Category: Blog

The personalization space is real, between the dream of getting it right and the worry of it going wrong ( like when we encounter “persofails” similar to a company’s constant plea to regular people to purchase additional bathroom seats ). It’s an particularly confusing place to be a modern professional without a map, a map, or a strategy.

There are no Lonely Planet and some tour guides for those of you who want to personalize because powerful customisation is so dependent on each group’s talent, technology, and market position.

But you can ensure that your group has packed its carriers reasonably.

There’s a DIY method to increase your chances for victory. You’ll at least at least disarm your boss ‘ irrational exuberance. Before the group you’ll need to properly plan.

It’s known as prepersonalization.

Behind the song

Take into account the DJ have on Spotify, which was introduced last month.

We’re used to seeing the polished final outcome of a personalization have. A personal have had to be conceived, budgeted, and prioritized before the year-end prize, the making-of-backstory, or the behind-the-scenes success chest. Before any customisation have goes live in your product or service, it lives amid a delay of valuable ideas for expressing consumer experiences more automatically.

So how do you decide where to position your personalisation wagers? How do you design regular interactions that didn’t journey up users or—worse—breed mistrust? We’ve found that for many well-known budgeted programs to support their continued investments, they initially required one or more workshops to join vital technologies users and stakeholders. Make it count.

We’ve closely monitored the same evolution with our consumers, from major software to young companies. In our experience with working on small and large personalization work, a program’s best monitor record—and its capacity to weather tough questions, work steadily toward shared answers, and manage its design and engineering efforts—turns on how successfully these prepersonalization activities play out.

Effective workshops consistently save time, money, and overall well-being by separating successful future endeavors from unsuccessful ones.

A personalization practice involves a multiyear effort of testing and feature development. Your tech stack is not experiencing a switch-flip. It’s best managed as a backlog that often evolves through three steps:

1. customer experience optimization ( CXO, also known as A/B testing or experimentation )
2. always-on automations ( whether rules-based or machine-generated )
3. mature features or standalone product development ( like Spotify’s DJ experience )?

This is why we created our progressive personalization framework and why we’re field-testing an accompanying deck of cards: we believe that there’s a base grammar, a set of “nouns and verbs” that your organization can use to design experiences that are customized, personalized, or automated. These cards are not necessary for you. But we strongly recommend that you create something similar, whether that might be digital or physical.

Set the timer for the kitchen.

How long does it take to cook up a prepersonalization workshop? The activities we suggest including during the assessment can ( and frequently do ) last for weeks. For the core workshop, we recommend aiming for two to three days. Here are a summary of our broad approach and information on the most crucial first-day activities.

The full arc of the wider workshop is threefold:

Kickstart: This specifies the terms of engagement as you concentrate on the potential, the readiness and drive of your team, and your leadership.
1. Plan your work: This is the heart of the card-based workshop activities where you specify a plan of attack and the scope of work.
2. Work your plan: This stage consists of making it possible for team members to individually pitch their own pilots that each include a proof-of-concept project, business case, and operating model.

Give yourself at least a day, split into two large time blocks, to power through a concentrated version of those first two phases.

Kickstart: Apt your appetite

We call the first lesson the “landscape of connected experience“. It looks at the possibilities for personalization in your organization. A connected experience, in our parlance, is any UX requiring the orchestration of multiple systems of record on the backend. A marketing-automation platform and a content-management system could be used together. It could be a digital-asset manager combined with a customer-data platform.

Give examples of connected experience interactions that you admire, find familiar, or even dislike, as examples of consumer and business-to-business examples. This should cover a representative range of personalization patterns, including automated app-based interactions ( such as onboarding sequences or wizards ), notifications, and recommenders. These cards contain a catalog, which we have. Here’s a list of 142 different interactions to jog your thinking.

The table must be set up for this. What are the possible paths for the practice in your organization? Here’s a long-form primer and a strategic framework for a broader view.

Assess each example that you discuss for its complexity and the level of effort that you estimate that it would take for your team to deliver that feature ( or something similar ). In our cards, we break down connected experiences into five categories: functions, features, experiences, complete products, and portfolios. Size your own build here. This will help to draw attention to both the benefits of ongoing investment and the difference between what you currently offer and what you intend to deliver in the future.

Next, have your team plot each idea on the following 2×2 grid, which lays out the four enduring arguments for a personalized experience. This is crucial because it emphasizes how personalization can affect your own ways of working as well as your external customers. It’s also a reminder ( which is why we used the word argument earlier ) of the broader effort beyond these tactical interventions.

Each team member should decide where their focus should be placed for your product or service. Naturally, you can’t prioritize all of them. Here, the goal is to show how various departments may view their own benefits from the effort, which can vary from one department to the next. Documenting your desired outcomes lets you know how the team internally aligns across representatives from different departments or functional areas.

The third and final Kickstart activity is about filling in the personalization gap. Is your customer journey well documented? Will compliance with data and privacy be a significant challenge? Do you have content metadata needs that you have to address? ( We’re pretty sure you do; it’s just a matter of recognizing the need’s magnitude and its solution. ) In our cards, we’ve noted a number of program risks, including common team dispositions. For instance, our Detractor card lists six intractable stakeholder attitudes that prevent progress.

Effectively collaborating and managing expectations is critical to your success. Consider the potential obstacles to your progress in the future. Press the participants to name specific steps to overcome or mitigate those barriers in your organization. As research has shown, personalization initiatives face a number of common obstacles.

At this point, you’ve hopefully discussed sample interactions, emphasized a key area of benefit, and flagged key gaps? Good, you’re ready to go on.

Hit that test kitchen

Next, let’s take a look at what you’ll need to create personalization recipes. Personalization engines, which are robust software suites for automating and expressing dynamic content, can intimidate new customers. Their capabilities are broad and potent, and they give you a variety of ways to organize your company. This presents the question: Where do you begin when you’re configuring a connected experience?

The key here is to avoid treating the installed software like some imagined kitchen from a fantasy remodeling project ( as one of our client executives humorously put it ). These software engines are more like test kitchens where your team can begin devising, tasting, and refining the snacks and meals that will become a part of your personalization program’s regularly evolving menu.

Over the course of the workshop, the ultimate menu of the prioritized backlog will come together. And creating “dishes” is the way that you’ll have individual team stakeholders construct personalized interactions that serve their needs or the needs of others.

The dishes will be made using recipes that have predetermined ingredients.

Verify your ingredients

You’ll ensure that you have everything you need to create your desired interaction ( or that you can determine what needs to be added to your pantry like a good product manager ) and that you have validated with the right stakeholders present. These ingredients include the audience that you’re targeting, content and design elements, the context for the interaction, and your measure for how it’ll come together.

This doesn’t just involve identifying requirements. Documenting your personalizations as a series of if-then statements lets the team:

1. compare findings to a common strategy for developing features, similar to how artists paint with the same color palette,
2. specify a consistent set of interactions that users find uniform or familiar,
3. and establish parity among performance indicators and key performance indicators as well.

This helps you streamline your designs and your technical efforts while you deliver a shared palette of core motifs of your personalized or automated experience.

Create a recipe.

What ingredients are important to you? Consider the construct of a who-what-when-why

• Who are your key audience segments or groups?
• What content, what design elements, and under what circumstances will you give them?
• And for which business and user benefits?

Five years ago, we created these cards and card categories. We regularly play-test their fit with conference audiences and clients. And there are still fresh possibilities. But they all follow an underlying who-what-when-why logic.

In the cards in the accompanying photo below, you can typically follow along with right to left in three examples of subscription-based reading apps.

1. Nurture personalization: When a guest or an unknown visitor interacts with a product title, a banner or alert bar appears that makes it easier for them to encounter a related title they may want to read, saving them time.
2. Welcome automation: An email is sent when a newly registered user is a subscriber and is able to highlight the breadth of the content catalog.
3. Winback automation: Before their subscription lapses or after a recent failed renewal, a user is sent an email that gives them a promotional offer to suggest that they reconsider renewing or to remind them to renew.

A good preworkshop activity might be to consider a first draft of what these cards might be for your organization, though we’ve also found that cocreating the recipes themselves can sometimes help this process. Start with a set of blank cards, and begin labeling and grouping them through the design process, eventually distilling them to a refined subset of highly useful candidate cards.

The workshop’s later stages, which shift from focusing on cookbooks to focusing on customers, might seem more nuanced. Individual” cooks” will pitch their recipes to the team, using a common jobs-to-be-done format so that measurability and results are baked in, and from there, the resulting collection will be prioritized for finished design and delivery to production.

Better architecture is necessary for better kitchens.

Simplifying a customer experience is a complicated effort for those who are inside delivering it. Beware of anyone who contradicts your advice. With that being said,” Complicated problems can be hard to solve, but they are addressable with rules and recipes“.

A team overfitting: they aren’t designing with their best data, is what causes personalization to become a laugh line. Like a sparse pantry, every organization has metadata debt to go along with its technical debt, and this creates a drag on personalization effectiveness. For instance, your AI’s output quality is in fact impacted by your IA. Spotify’s poster-child prowess today was unfathomable before they acquired a seemingly modest metadata startup that now powers its underlying information architecture.

You can withstand the heat without a doubt.

Personalization technology opens a doorway into a confounding ocean of possible designs. Only a deliberate and cooperative approach will produce the desired outcome. So banish the dream kitchen. Instead, head to the test kitchen to save time, preserve job security, and avoid imagining the creative concepts that come from your organization’s masters. There are meals to serve and mouths to feed.

This framework of the workshop gives you a strong chance at long-term success as well as solid ground. Wiring up your information layer isn’t an overnight affair. However, you’ll have solid ground for success if you use the same cookbook and the same recipes. We designed these activities to make your organization’s needs concrete and clear, long before the hazards pile up.

Although there are associated costs associated with purchasing this kind of technology and product design, your time well spent is on sizing up and confronting your unique situation and digital skills. Don’t squander it. The pudding is the proof, as they say.

The same holds true for those of us who are currently employed in design and development. Having worked on the web for about three years at this point, I’ve seen the typical wax and wane of concepts, strategies, and systems. Every day we as developers and designers re-enter a routine pattern, a brand-new concept or technology emerges to shake things up and completely alter our world.

How we got below

I built my first website in the mid-’90s. Design and development on the web back then was a free-for-all, with few established norms. For any layout aside from a single column, we used table elements, often with empty cells containing a single pixel spacer GIF to add empty space. We styled text with numerous font tags, nesting the tags every time we wanted to vary the font style. And we had only three or four typefaces to choose from: Arial, Courier, or Times New Roman. When Verdana and Georgia came out in 1996, we rejoiced because our options had nearly doubled. The only safe colors to choose from were the 216 “web safe” colors known to work across platforms. The few interactive elements (like contact forms, guest books, and counters) were mostly powered by CGI scripts (predominantly written in Perl at the time). Achieving any kind of unique look involved a pile of hacks all the way down. Interaction was often limited to specific pages in a site.

The development of online standards

At the turn of the century, a new cycle started. Crufty code littered with table layouts and font tags waned, and a push for web standards waxed. Newer technologies like CSS got more widespread adoption by browsers makers, developers, and designers. This shift toward standards didn’t happen accidentally or overnight. It took active engagement between the W3C and browser vendors and heavy evangelism from folks like the Web Standards Project to build standards. A List Apart and books like Designing with Web Standards by Jeffrey Zeldman played key roles in teaching developers and designers why standards are important, how to implement them, and how to sell them to their organizations. And approaches like progressive enhancement introduced the idea that content should be available for all browsers—with additional enhancements available for more advanced browsers. Meanwhile, sites like the CSS Zen Garden showcased just how powerful and versatile CSS can be when combined with a solid semantic HTML structure.

Server-side language like PHP, Java, and.NET took Perl as the primary back-end computers, and the cgi-bin was tossed in the garbage bin. With these improved server-side software, the first period of internet programs started with content-management techniques (especially those used in blogs like Blogger, Grey Matter, Movable Type, and WordPress ) In the mid-2000s, AJAX opened gates for sequential interaction between the front end and back close. Websites now no longer needed to reload their pages ‘ content. A grain of Script frameworks like Prototype, YUI, and ruby arose to aid developers develop more credible client-side conversation across browsers that had wildly varying levels of standards support. Techniques like image replacement enable skilled designers and developers to display fonts of their choosing. And technologies like Flash made it possible to add animations, games, and even more interactivity.

These new methods, standards, and technologies greatly reenergized the sector. Web design flourished as designers and developers explored more diverse styles and layouts. However, we still relied heavily on hacks. Early CSS was a huge improvement over table-based layouts when it came to basic layout and text styling, but its limitations at the time meant that designers and developers still relied heavily on images for complex shapes ( such as rounded or angled corners ) and tiled backgrounds for the appearance of full-length columns (among other hacks ). All kinds of nested floats or absolute positioning ( or both ) were necessary for complicated layouts. Flash and image replacement for custom fonts was a great start toward varying the typefaces from the big five, but both hacks introduced accessibility and performance problems. And JavaScript libraries made it simple for anyone to add a dash of interaction to pages, even at the expense of double, even quadrupling, the download size of basic websites.

The web as software platform

The balance between the front end and the back end continued to improve, leading to the development of the current web application era. Between expanded server-side programming languages ( which kept growing to include Ruby, Python, Go, and others ) and newer front-end tools like React, Vue, and Angular, we could build fully capable software on the web. Along with these tools, there were additional options, such as collaborative build automation, collaborative version control, and shared package libraries. What was once primarily an environment for linked documents became a realm of infinite possibilities.

Mobile devices increased in their capabilities as well, and they gave us access to the internet while we were traveling. Mobile apps and responsive design opened up opportunities for new interactions anywhere and any time.

This fusion of potent mobile devices and potent development tools contributed to the growth of social media and other centralized tools for user interaction and consumption. As it became easier and more common to connect with others directly on Twitter, Facebook, and even Slack, the desire for hosted personal sites waned. Social media made connections on a global scale, with both positive and negative outcomes.

Want a much more extensive history of how we got here, with some other takes on ways that we can improve? ” Of Time and the Web” was written by Jeremy Keith. Or check out the” Web Design History Timeline” at the Web Design Museum. A fun tour of” Internet Artifacts” is also available from Neal Agarwal.

Where we are now

It seems like we’ve been at a new significant inflection point over the past couple of years. As social-media platforms fracture and wane, there’s been a growing interest in owning our own content again. There are many different ways to create websites, from the tried-and-true classic of hosting plain HTML files to static site generators to content management systems of all kinds. The fracturing of social media also comes with a cost: we lose crucial infrastructure for discovery and connection. The IndieWeb‘s Webmentions, RSS, ActivityPub, and other tools can assist with this, but they’re still largely underdeveloped and difficult to use for the less geeky. We can build amazing personal websites and add to them regularly, but without discovery and connection, it can sometimes feel like we may as well be shouting into the void.

Especially with efforts like Interop, browser support for CSS, JavaScript, and other standards like web components has increased. New technologies gain support across the board in a fraction of the time that they used to. When I first learn about a new feature, I frequently discover that its coverage is already over 80 % when I check the browser support. Nowadays, the barrier to using newer techniques often isn’t browser support but simply the limits of how quickly designers and developers can learn what’s available and how to adopt it.

We can prototype almost any idea today with just a few commands and a few lines of code. All the tools that we now have available make it easier than ever to start something new. However, as we upgrade and maintain these frameworks, we eventually pay the upfront costs that these frameworks may initially save in terms of our technical debt.

If we rely on third-party frameworks, adopting new standards can sometimes take longer since we may have to wait for those frameworks to adopt those standards. These frameworks, which previously made it easier to adopt new techniques sooner, have since evolved into obstacles. These same frameworks often come with performance costs too, forcing users to wait for scripts to load before they can read or interact with pages. And when scripts fail ( whether due to poor code, network issues, or other environmental factors ), users frequently have no choice but to use blank or broken pages.

Where do we go from here?

Hacks of today help to shape standards for tomorrow. And there’s nothing inherently wrong with embracing hacks —for now—to move the present forward. Problems only arise when we refuse to acknowledge that they are hacks or when we choose not to replace them. So what can we do to create the future we want for the web?

Build for the long haul. Optimize for performance, for accessibility, and for the user. weigh the costs of those user-friendly tools. They may make your job a little easier today, but how do they affect everything else? What is the cost to the users? To future developers? To adoption of standards? Sometimes the convenience may be worth it. It’s occasionally just a hack that you’ve gotten used to. And sometimes it’s holding you back from even better options.

Start with the basics. Standards continue to evolve over time, but browsers have done a remarkably good job of continuing to support older standards. Not all third-party frameworks are the same. Sites built with even the hackiest of HTML from the’ 90s still work just fine today. The same can’t be said about websites created with frameworks even after a few years.

Design with care. Consider the effects of each choice, whether your craft is code, pixels, or processes. The convenience of many a modern tool comes at the cost of not always understanding the underlying decisions that have led to its design and not always considering the impact that those decisions can have. Use the time saved by modern tools to consider more carefully and design with consideration rather than rush to “move fast and break things”

Always be learning. If you constantly learn, you also develop. Sometimes it may be hard to pinpoint what’s worth learning and what’s just today’s hack. Even if you were to concentrate solely on learning standards, you might end up focusing on something that won’t matter next year. ( Remember XHTML? ) However, ongoing learning opens up new connections in your brain, and the techniques you learn in one day may be used to guide different experiments in the future.

Play, experiment, and be weird! The ultimate experiment is this web that we’ve created. It’s the single largest human endeavor in history, and yet each of us can create our own pocket within it. Be brave and try something new. Build a playground for ideas. In your own bizarre science lab, perform bizarre experiments. Start your own small business. There has never been a place where we have more room to be creative, take risks, and discover our potential.

Share and amplify. As you play, experiment, and learn, share what has worked for you. Write on your own website, post on whichever social media site you prefer, or shout it from a TikTok. Write something for A List Apart! But take the time to amplify others too: find new voices, learn from them, and share what they’ve taught you.

Make a move and make it happen.

As designers and developers for the web ( and beyond ), we’re responsible for building the future every day, whether that may take the shape of personal websites, social media tools used by billions, or anything in between. Let’s give everything we produce a positive vibe by infusing our values into everything we do. Create that thing that only you are uniquely qualified to make. Then share it, improve it, re-use it, or create something new. Learn. Make. Share. Grow. Rinse and repeat. Everything will change whenever you believe you’ve mastered the web.

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 produce real, positive impacts on people with disabilities. I want to take some time to talk about what’s possible in hope that we’ll get there one day. I’m no saying that there aren’t real challenges or pressing problems with AI that need to be addressed; there are.

Other words

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

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

If we can specifically 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 clarify which situations require image descriptions, and it will increase authors ‘ effectiveness in making their sites more visible.

While complex images—like graphs and charts—are challenging to describe in any sort of succinct way ( even for humans ), the image example shared in the GPT4 announcement points to an interesting opportunity as well. Let’s say you came across a map that was simply the name of the table and the type of visualization it was: Pie table comparing smartphone use to have phone use among 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. ) If your browser knew that that image was a pie chart ( because an onboard model concluded this ), imagine a world where users could ask questions like these about the graphic:

• Do more people use feature phones or smartphones?
• How many more?
• Is there a group of people that don’t fall into either of these buckets?
• What number is that?

For a moment, the chance to learn more about images and data in this way could be revolutionary for people who are blind and low vision as well as for those with various forms of color blindness, cognitive disabilities, and other issues. Putting aside the realities of large language model ( LLM) hallucinations. It could also be useful in educational contexts to help people who can see these charts, as is, to understand the data in the 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 transpose the colors of the different lines to work better for form of color blindness you have? What if you asked it to switch colors in favor of patterns? That seems like a possibility given the chat-based interfaces and our current ability to manipulate images in today’s AI tools.

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

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 how search engines can foster racism, I believe it’s equally true that all computer models have the potential to foster conflict, prejudice, and intolerance. Whether it’s Twitter always showing you the latest tweet from a bored billionaire, YouTube sending us into a Q-hole, or Instagram warping our ideas of what natural bodies look like, we know that poorly authored and maintained algorithms are incredibly harmful. Many of these are the result of a lack of diversity in the people who create and build them. There is still a lot of potential for algorithm development when these platforms are built with inclusive features in mind.

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

When more people with disabilities are involved in the development of algorithms, this can lower the likelihood that these algorithms will harm their communities. Diverse teams are crucial because of this.

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

Other ways that AI can assist people with disabilities

If I weren’t attempting to combine this with other tasks, I’m sure I could go on and on, giving various examples of how AI could be used 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 been aware of the voice-prescribing options from Microsoft, Acapela, or others, or you may have seen the VALL-E paper or Apple’s announcement for Global Accessibility Awareness Day. It’s possible to train an AI model to replicate your voice, which can be a tremendous boon for people who have ALS ( Lou Gehrig’s disease ) or motor-neuron disease or other medical conditions that can lead to an inability to talk. This technology can also be used to create audio deepfakes, so we need to approach it responsibly, but the technology has truly transformative potential.
• Voice recognition. Researchers like those in the Speech Accessibility Project are paying people with disabilities for their help in collecting recordings of people with atypical speech. As I type, they are actively recruiting people with Parkinson’s and related conditions, and they intend to expand this to other conditions as the project develops. More people with disabilities will be able to use voice assistants, dictation software, and voice-response services, as well as to use only their voices to control computers and other devices, according to this research.
• Text transformation. The most recent generation of LLMs is quite capable of changing existing text without giving off hallucinations. This is incredibly empowering for those who have cognitive disabilities and who may benefit from text summaries or simplified versions, or even text that has been prepared for bionic reading.

The importance of diverse teams and data

We must acknowledge that our differences matter. The intersections of the identities we exist in have an impact on our lived experiences. These lived experiences—with all their complexities ( and joys and pain ) —are valuable inputs to the software, services, and societies that we shape. Our differences must be reflected in the data we use to develop new models, and those who provide it need to be compensated for doing so. More robust models are produced by inclusive data sets, which promote more justifiable 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 non-binary language model? You may be able to use existing data sets to build a filter that can intercept and remediate ableist language before it reaches readers. Despite this, AI models won’t soon replace human copy editors when it comes to sensitivity reading.

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

I have no doubts about how dangerous AI will be for people today, tomorrow, and for the rest of the world. However, I also think that we can acknowledge this and make thoughtful, thoughtful, 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 supporting the development of this article, Ashley Bischoff for providing me with invaluable editorial support, and, of course, Joe Dolson for the prompt.

I have a creative side. What I do is alchemy. It is a secret. I prefer to let it be done through me rather than through me.

I am imaginative. This brand is never appropriate for all creatives. No everyone see themselves in this manner. Some innovative people incorporate technology into their work. That is their perception, and I regard it. Perhaps I have a little bit of fear for them. However, my method is different; my becoming is unique.

It distracts one to apologize and qualify in progress. My mind uses that to destroy me. I’ll leave it alone for today. I may regret and be qualified at any time. after I’ve said what I should have. which is sufficient.

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

Sometimes it does go that method. Maybe what I need to make arrives in a flash. When I say something at that moment, I’ve learned not to say it because people often don’t work hard enough to acknowledge that the idea is the best idea even when you know it’s the best idea.

Sometimes I just work until the thought strikes me. It occasionally arrives right away, but I don’t remind people for three weeks. Sometimes I get so excited about something that just happened that I blurt it out and didn’t stop myself. like a child who discovered a medal in one of his Cracker Jacks. Often I get away with this. Yes, that is the best plan, per some observers. The majority of the time, they don’t, and I regret that passion has faded.

Passion should only be saved for the meet, when it will matter. Certainly the informal get-together that comes before that meeting with two more meetings. Nobody understands why these discussions occur. We keep saying we’re going to get rid of them, but we end up really trying to. They occasionally yet excel. Sometimes they detract from the real function, though. Depending on what you do and where you do it, the ratio between when conferences are valuable and when they are a sad distraction vary. And who you are and how you go about doing it. I’ll go back and forth once more. I have a creative side. That is the style.

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

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

I am imaginative. I have no control over my goals. And I have no power over my best tips.

I may hammer away and often find it useful to surround myself with images or information. Often going for a walk is what I can do. There is a Eureka that has nothing to do with sizzling fuel and flowing pots. I may be making dinner. I frequently have a sense of direction when I awaken. The idea that may have saved me disappears almost as frequently as I become aware and a part of the world once more as a thoughtless wind of oblivion. For imagination, in my opinion, comes from that other planet. The one that we enter in goals, and possibly before and after death. But authors should be asking this, and I am not one of them. I have a creative side. Theologians are encouraged to build massive armies in their artistic globe, which they insist is genuine. But that is yet another diversion. And it’s sad. Possibly on a much bigger issue than whether or not I am creative. But this is still a departure from what I said when I came below.

Often the result is avoidance. And suffering. Do you know the designer who is tortured by the cliché? Even when the artist ( this place that noun in quotes ) attempts to write a sweet drink jingle, a call in a worn-out comedy, or a budget ask, it’s true.

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

Artists are recognized as designers.

Disadvantages are aware of cons, just like queers are aware of queers, just like real rappers are aware of genuine rappers. People have a lot of regard for artists. We revere, follow, and almost deify the great types. Of course, it is dreadful to revere any person. We’ve been given a warning. Better is what we are. We are aware that people are simply people. They argue, they are depressed, they regret their most important choices, they are weak and thirsty, they can be cruel, and they can be as terrible as we can because they are clay, just like us. But. But. However, they produce this incredible issue. They give birth to something that may not occur without them and did not exist before them. They are the inspirations of thought. And I suppose I should add that they are the mother of technology because it’s just lying it. Bad mee bum! That’s done, I suppose. Continue.

Creatives denigrate our personal small accomplishments because they are compared to those of the wonderful people. Wonderful video! I‘m not Miyazaki, so I‘m not. That is glory right now. That is brilliance straight out of the mouth of God. This meagre much creation that I made? It essentially fell off the turnip trailer. And the carrots weren’t actually new.

Designers is aware that they are at best Salieri. Also Mozart’s original artists believe that.

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

I am imaginative. Every project I create has a goal that makes Indiana Jones appear older and snoring in a balcony head. The more I pursue my creative endeavors, the faster I progress in my work, and the more I slog through lines and gaze blankly before beginning that task.

I can move ten times more quickly than those who aren’t creative, those who have simply been creative for a short while, and those who have just been creative for a short time in their careers. Simply that I work twice as quickly as they do, putting the work out, just before I do it, When I put my mind to it, I am so confident in my ability to do a fantastic work. I have an addiction to the delay rush. I’m still so scared of jumping.

I am hardly a painter.

I am imaginative. never a performer. Though as a child, I had a dream that I would one day become that. Some of us criticize our abilities and like our own accomplishments because we are not Michelangelos and Warhols. At least we aren’t in elections, which is narcissism.

I am imaginative. Despite my belief in reason and science, I make decisions based on my own senses and instincts. And bear witness to what comes next, both the successes and the catastrophes.

I am imaginative. Every term I’ve said these may irritate another artists who have different viewpoints. Ask a question to two artists, and you’ll find three responses. No matter how we does think about it, our debate, our passion for it, and our responsibility to our own truth, at least in my opinion, are the best indications that we are creative.

I am imaginative. I lament my lack of taste in almost all of the areas of human understanding, which I know very little about. And I put my preference before all other things in the areas that are most dear to my soul, or perhaps more precisely, to my passions. Without my passions, I had probably have to spend time staring living in the eye, which almost none of us can do for very long. No seriously. Actually, not. Because a lot of living is intolerable if you really look at it.

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

Working frees me from worrying about my job.

I am imaginative. I fear that my little product will disappear without warning.

I am imaginative. I’m too busy making the next thing to devote too much time to it, especially since practically everything I create did achieve the level of success I conceive of.

I am imaginative. I think that approach is the greatest secret. I think so strongly that I am also foolish enough to post an essay I wrote into a small machine without having to go through or edit it. I swear I didn’t do this frequently. But I did it right away because I was even more scared of forgetting what I was saying because I was as scared as I might be of you seeing through my sad gestures toward the gorgeous.

There. I believe I’ve said it.

Learn more at Duct Tape Marketing at Human Connection Is a Development Tactic by John Jantsch.

The Duct Tape Marketing Podcast with Johnathan Grzybowski In this instance of the Duct Tape Marketing Podcast, I interviewed Jonathan Grabowski, co-founder and Chief Marketing Officer at Penji, a leading on-demand design program offering unlimited style solutions. By focusing on [ …] in its approach, Jonathan describes how Penji evolved from a small agency to a 500-person organization.

Learn more at Duct Tape Marketing at Human Connection Is a Development Tactic by John Jantsch.

The Duct Tape Marketing Podcast with Johnathan Grzybowski

I spoke with Jonathan Grabowski, co-founder and general marketing officer of Penji, a leading on-demand pattern platform that offers unrestricted style companies, in this season of the Duct Tape Marketing Podcast. Jonathan shares how Penji scaled from a small company to a 500-person business by centering its view on user experience, empathy in business, and a very simplified design process.

We discussed how businesses can incorporate technology, like AI in design, with real human interaction to create enduring brand value and the crucial role that human connection plays in providing standout innovative services. Whether you &#8217, re trying to build a more corporate brand identity, increase physical brand, or just make smarter hires, Jonathan&#8217, s perspectives are a framework for true, human-centric company growth.

Important Restaurants:

• Empathy Drives Loyalty: Fantastic design transcends the visual to the personal. Businesses that promote compassion and connection in their artistic process deliver more effective results.
• Formalized Creativity wins: Maintaining personal customer touchpoints while scaling graphic design services without sacrificing value.
• Fire Customers to Grow: Jonathan argues that knowing when to part ways with clients is a vital part of good marketing plan and long-term development.
• AI Is a Tool, Never a Replacement: While Penji integrates AI in layout to increase speed and efficiency, the business thrives on the individual elements—context, strategy, and empathy—that AI doesn’t replicate.
• Businesses should approach design as a strategic asset rather than a reactive task, whether it’s creating a brand identity or carrying out one-off projects.
• Customer Experience Is a Differentiator: Penji&#8217, s edge comes from embedding empathy and personalized communication in every client interaction.
• Employing designers carefully: Look for team members who are knowledgeable about business objectives, communication, and collaboration rather than just technical skills.

Chapters:

• 00: 09 Introducing Johnathan Grzybowski
• 01: 53 The Origin of Penji
• How to Create a Brand Identity 05: 46
• 08: 25 The Human Element of Penji
• 47 Penji Success Stories
• 14: 13 How AI Affects the Design Workflow

I’ve lost count of the times when promising ideas go from being useless in a few days to being useless after working as a solution designer for too long to explain.

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

The fatalities of feature-first growth

It’s simple to get swept up in the enthusiasm of developing innovative features when you start developing a financial product from scratch or are migrating existing user journeys from papers or telephony channels to online bank or mobile apps. They may think,” If I may only add one more thing that solves this particular person problem, they’ll enjoy me”! But what happens if you eventually encounter a roadblock as a result of your security team’s negligence? don’t like it, right? When a battle-tested film isn’t as well-known as you anticipated or when it fails due to unforeseen difficulty?

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

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

The significance of the foundation

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

The concept of “bedrock” comes into play here. Rock is the main feature of your solution that really matters to customers. It serves as the foundation for the fundamental building block that creates benefit and maintains relevance over time.

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

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

But how do you reach the foundation? By focusing on the” MVP” strategy, giving ease precedence, and working iteratively toward a clear value proposition. This means avoiding unnecessary functions and putting your users first, and adding real value.

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

Functional methods for creating reliable economic items

What are the main learnings I’ve made from my own research and practice, then?

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

The core dilemma

This is an intriguing conundrum: sacrificing some of the potential for short-term progress in favor of long-term stability. But the reward is worthwhile because products built with a focus on bedrock will outlive and surpass their rivals over time and provide users with long-term value.

How do you begin your quest for rock, then? Consider it gradually. Start by identifying the underlying factors that your customers actually care about. Focus on developing and improving a second, potent function that delivers real value. And most importantly, check constantly because, whatever you think, Abraham Lincoln, Alan Kay, or Peter Drucker are all in the same boat! The best way to foretell the future is to make it, he said.

Warning: contains trailers for instance eight of season six of The Handmaid’s Tale. In the first days of The Handmaid’s Tale, the pre-Gilead memory incidents were eagerly awaited. Before she was taken and sold into slavery, who was June Osborne? Before they participated in the revolt that destroyed America, who had Commander and Mrs. Waterford been? ]… ]

The second post from Den of Geek was Aunt Lydia’s choice in The Handmaid’s Tale Is All Down Down To Love, Says Ann Dowd.

Glance up on the internet! It&#8217, s a picture, it &#8217, s a teaser&#8230, No! The whole Superman trailer that we have been waiting for is here!

After disclosing bits and pieces, DC Studios suddenly released a massive three-minute video for James Gunn‘s directed and written summer series Superman. The sizzle reel finally gives a sense of the central conflict of the movie, in which Lex Luthor ( Nicholas Hoult ) takes advantage of public opinion turning against Superman when he stops a war in foreign lands. Additionally, it is suggested that these omissions cause friction with the movie’s pseudo-Justice League and induce ripples in the Daily Planet office. Lex Luthor even manages to break into the Fortress of Solitude and wreck issues with the Engineer! And if you don&#8217, t realize who the Engineer is, son do we have some information to reveal to you &#8230,

Ms. Lane, &#8221, and &#8221, 2025 Fashion

For all the kaiju and more meta-humans that he&#8217, s including in Superman, Gunn has often insisted that the video is generally about Superman and the square between Clark, Lois, and Lex. In its first moments, which even return to a favorite scene from the 1978 Superman film, the truck makes that point.

In an effort to pique the world’s interest, Lois ( Rachel Brosnahan ) interviews Superman ( David Corenswet ) once more. But the voice is very different from any variation we&#8217, d seen in the past. We see a more sassy version of the Man of Steel because of the now friendly connection between a Lois and Clark, where she is aware that he is Superman. The warrior insists that he did good because it needed to be done, and that counts more than issues of international law, and he almost gets defense at Lois&#8217, issues.

More important though, we get to see one of the most important components of any Superman performance, the transition between mild-mannered Clark Kent and the Man of Steel. Christopher Reeve‘s masterful handling of that change made him a completely different person in the first film. Gunn is one of the many fans of that flick because of it.

Reduce to 2025 and Corenswet does the same thing here, albeit it &#8217, s little more subtle. When Clark agrees to let Lois discussion Superman, he sits back and slouches. But when the discussion is about to begin, he squats up and circles his shoulders. He gives a comfortable, cheerful look and drops his speech by an octave to start. The subtlety matters, though not as much as Reeve&#8217 ;s changes. This Superman is both a son of Krypton and a son of Kansas, as shown by the emphasis on Smallville here, with Pa Kent ( Pruitt Taylor Vince ) acting as a motivational voiceover for Supes &#8217, his Kryptonian father Jor-El. Neither is a phony. Both of his true identities are blurred, so the ranges between them will become blurry.

The Engineer&#8217, s Authority

Lex Luthor’s role as the best big negative is highlighted in the trailer. Luthor believes his trust has been proven right when Superman stops a battle because he is driven by resentment and refuses to honor an mysterious. However, the well-groomed CEO has got a bunch of different heavy hitters to help him out, including a lady in black leather whose hands turn into swords as they destroy the Fortress of Solitude.

Mara Gabriela de Fara plays the Engineer, and she needs some explanations. The Engineer initially appeared in The Authority# 1, which was written by Warren Ellis and was penciled by Bryan Hitch, in 1999. Part of the Wildstorm Universe, a comic book world separate from the DC firm, the Authority were a collection of soldiers who set themselves to making a better planet by enforcing their will. The Authority applied depraved geopolitics to characters, something that is contrary to the Justice League, under the brush of Ellis and various artists like Mark Millar and Grant Morrison. In fact, Superman faced off against a group modeled after the Authority in the famous Superman history &#8220, What&#8217, s So Funny About Truth, Justice, and the American Way &#8221. But, when DC took full control of the Wildstorm collection, they integrated the Authority into the DC Universe where they are soldiers with doubtful techniques.

According to the video, Gunn intends to make use of the Engineer more as a criminal or at least an adversary. The Engineer has nanotechnology that, like the T-1000 from Terminator 2, transforms her figure into a weapons, as in the cartoons. She&#8217, s evidently working alongside Lex around, but it &#8217, s hard to imagine that Gunn won&#8217, t have Supes tell the Engineer something about how to create a better world through creativity instead of power.

That’s an Ultraman, right? Bizarro?

Joining the Engineer in the fight against Superman is a hulking female figure in all leather. We’ve seen this person when, playing Superman in a facility. However, this is the best look we’ve had at him so much, and the best search we’ve ever had at the sign on his neck.

That &#8220, U&#8221, formed style is common to comic book users who recognize that as the sign of Ultraman, the Superman of Earth-3. Earth-3 is the terrible aspect in the DC world, where Ultraman, Owlman, and Supergirl take the helm of the Injustice League of America, replacing Superman, Batman, and Wonder Woman from the Justice League of America.

However, unlike Ultraman, who frequently runs around in a blue and red outfit, rarely has a difficulty showing his mouth. And he definitely did n&#8217, t get orders from a dork like Lex Luthor. So who is that person? Wise money suggests that the number is actually Bizarro, a weak but extraordinarily strong copy of Superman, given his enormous powers and his obscure face. It may observe that Lex did make his own type of Superman and, in a blow against his stupidity, get it wrong. Bizarro’s source has been used in the cartoons, and it would fit into Gunn’s themes.

The Creature Commandos ‘ Rick Flag Sr.

One of the more perplexing pieces about James Gunn&#8217, s tenure as the co-head of DC Studios is that he&#8217, s doing only a limited reset of the now defunct DCEU. Yes, Henry Cavill is no longer a Superman, and it seems like the activities of Batman v. Superman: The Sun of Justice and Justice League didn’t take place. However, The Suicide Squad and Creature Commandos, or at least one of them, did occur.

So far the single bridge between these kingdoms is Rick Flag Sr., who is played by Frank Grillo. In Creature Commandos, where Flag was portrayed by Joel Kinnaman as Rick Flag Jr., he was first introduced as an active character by Amanda Waller as Task Force M.

Flag only appears very seriously in this video and escorts Superman into prison, along with the Engineer and possibly Bizarro. But his calm expression suggests that he still has a suspicion of men who take things into their own hands, owing perhaps to his indignation at Flagg&#8217, s death at the hands of Peacemaker during the vision to prevent the Scholar from exploiting Starro the Conqueror in Corto Maltese. Keep in mind?

The Superhero Prison With Metamorphosis and Amethyst (?! ):

The scenes of Superman in prison obviously lead to images of him in a sort of captivity made of cubic glass, suggestive of Magneto&#8217, s holding pencil in X-Men or the demon cages in The Cabin in the Woods. In the beginning, we see men beating Superman inside the jail. Afterward, he appears to have gotten the upper hand. In between we get a picture of Metamorpho, one of the more highly-anticipated characters in the movie. Metamorpho, who is played by Anthony Carrigan, has the ability to transform himself into any substance ( possibly Kryptonite )? ), and when his hands start to turn their heads in an odd manner, we get a taste of that power at work.

Metamorpho is just one of the heroes who show up in the trailer, which also gives us better looks at Hawkgirl ( Isabela Merced ) flying through the sky, Mister Terrific ( Edi Gathegi) using his T-spheres, and the Green Lantern Guy Gardner ( Nathan Fillion ) using his power ring in a particularly jerky way. However, different individuals are spotted in the prison, suggesting that there are perhaps even more metahumans than we think. Except for the girl imprisoned in the block to Superman&#8217, it &#8217, is difficult to see any of the people. There we see a white girl in a green gown who reacts in despair.

On the one hand, that might just be a typical woman wearing a green gown who, for some reason, is imprisoned alongside Metamorphos and Superman. The costume, but, doesn’t seem all that different from Amethyst, a C-list fantasy hero. Created by authors Dan Mishkin and Gary Cohn and actor Ernie Colón, Amethyst second debuted in 1983 &#8217, s The Army of Super-Heroes# 298 and was quickly spun off into her own graphic. Amethyst is the lady of Gemworld, a wonderful place where she has great story activities.

Although Amethyst has occasionally hosted her own set, she is not as well-known as Guy Gardner. But if Gunn&#8217, s going to look into different categories for his edition of the DC Universe, Amethyst is a great way to provide more story into the world of characters.

On July 11, 2025, Superman will be showing in theaters.

On Den of Geek, the first post Superman: 5 Awesome Things You Might Have Missed.

For Andor winter 2 shows 10-12 and Rogue One, trailers are included in this article. The last three episodes of Andor may hardly group quite the same mental punch as the Ghorman circle, but they certainly bring this story together in an effective way. Quite a bit of a first indication that this season would guide […]

The second post Andor Season 2 End Explained: How the Series Finale Connects to Rogue One appeared on Den of Geek.

Appear, up on the internet! No! It’s a picture, it’s a teaser, and it’s a teaser. The whole Superman trailer that we have been waiting for is here!

After giving us bits and pieces, DC Studios has finally released a massive three-minute trailer for this summer &#8217, s Superman, written and directed by James Gunn. The sizzle reel finally gives a sense of the film’s central conflict, in which Lex Luthor ( Nicholas Hoult ) exploits the negative perception of the public when he ends a war in a foreign country. Additionally, it is suggested that these omissions cause tension with the movie’s pseudo-Justice League and produce ripples in the Daily Planet newsroom. Even apparently Lex Luthor is able to enter the Fortress of Solitude where he wrecks items with a figure called the Engineer! And if you don’t know who the Engineer is, we can show some information to you.

&#8220, Ms. Lane, &#8221, 2025 Design

Despite the kaiju and other meta-humans he&#8217, includes in Superman, Gunn has consistently argued that the relationship between Clark, Lois, and Lex is generally about Superman. In its first moments, which even return to a favorite scene from the 1978 Superman film, the truck makes that point.

Once again, we have Lois ( Rachel Brosnahan ) interviewing Superman ( David Corenswet ) to satisfy the world &#8217, s curiosity. However, the voice is radically different from any we’ve ever seen in the past. We get a feistier version of the Man of Steel, perhaps because of the now friendly connection between Lois and Clark, where she is aware that he is Superman. He almost gets defensive at Lois&#8217, issues, with the warrior insisting that he did excellent because it needed to be done, and that counts more than issues of international law.

However, more importantly, we get to witness the transition between the mild-mannered Clark Kent and the Man of Steel, one of the most important aspects of any Superman efficiency. Christopher Reeve executed that transformation in the first film brilliantly, where he transformed into a completely different person in a single shot. It is a favorite time for many in that flick, including Gunn.

When you cut to 2025, Corenswet does the same point in this case, but it’s much more simple. When Clark consents to allow Lois meeting Superman, he sits back and slouches. But when it &#8217, s time for the interview to start, he sits up and circles his arms. He appears assured and upbeat, and he drops his speech by an octave to the beginning. The subtlety matters, though not as much as Reeve&#8217 ;s changes. As demonstrated by the emphasis on Smallville here, with Pa Kent ( Pruitt Taylor Vince ) giving an inspirational voiceover, a job usually reserved for Supes &#8217, s Kryptonian father Jor-El, this Superman is both a son of Krypton and a son of Kansas. neither is authentic. The ranges between them will become blurry because both of his true identities.

The Engineer&#8217, s power

Lex Luthor’s role as the best big negative is highlighted in the trailer. Driven by resentment and refusing to honor an alien, Luthor thinks his trust has been proven right when Superman stops a battle. The well-groomed CEO is assisted by a person in dark leather whose arms become blades as they attack the Fortress of Solitude, but she also has other powerful people in his life.

That is the Engineer, Mara Gabriela de Fara as she is portrayed, and she needs some explanations. The Engineer initially debuted in 1999 &#8217, s The Authority# 1, written by Warren Ellis and penciled by Bryan Hitch. The Authority were a group of soldiers who set themselves to make a better planet by enforcing their can. They were a part of the Wildstorm Universe, a humorous book world distinct from the DC secure. The Authority applied depraved geopolitics to characters, something that is contrary to the Justice League, under the pencil of Ellis and various artists like Mark Millar and Grant Morrison. In fact, the famous Superman account &#8220, What&#8217, s So Funny About Truth, Justice, and the American Way &#8221, saw Superman stand up to and censure a group modeled on the Authority. Nevertheless, when DC gained complete control over the Wildstorm collection, they incorporated the Authority, who are champions using dubious strategies, into the DC Universe.

According to the video, Gunn intends to make the Engineer a more effective criminal or at least enemy. As in the cartoons, the Engineer has small technology that allows her to alter her body into a tool, not unlike the T-1000 from Terminator 2. She is undoubtedly working alongside Lex in this, but it’s difficult to imagine Gunn won’t let Supes tell the Engineer how to make a better world through motivation rather than force.

That’s an Ultraman, right? Bizarro?

A massive, fully leather-clad female figure joins the Engineer in the battle against Superman. We’ve seen this person when, playing Superman in a facility. But this is the best search that we&#8217, have had at him so much, and the best search we&#8217, d gotten at the sign on his neck.

The U&#8221-shaped architecture, which is recognizable as Ultraman, the Superman of Earth-3, is well-known to comic book fans. In contrast to Superman, Batman, and Wonder Woman of the Justice League of America, Earth-3 serves as the terrible aspect in the DC world.

But, Ultraman often has no problem showing his mouth and usually runs around in a blue and red outfit, not this set number. And he wouldn’t get requests from a snob like Lex Luthor, at all. So who is that person? Given his huge powers and his hidden face, bright cash suggests that the number is in fact Bizarro, a weak but super-strong copy of Superman. It may follow that Lex may create his own type of Superman and, in a blow to his stupidity, make it incorrect. The comics use that origin, which has been used by Bizarro, would suit the themes Gunn appears to be exploring.

Rick Flag Sr. of the Creature Commandos

One of James Gunn’s more perplexing aspects of his position as co-head of DC Studios is that he only does a limited reset of the now-defunct DCEU. Yes, Henry Cavill is no longer a Superman, but it seems like the activities of Batman v. Superman: The Sun of Justice and Justice League didn’t. But The Suicide Squad and Creature Commandos, or at least some type of them, did occur.

The single character that can stand between these two kingdoms is Rick Flag Sr., who is played by Frank Grillo. Flag and Amanda Waller first met in animated type in Creature Commandos, where he was assigned to lead Task Force M. Throughout that line, Flag expresses grief over the passing of his brother Rick Flag Jr., who Joel Kinnaman portrayed in Suicide Squad and The Suicide Squad.

Flag does n&#8217, t get to do much in this video other than look quite severe and chauffeur Superman into captivity, alongside the Engineer and maybe-Bizarro. However, his calm appearance suggests that he still harbors a suspicion of men who take things into their own hands, apparently in part because of his outcry against Flagg&#8217’s death at the hands of Peacemaker during the attempt to stop the Scholar from molesting Starro the Conqueror in Corto Maltese. Keep in mind?

The Superhero Prison With Metamorphosis and Amethyst (?!? )

Superman’s arrest appears to have sparked images of him in a kind of cubic glass jail, similar to Magneto’s in X-Men or the demon bars in The Cabin in the Woods. Superman is immediately seen being beaten by soldiers inside the prison. Afterwards he seems to have gained the power to knock out. One of the more highly anticipated characters in the film, Metamorpho, is seen in between. Metamorpho, who is played by Anthony Carrigan, has the ability to transform himself into any substance ( possibly Kryptonite )? ), and we see a bit of that power at work when his hands begin to dissolve in a peculiar manner.

The trailer also provides better views of Hawkgirl ( Isabela Merced ), Mister Terrific ( Edi Gathegi), and Green Lantern Guy Gardner ( Nathan Fillion ) using his power ring in a particularly jerky way. Metamorpho is just one of the heroes who appear in the trailer. However, other individuals are spotted in the jail, which suggests that there are perhaps even more metahumans than we think. It&#8217, s difficult to see any of the people, save for the lady imprisoned in the block to Superman&#8217, s left. A white woman wearing a red dress reacts horrifiedly there.

On the one hand, that might just be a typical woman wearing a red dress who, for some reason, is sent to the same prison as Metamorphos and Superman. However, the dress does n&#8217, t look very different from the one worn by a C-list story warrior called Amethyst. Amethyst, which was written by Dan Mishkin and Gary Cohn and created by Ernie Colón, debuted in 1983’s The Army of Super-Heroes# 298, which was the first of her kind comic. Gemworld, a wonderful place where Amethyst has great fantasy adventures, is where she is the princess.

Amethyst has carried her own set from time to time but does n&#8217, t like the exact level of popularity as yet Guy Gardner. Amethyst is a great way to add more story to the world of superheroes if Gunn&#8217 is going to look into different categories for his edition of the DC Universe.

On July 11, 2025, Superman will be playing in cinemas.

The article Superman Trailer: 5 Awesome Stuff You Might Have Missed appeared initially on Den of Geek.

The Star Wars story has always been about fighting authoritarianism. We’re supposed to source for the Rebel Alliance to destroy the Death Star in A New Hope and for the fall of the Empire in Return of the Jedi. The movies demonstrate how readily fascism you encircle a government and get control [ …]…

The first episode of Den of Geek was titled The Best Exhibits to See After Andor.

Appear, up on the internet! No! It’s a picture, it’s a teaser, and it’s a teaser. The whole Superman video that we’ve been waiting for is here.

After giving us bits and pieces, DC Studios has finally released a massive three-minute trailer for this summer &#8217, s Superman, written and directed by James Gunn. The movie’s central conflict is finally captured in the sizzle reel, where Lex Luthor ( Nicholas Hoult ) exploits the public’s opposition to Superman when he ends a war in a foreign country. Additionally, it is suggested that these actions cause tension with the movie’s pseudo-Justice League and produce ripples in the Daily Planet newsroom. Even apparently Lex Luthor is able to enter the Fortress of Solitude where he wrecks items with a figure called the Engineer! And if you don’t know who the Engineer is, we can show some information to you.

&#8220, Ms. Lane, &#8221, 2025 Type

Despite the kaiju and other meta-humans he&#8217, includes in Superman, Gunn has consistently argued that the relationship between Clark, Lois, and Lex is generally about Superman. In its first moments, which even return to a favorite scene from the 1978 Superman film, the truck makes that point.

Once again, we have Lois ( Rachel Brosnahan ) interviewing Superman ( David Corenswet ) to satisfy the world &#8217, s curiosity. However, the voice is radically different from any that we’ve seen in the past. We get a feistier version of the Man of Steel, perhaps because of the previously friendly connection between Lois and Clark, where she is aware that he is Superman. He almost gets defensive at Lois&#8217, issues, with the warrior insisting that he did great because it needed to be done, and that counts more than issues of international law.

However, more importantly, we get to witness the transition between the mild-mannered Clark Kent and the Man of Steel, one of the most important aspects of any Superman efficiency. Christopher Reeve‘s masterful handling of that shift made him a completely different person in the first film. It is a favorite time for many in that flick, including Gunn.

When you cut to 2025, Corenswet does the same point in this case, but it’s much more simple. When Clark consents to allow Lois meeting Superman, he sits back and slouches. But when it &#8217, s time for the interview to start, he sits up and rectangles his arms. He begins by dropping his speech by an octave and gives off a confident, optimistic appearance. Although not as significant as Reeve&#8217, s alterations, the subtlety things. As demonstrated by the emphasis on Smallville here, with Pa Kent ( Pruitt Taylor Vince ) giving an inspirational voiceover, a job usually reserved for Supes &#8217, s Kryptonian father Jor-El, this Superman is both a son of Krypton and a son of Kansas. neither is authentic. The ranges between them will become blurry because both of his true identities.

The Engineer has power, according to The Engineer.

Lex Luthor’s role as the best big negative is highlighted in the trailer. Driven by resentment and refusing to honor an alien, Luthor thinks his trust has been proven right when Superman stops a battle. The well-groomed CEO is assisted by a person in dark leather whose arms become blades as they attack the Fortress of Solitude, but she also has other powerful people in his life.

Mara Gabriela de Fara plays the Engineer, and she needs some explanations. The Engineer second debuted in 1999 &#8217, s The Authority# 1, written by Warren Ellis and penciled by Bryan Hitch. The Authority were a group of soldiers who fought their will to make a better world by imposing their will in the comic book world known as the Wildstorm Universe. The Authority applied depraved geopolitics to characters, something that is contrary to the Justice League, under the pencil of Ellis and various artists like Mark Millar and Grant Morrison. In fact, the famous Superman account &#8220, What&#8217, s So Funny About Truth, Justice, and the American Way &#8221, saw Superman stand up to and censure a group modeled on the Authority. Yet, when DC gained complete control over the Wildstorm collection, they incorporated the Authority, who are champions using dubious strategies, into the DC Universe.

According to the video, Gunn intends to use the Engineer more of a criminal or at least an enemy. As in the cartoons, the Engineer has small technology that allows her to alter her body into a tool, not unlike the T-1000 from Terminator 2. She is obviously working alongside Lex here, but it’s difficult to imagine that Gunn won’t let Supes tell the Engineer how to make a better world through motivation rather than force.

Is that the ultimate superhero? Bizarro?

A hulking female figure in all set joins the Engineer in the fight against Superman. This number has previously competed with Superman in a venue. But this is the best search that we&#8217, have had at him so much, and the best search we&#8217, d gotten at the sign on his neck.

The U&#8221-shaped architecture, which is recognizable as Ultraman, the Superman of Earth-3, is well-known to comic book fans. In contrast to Superman, Batman, and Wonder Woman of the Justice League of America, Earth-3 serves as the terrible aspect in the DC world.

But, Ultraman often has no problem showing his mouth and usually runs around in a blue and red outfit, not this set number. And he wouldn’t get orders from a snob like Lex Luthor, at all. So who is that person? Given his huge powers and his hidden face, bright cash suggests that the number is in fact Bizarro, a weak but super-strong copy of Superman. It may observe that Lex may create his own variation of Superman and, in a blow to his stupidity, find it incorrect. Bizarro’s source has been used in the cartoons, and it would fit into Gunn’s styles.

Rick Flag Sr. of the Creature Commandos

One of James Gunn’s more perplexing aspects of his position as co-head of DC Studios is that he only does a limited reset of the now-defunct DCEU. Yes, Henry Cavill is no longer a Superman, but it seems like Justice League and Batman v. Superman: The Sun of Justice events didn’t. But The Suicide Squad and Creature Commandos, or at least some version of them, did occur.

Rick Flag Sr., who Frank Grillo has played, is the only actor who can bridge these two universes so much. In Creature Commandos, where Flag was portrayed by Joel Kinnaman as Rick Flag Jr., he was first introduced as an active character by Amanda Waller as Task Force M.

Flag does n&#8217, t get to do much in this video other than look quite severe and chauffeur Superman into prison, alongside the Engineer and maybe-Bizarro. However, his somber appearance suggests that he still harbors a suspicion of men who take things into their own hands, apparently in part because of his outcry against Flagg’s death in Corto Maltese during the attempt to stop the Thinker from destroying Starro the Conqueror. Keep in mind?

The Superhero Prison With Metamorphosis and Amethyst (?!? )

Superman’s arrest appears to have sparked images of him in a kind of diced glass jail, similar to Magneto’s in X-Men‘s or the demon bars in The Cabin in the Woods. Superman is first seen being beaten by soldiers inside the prison. Afterwards he seems to have gained the power to knock out. We also get a picture of Metamorpho, one of the more popular characters in the film, between them. Metamorpho, who is played by Anthony Carrigan, has the ability to transform himself into any substance ( possibly Kryptonite )? ), and we see a bit of that power at work when his hands begin to dissolve in a peculiar way.

The trailer also provides better views of Mister Terrific ( Edi Gathegi) using his T-spheres, Hawkgirl ( Isabela Merced ), and Green Lantern Guy Gardner ( Nathan Fillion ) using his power ring in a particularly jerky way. However, we also see flashes of various people in the jail, which suggests that there are perhaps even more metahumans than we think. It&#8217, s difficult to see any of the people, save for the lady imprisoned in the block to Superman&#8217, s left. A white woman wearing a red dress reacts horrifiedly there.

On the one hand, that might just be a typical woman wearing a green dress who, for some reason, is imprisoned alongside Metamorphos and Superman. However, the dress does n&#8217, t look very different from the one worn by a C-list story warrior called Amethyst. Amethyst, which was written by Dan Mishkin and Gary Cohn and created by Ernie Colón, debuted in 1983’s The Army of Super-Heroes# 298, which was the first of her kind comics. Gemworld is where Amethyst has great fantasy adventures, and she is the princess of this beautiful place.

Amethyst has carried her own set from time to time but does n&#8217, t like the exact level of popularity as yet Guy Gardner. Amethyst is a great way to add more story to the world of superheroes if Gunn&#8217 is going to look into different categories for his edition of the DC Universe.

On July 11, 2025, Superman will be playing in venues.

The article Superman Trailer: 5 Awesome Stuff You Might Have Missed appeared first on Den of Geek.

This article contains spoilers for Rogue One, Andor season 2 shows 10, 11, and 12 and Rogue One. It feels like the Tony Gilroy-created Andor is already over before it even began. The bold move to divide the last 12 episodes into four episodes [ …] happened while year 1 of the sci-fi detective thriller moved at a snail’s pace.

Den of Geek‘s second article Andor: Dedra Meero Gets the Most Fitting Death of Any Star Wars Villain.

Appear, up on the internet! It&#8217, is a picture, is a teaser&#8217, is a teaser&#8230, No! It’s the whole Superman trailer that we’ve been waiting for!

After giving us bits and pieces, DC Studios has finally released a massive three-minute trailer for this summer &#8217, s Superman, written and directed by James Gunn. The sizzle reel finally gives a sense of the film’s central conflict, in which Lex Luthor ( Nicholas Hoult ) exploits the negative perception of the public when he ends a war in a foreign country. Additionally, it is suggested that these omissions cause tension with the movie’s pseudo-Justice League and produce ripples in the Daily Planet newsroom. Even apparently Lex Luthor is able to enter the Fortress of Solitude where he wrecks items with a figure called the Engineer! And if you don’t know who the Engineer is, we can show some information to you.

&#8220, Ms. Lane, &#8221, 2025 Design

Despite the kaiju and other meta-humans he&#8217, includes in Superman, Gunn has consistently argued that the relationship between Clark, Lois, and Lex is mainly about Superman. The first scenes of the video make that point in its first moments, which even return to a favorite scene from the first Superman movie from 1978.

Once again, we have Lois ( Rachel Brosnahan ) interviewing Superman ( David Corenswet ) to satisfy the world &#8217, s curiosity. However, the voice is radically different from any that we’ve seen in the history. We see a more sassy version of the Man of Steel because of the now friendly connection between a Lois and Clark, where she is aware that he is Superman. He almost gets defensive at Lois&#8217, issues, with the warrior insisting that he did great because it needed to be done, and that counts more than issues of international law.

However, more importantly, we get to witness the transition between the mild-mannered Clark Kent and the Man of Steel, one of the most important aspects of any Superman functionality. Christopher Reeve‘s masterful handling of that shift made him a completely different person in the first film. It is a favorite time for many in that flick, including Gunn.

Slice to 2025, and Corenswet does the same thing here, but it’s much more simple. When Clark consents to allow Lois interview Superman, he sits back and poses in slouche. But when it &#8217, s time for the interview to start, he sits up and circles his arms. He appears comfortable and upbeat, and he drops his speech by one octave to start. Although not as significant as Reeve&#8217, s alterations, the subtlety things. As demonstrated by the emphasis on Smallville here, with Pa Kent ( Pruitt Taylor Vince ) giving an inspirational voiceover, a job usually reserved for Supes &#8217, s Kryptonian father Jor-El, this Superman is both a son of Krypton and a son of Kansas. Neither is a phony. The ranges between them will become blurry because both of his true identities.

The Engineer has jurisdiction, according to The Engineer.

Lex Luthor’s role as the final big negative is highlighted in the trailer. Driven by resentment and refusing to honor an alien, Luthor thinks his trust has been proven right when Superman stops a battle. The well-groomed CEO, however, has a number of other top athletes who can assist him, including a girl in dark leather whose arms become blades as they attack the Fortress of Solitude.

Mara Gabriela de Fara plays the Engineer, and she needs some explanations. The Engineer second debuted in 1999 &#8217, s The Authority# 1, written by Warren Ellis and penciled by Bryan Hitch. The Authority were a group of soldiers who set themselves to make a better planet by enforcing their would. They were a part of the Wildstorm Universe, a humorous book world distinct from the DC secure. The Authority applied depraved geopolitics to characters, something that is contrary to soldiers like the Justice League, under the pencil of Ellis and other authors, including Mark Millar and Grant Morrison. In fact, the famous Superman history &#8220, What&#8217, s So Funny About Truth, Justice, and the American Way &#8221, saw Superman stand up to and censure a group modeled on the Authority. But, when DC gained complete control over the Wildstorm collection, they incorporated the Authority into the DC Universe, creating a hero with dubious methods.

According to the video, Gunn intends to make the Engineer a more effective criminal or at least adversary. As in the cartoons, the Engineer has small technology that allows her to alter her body into a tool, not unlike the T-1000 from Terminator 2. She is obviously working alongside Lex here, but it’s difficult to imagine that Gunn won’t let Supes tell the Engineer how to make a better world through motivation rather than force.

Is That a UFO? Bizarro?

A massive, fully leather-clad female number joins the Engineer in the battle against Superman. We’ve seen this person before, competing against Superman in a facility. But this is the best search that we&#8217, have had at him so much, and the best search we&#8217, d gotten at the sign on his neck.

The U&#8221, U&#8221, shape of the comic book character is well-known to fans of the series because it represents Ultraman, the Superman of Earth-3. In contrast to Superman, Batman, and Wonder Woman of the Justice League of America, Earth-3 serves as the terrible aspect in the DC world.

But, Ultraman often has no problem showing his mouth and usually runs around in a blue and red outfit, not this set number. And he wouldn’t take requests from a dork like Lex Luthor, without a doubt. So who is that person? Given his huge powers and his hidden face, bright cash suggests that the number is in fact Bizarro, a weak but super-strong copy of Superman. Lex had then create his own type of Superman and, in a blow to his stupidity, correct it. That nature, which has been used in the comics for Bizarro, would fit into the themes Gunn appears to be exploring.

Rick Flag Sr. of the Creature Commandos

One of the more perplexing aspects of James Gunn’s career as the co-head of DC Studios is that he’s simply doing a limited reset of the now-defunct DCEU. Yes, Henry Cavill is no longer a Superman, and it seems like the activities of Batman v. Superman: The Sun of Justice and Justice League didn’t take place. But The Suicide Squad and Creature Commandos, or at least some type of them, did occur.

Rick Flag Sr., who Frank Grillo has played, is the only actor who can bridge these two kingdoms so much. Flag was first introduced to him in Creature Commandos, where he was given the task of leading Task Force M by Amanda Waller. Throughout that line, Flag expresses grief over the passing of his brother Rick Flag Jr., who Joel Kinnaman played in Suicide Squad and The Suicide Squad.

Flag does n&#8217, t get to do much in this video other than look quite severe and chauffeur Superman into prison, alongside the Engineer and maybe-Bizarro. However, his calm appearance suggests that he still harbors a suspicion of men who take things into their own hands, apparently in part because of his outcry against Flagg&#8217’s death at the hands of Peacemaker during the attempt to stop the Scholar from molesting Starro the Conqueror in Corto Maltese. Keep in mind.

The Superhero Prison With Metamorphosis and Amethyst (?!? )

Superman’s arrest appears to have sparked images of him in a kind of diced glass jail, similar to Magneto’s in X-Men or the demon bars in The Cabin in the Woods. In the jail, men immediately start beating on Superman. After he seems to have gained the power to knock out. One of the more highly anticipated characters in the film is Metamorpho, who is portrayed in a photo between the two. Metamorpho, who is played by Anthony Carrigan, has the ability to transform himself into any substance ( possibly Kryptonite )? ), and we see a bit of that power at work when his hands begin to dissolve in a peculiar manner.

The trailer also provides better views of Mister Terrific ( Edi Gathegi) using his T-spheres, Hawkgirl ( Isabela Merced ), and Green Lantern Guy Gardner ( Nathan Fillion ) using his power ring in a particularly jerky way. However, different individuals are spotted in the prison, suggesting that there are perhaps even more metahumans than we think. It&#8217, s difficult to see any of the people, save for the lady imprisoned in the block to Superman&#8217, s left. A white woman wearing a pink dress appears that and reacts horrified.

On the one hand, that might just be a typical woman wearing a green dress who, for some reason, is sent to the same prison as Metamorphos and Superman. However, the dress does n&#8217, t look very different from the one worn by a C-list story warrior called Amethyst. Amethyst, which was written by Dan Mishkin and Gary Cohn and created by Ernie Colón, debuted in 1983’s The Army of Super-Heroes# 298, which was the first of her kind comic. Gemworld, a beautiful place where Amethyst has great fantasy adventures, is where she is the princess.

Amethyst has carried her own set from time to time but does n&#8217, t like the exact level of popularity as yet Guy Gardner. Amethyst is a great way to add more story to the world of superheroes if Gunn&#8217 is going to look into different categories for his edition of the DC Universe.

On July 11, 2025, Superman will fly into venues.

The article Superman Trailer: 5 Awesome Stuff You Might Have Missed appeared initially on Den of Geek.