To Train Your Dragon.

    One of the most highly criticized aspects of Disney &#8217 ;s remakes is that the movies are too similar to their animated counterparts, which leads to a play that is so conservative that the new renditions fail to support their existence. The film emblematic of this epidemic is (ironically ) the most successful of the bunch, The Lion King ( 2019 ). With the exception of one new music amount written for superstar Beyoncé, who voiced Nala in the image, the &#8220, live-action&#8221, The Lion King is a scene-for-scene, and in many cases a shot-for-shot, repeat of the 1994 common. The movie comes off as more of a remix than it does a copy, as if it were a picture game title and not a movie with a narrative bent. &nbsp,

    Of program, many of the favorite scenes from the first movie must be re-released for the copy. There might have been protests at Disney World &#8217, s Hollywood Boulevard if some huge occasion had been omitted from The Lion King &#8216, s history. When Mulan ( 2020 ) chose to remove the musical sequences and Mushu the dragon, online Disney fans were in fact vocally irritated.

    Perhaps for this reason the How To Teach Your Dragon remake&#8217, s advertising has leaned into familiarity, with John Powell&#8217, s broad report serving as a landscape to some of the most cherished moments from the animated image. Hiccup ( now played by Mason Thames ) timidly extends his hand toward Toothless for the first time, feeling the scaly embrace of a once-thought-provoking dragon. Iconography causes butts in seats. However, DreamWorks must avoid playing it too safe, or they &#8217, ll run the gambit of having another The Lion King.

    It appears that Dean DeBlois, the writer and director, is also acutely aware of this risk. He co-wrote and directed all three of the beloved animated How to Train Your Dragon movies, and he recently revealed to Den of Geek how receptive he is of the numerous live-action remakes of animated films. The director spoke with our senior editor David Crow about what he might find to be the rigidity in some live-action sequels during a special press presentation about the new movie. So while he felt the call to remake the beloved night fury with all the other dragons in a much freer hand, giving them a much more tactile heft and even menace, he also felt the need to make sure Toothless looks how audiences remember it. The one glimpse we get of that in the new trailer comes from a far more sinister and gargantuan &#8220, Red Death&#8221, monstrosity attacking the film &#8217, s central Vikings.

    cnx. cmd. push ( function ( ) {cnx ( {playerId:” 106e33c0-3911-473c-b599-b1426db57530″, }). render ( “0270c398a82f44f49c23c16122516796” ), }),

    DeBlois&#8217, words are reassuring as is his passion for this world he has so intimately played a part in creating. If he can see his vision through, perhaps he could land closer to Jon Favreau&#8217, s first Disney remake, The Jungle Book ( 2016 ), which ironically released three years before his less loved The Lion King redo. The Jungle Book is often regarded as one of Disney &#8217, s best live-action adaptations. The film hones in on pivotal moments of the 1967 original, such as &#8220, The Bare Necessities &#8221, and &#8220, I Wan&#8217, na Be Like You &#8221, musical numbers. However, the movie pivots away from the cartoon, establishing an extended backstory, alternative plot threads, and added sequences not found in the 1967 version. It&#8217 is a genuine adaptation that draws inspiration from what was successful while adding urgency and energy that more appropriately fits the new medium. &nbsp,

    The footage presented at the event promises a much bigger reimagining of Hiccup and Toothless&#8217, island, as well as a grander sense of world-building for this Viking land where dragonriders are recruited from across the globe. The most recent How To Train Your Dragon trailer mostly relies on playing a sizzle reel of animated film highlights, this time with realistic CGI graphics. DreamWorks has so far managed to avoid the errors of Disney and the infamous &#8220, Ugly Sonic, &#8221, both of which feature overdesigned characters that detract from viewership, but it is still uncertain whether they will also avoid sticking too closely to the original. &nbsp,

    Based on what we know from the 98-minute original, the film attempts to expand the lore that was admittedly a little thin in the 98-minute original and try to expand the scope of the ragtag group of friends recruited from faraway lands and sailed to Berk, where the pacing is reportedly lacking. However, it’s possible for the creators to find many different ways to make the 2025 remake different from the 2010 version. In other words, they should be able to resemble The Jungle Book more than The Lion King.

    Universal and DreamWorks will decide whether or not to do this, but one can hope they learned from their rival and produce something superior to any Disney remake that comes before it.

    On June 13, How to Train Your Dragon will be available in theaters.

    The post Disney &#8217, s Biggest Mistake Should Be Avoided appeared first on Den of Geek.

  • Watson Is More Faithful to Sherlock Holmes and Arthur Conan Doyle Than You Think

    Watson Is More Faithful to Sherlock Holmes and Arthur Conan Doyle Than You Think

    This Watson post contains clues. If you’ve heard anything at all about the innovative CBS medical-mystery set Watson, it’s likely that it’s related to another Sherlock Holmes-inspired health series, House. However, Watson and House are only superficial at best because they are not original [ …] [ …][ …]

    On Den of Geek, a post called Watson Is More Honest Than You Think About Sherlock Holmes and Arthur Conan Doyle first appeared.

    Almost 15 years ago, DreamWorks Animation&#8217, s How To Teach Your Dragon soared into venues. The movie initially appeared to be another odd concept from the animation studio that once played second fiddle to Disney, a la Bee Movie ( 2007 ) or Monsters vs. Aliens ( 2009 ). But, Hollywood quickly learned this was n&#8217, t another decent entry into the Studios library. In fact, How To Drain Your Dragon flew to new creative heights the animation studio hadn&#8217, t seen since Shrek ( 2001 ). &nbsp,

    The picture was an honest-to-goodness smash hit, spawning a series of videos, an active TV series subsidiary, and a plethora of products. There will even be a tree of Universal Studios&#8217, Epic Universe theme park starting this summer. But in fact, How To Teach Your Dragon was an obvious member to get the live-action therapy. This will be the first copy of a movie from DreamWorks Animation&#8217, as well as a new chance for Universal Pictures, which adds to that inevitability. And at last the second full trailer for said remake has been released, giving fans a look at the history &#8217, s important events.

    Studios was unable to dispel any of the Disney Little Brother accusations because they appear to be following Disney’s example in a concept that Mouse House has been using for years. While live-action remakes of Disney’s animated classics have been around for decades, they have had a long, highly criticized revival since Tim Burton’s film Alice in Wonderland debuted in 2010 and#8211, which ironically came out the same month as the year’s first How To Train Your Dragon.

    One of the most highly criticized aspects of Disney’s remakes is that the movies play therefore cautiously that the new renditions fail to support their existence because they are too similar to their lively counterparts. The film emblematic of this epidemic is (ironically ) the most successful of the bunch, The Lion King ( 2019 ). With the exception of one new music amount written for superstar Beyoncé, who voiced Nala in the image, the &#8220, live-action&#8221, The Lion King is a scene-for-scene, and in many cases a shot-for-shot, repeat of the 1994 common. The movie has the feel of a remix rather than a version, as if it had a video game title and never a narrative-driven motion picture. &nbsp,

    Of program, many of the favorite scenes from the first movie must be re-released for the copy. There might have been protests at Disney World &#8217, s Hollywood Boulevard if some huge occasion had been omitted from The Lion King &#8216, s account. When Mulan ( 2020 ) decided to axe the musical sequences and Mushu the dragon, online Disney fans were in fact vocally upset.

    Perhaps for this reason the How To Teach Your Dragon remake&#8217, s advertising has leaned into familiarity, with John Powell&#8217, s broad report serving as a landscape to some of the most cherished moments from the animated image. Hiccup ( now played by Mason Thames ) timidly raises his hand toward Toothless for the first time, feeling the scaly embrace of the once-thought threat of a night fury dragon. Chairs have butts caused by imagery. However, Studios may prevent playing it too safe, or they &#8217, ill work the strategy of having another The Lion King.

    It appears that Dean DeBlois, the writer and director, is also acutely aware of this chance. He co-wrote and directed all three of the favorite animated How to Train Your Dragon shows, and he just revealed to Den of Geek how receptive he is of the numerous live-action sequels of animated movie. The director spoke with our older director David Crow about what he might find to be the strength in some live-action sequels during a special press meeting about the new movie. But while he felt the call to remake the dearest night fury with all the other dragons in a far freer hand, giving them a much more tactile heft and also menace, he also felt the need to make sure Toothless looks how audiences remember it. The one picture we get of that in the new video comes from a far more sinister and gigantic &#8220, Red Death&#8221, monster attacking the picture &#8217, s main Vikings.

    cnx. cmd. push ( function ( ) {cnx ( {playerId:” 106e33c0-3911-473c-b599-b1426db57530″, }). render ( “0270c398a82f44f49c23c16122516796” ), }),

    DeBlois&#8217, words are reassuring as is his passion for this world he has so intimately played a part in creating. If he can see his vision through, perhaps he could land closer to Jon Favreau&#8217, s first Disney remake, The Jungle Book ( 2016 ), which ironically released three years before his less loved The Lion King redo. The Jungle Book is often regarded as one of Disney &#8217, s best live-action adaptations. The film hones in on pivotal moments of the 1967 original, such as &#8220, The Bare Necessities &#8221, and &#8220, I Wan&#8217, na Be Like You &#8221, musical numbers. However, the movie pivots away from the cartoon, establishing an extended backstory, alternative plot threads, and added sequences not found in the 1967 version. It is a genuine adaptation that draws inspiration from its original work while adding urgency and energy that fit the new medium. &nbsp,

    The presentation’s footage suggests a much more in-depth exploration of Hiccup and Toothless&#8217, island, as well as a grander sense of world-building for this Viking land where dragonriders are recruited from across the globe. However, the most recent How To Train Your Dragon trailer primarily relies on playing a sizzle reel of animated film highlights, this time with realistic CGI graphics. DreamWorks has so far managed to avoid the errors of Disney and the infamous &#8220, Ugly Sonic, &#8221, both of which feature overdesigned characters that detract from viewership, but it is still uncertain whether they will also avoid sticking too closely to the original. &nbsp,

    Based on what we know from the 98-minute original, the film attempts to expand the lore that was admittedly a little thin in the 98-minute original and try to expand the scope of the ragtag group of friends recruited from faraway lands and sailed to Berk, where the pacing is reportedly lacking. However, it’s possible for the creators to find many different ways to make the 2025 remake different from the 2010 version. In other words, they should be more in line with The Jungle Book than The Lion King.

    Universal and DreamWorks will decide whether or not to do this, but one can hope they learned something from their rival and produced a film that stands out above any Disney remake before it.

    How to Train Your Dragon premieres in theaters on June 13th.

    The post Disney &#8217, s Biggest Mistake Should Be Avoided appeared first on Den of Geek.

  • New Video Game Releases 2025: Nintendo, PlayStation, Xbox, Steam, PC

    New Video Game Releases 2025: Nintendo, PlayStation, Xbox, Steam, PC

    The biggest approaching activities of 2025 makes 2024 seem like an even slower time for new releases. More and more significant titles are dropping in batches during some of the years as the common development time for games increases. Like 2023 before it, 2025 is going to be one ]… ]

    The article New Video Game Releases 2025: Nintendo, PlayStation, Xbox, Steam, Computer appeared first on Den of Geek.

    Almost 15 years ago, DreamWorks Animation&#8217, s How To Teach Your Dragon soared into cinemas. The movie initially appeared to be another odd concept from the animation studio that once played second fiddle to Disney, a la Bee Movie ( 2007 ) or Monsters vs. Aliens ( 2009 ). But, Hollywood quickly learned this was n&#8217, t another decent entry into the Studios catalog. In fact, How To Drain Your Dragon flew to new creative heights the animation studio hadn&#8217, t seen since Shrek ( 2001 ). &nbsp,

    The picture was an honest-to-goodness smash hit, spawning a series of videos, an active TV series subsidiary, and a plethora of products. There will even be a tree of Universal Studios&#8217, Epic Universe theme park starting this summer. But in fact, How To Teach Your Dragon was an obvious member to get the live-action therapy. This will be the first version of a movie from DreamWorks Animation&#8217, as well as a new prospect for Universal Pictures, which adds to that inevitability. And at last the second full trailer for said remake has been released, giving fans a look at the history &#8217, s important events.

    Studios was unable to dispel any of the Disney Little Brother accusations because they appear to be following Disney’s example in a concept that Mouse House has been using for years. While live-action remakes of Disney’s animated classics have been around for decades, they have had a long, highly criticized revival since Tim Burton’s film Alice in Wonderland debuted in 2010 and#8211, which ironically came out the same month as the year’s first How To Train Your Dragon.

    One of the most highly criticized aspects of Disney’s remakes is that the movies play therefore modestly that the new renditions fail to support their existence because they are too similar to their lively counterparts. The film emblematic of this epidemic is (ironically ) the most successful of the bunch, The Lion King ( 2019 ). With the exception of one new music amount written for superstar Beyoncé, who voiced Nala in the image, the &#8220, live-action&#8221, The Lion King is a scene-for-scene, and in many cases a shot-for-shot, repeat of the 1994 common. The movie has the feel of a remix rather than a version, as if it had a video game title and never a narrative-driven motion picture. &nbsp,

    Of program, many of the favorite scenes from the first movie must be re-released for the copy. There might have been protests at Disney World &#8217, s Hollywood Boulevard if some huge occasion had been omitted from The Lion King &#8216, s history. When Mulan ( 2020 ) chose to remove the musical sequences and Mushu the dragon, online Disney fans were in fact vocally irritated.

    Perhaps for this reason the How To Teach Your Dragon remake&#8217, s advertising has leaned into familiarity, with John Powell&#8217, s broad report serving as a landscape to some of the most cherished moments from the animated image. Hiccup ( now played by Mason Thames ) timidly extends his hand toward Toothless for the first time, feeling the scaly embrace of a once-thought-provoking dragon. Iconography causes bottoms in seats. However, Studios may prevent playing it very safe, or they &#8217, ill run the gambit of having another The Lion King.

    It appears that Dean DeBlois, the writer and director, is also acutely aware of this chance. He co-wrote and directed all three of the favorite animated How to Train Your Dragon shows, and he just revealed to Den of Geek how receptive he is of the numerous live-action sequels of animated movie. The director spoke with our senior editor David Crow about what he might find to be the rigidity in some live-action sequels during a special press meeting about the new movie. So he took on the task of redesigning the beloved night fury with all the other dragons in a much more free-wheeling manner, giving them a more tactile heft and even greater threat, while feeling the call to make sure Toothless looks how audiences remember it. The one glimpse we get of that in the new trailer comes from a far more sinister and gargantuan &#8220, Red Death&#8221, monstrosity attacking the film &#8217, s central Vikings.

    cnx. cmd. push ( function ( ) {cnx ( {playerId:” 106e33c0-3911-473c-b599-b1426db57530″, }). render ( “0270c398a82f44f49c23c16122516796” ), }),

    DeBlois&#8217, words are reassuring as is his passion for this world he has so intimately played a part in creating. If he can see his vision through, perhaps he could land closer to Jon Favreau&#8217, s first Disney remake, The Jungle Book ( 2016 ), which ironically released three years before his less loved The Lion King redo. The Jungle Book is often regarded as one of Disney &#8217, s best live-action adaptations. The film hones in on pivotal moments of the 1967 original, such as &#8220, The Bare Necessities &#8221, and &#8220, I Wan&#8217, na Be Like You &#8221, musical numbers. However, the movie pivots away from the cartoon, establishing an extended backstory, alternative plot threads, and added sequences not found in the 1967 version. It is a genuine adaptation that draws inspiration from its original work while adding urgency and energy that fit the new medium. &nbsp,

    The footage presented at the event promises a much bigger reimagining of Hiccup and Toothless&#8217, island, as well as a grander sense of world-building for this Viking land where dragonriders are recruited from across the globe. However, the most recent How To Train Your Dragon trailer primarily relies on playing a sizzle reel of animated film highlights, this time with realistic CGI graphics. DreamWorks has so far managed to avoid the errors of Disney and the infamous &#8220, Ugly Sonic, &#8221, both of which feature overdesigned characters that detract from viewership, but it is still uncertain whether they will also avoid sticking too closely to the original. &nbsp,

    Based on what we know from the 98-minute original, the film attempts to expand the lore that was admittedly a little thin in the 98-minute original and try to expand the scope of the ragtag group of friends recruited from faraway lands and sailed to Berk, where the pacing is reportedly lacking. However, it’s hoped that the 2025 remake will stand out from the 2010 version in many ways. In other words, I hope they are more in tune with The Jungle Book than The Lion King.

    One can hope Universal and DreamWorks learned from their rival and produce something superior to any Disney remake before it, but it’s still up to them to decide whether or not to do this.

    On June 13, How to Train Your Dragon will be available in theaters.

    The post Disney &#8217, s Biggest Mistake Should Be Avoided appeared first on Den of Geek.