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This book will provide you with that plan of action. It covers how to incorporate security concepts into your design work to create healthy tech, how to persuade your stakeholders that this work is required, and how to respond to criticism that what we really need is more variety. ( Spoiler: we do, but diversity alone is not the antidote to fixing unethical, unsafe tech. )

The procedure for ensuring that everyone is safe

When you are designing for protection, your goals are to:

• Discover the abuse-abuse potential of your product.
• style ways to prevent the maltreatment, and
• offer assistance for harmed people to regain control and power.

The Process for Inclusive Safety is a tool to help you reach those goals ( Fig 5.1 ). It’s a method I developed in 2018 to better understand the different methods I used to create products that were designed with safety in mind. Whether you are creating an entirely new product or adding to an existing element, the Process can help you produce your product secure and diverse. The Process includes five main public areas of action:

• Conducting study
• creating tropes
• Pondering issues
• creating answers
• Testing for health

The Process is meant to be flexible; in some situations, it didn’t make sense for groups to adopt every step. Use the parts that are related to your special function and environment, this is meant to be something you can put into your existing style process.

And if you’ve used it, if you have suggestions for improving it, or just want to give an example of how it helped your group, please get in touch with me. It’s a dwelling report that I hope will continue to be a helpful and practical tool that technicians can use in their day-to-day job.

If you’re developing a product especially for a defenseless group or victims of some kind of stress, such as an application for victims of domestic violence, sexual abuse, or drug addiction, make sure to read Chapter 7, which specifically addresses the issue and should be handled a little bit different. The guidelines below are for evaluating safety when designing a more basic product that will have a large customer base ( which, we now know from data, will include specific groups that should be protected from harm ). Chapter 7 concentrates on goods made especially for those who are vulnerable and those who have endured injury.

Step 1: Do studies

Design research should involve a thorough evaluation of how your technology might be used for abuse as well as particular insight into the experiences of those who have witnessed and perpetrated that kind of abuse. At this stage, you and your staff will check issues of social harm and abuse, and examine any other safety, security, or inclusivity issues that might be a concern for your product or service, like data security, prejudiced algorithms, and harassment.

broad research

Your project should begin with broad, general research into similar products and issues around safety and ethical concerns that have already been reported. For instance, a team building a smart home device would be wise to comprehend the many ways that already-existing smart home devices have been misused as abuse tools. If your product will involve AI, seek to understand the potentials for racism and other issues that have been reported in existing AI products. Nearly all forms of technology have potential or actual harm that have been covered in academic writing or in the media. Google Scholar is a useful tool for finding these studies.

Specific research: Survivors

When possible and appropriate, include direct research ( surveys and interviews ) with people who are experts in the forms of harm you have uncovered. In order to gain a better understanding of the subject and be better positioned to avoid traumatizing survivors, you should first interview those who work in the area of your research. If you’ve uncovered possible domestic violence issues, for example, the experts you’ll want to speak with are survivors themselves, as well as workers at domestic violence hotlines, shelters, other related nonprofits, and lawyers.

It is crucial to pay people for their knowledge and lived experiences, especially when interviewing survivors of any kind of trauma. Don’t ask survivors to share their trauma for free, as this is exploitative. You should always make the offer in the beginning, even though some survivors might not want to be paid. An alternative to payment is to donate to an organization working against the type of violence that the interviewee experienced. In Chapter 6, we’ll discuss how to appropriately interview survivors.

Specific research: Abusers

Teams that design for safety are unlikely to be able to interview self-declared abusers or those who have broken laws like hacking. Don’t make this a goal, rather, try to get at this angle in your general research. Describe the ways that abusers or bad actors use technology to harm others, how they use it to silence others, and how they justify or explain the abuse.

Step 2: Create archetypes

Use your research’s findings to create the archetypes of abuser and survivor once you’ve finished your research. Archetypes are not personas, as they’re not based on real people that you interviewed and surveyed. They are based on your investigation into potential safety problems, much like when we design for accessibility: we don’t need to have identified any blind or deaf people in our interview pool to come up with a design that is representative of them. Instead, we base those designs on existing research into what this group needs. While archetypes are more generalized and typically represent real users, they typically include a lot of details.

The abuser archetype is someone who will look at the product as a tool to perform harm ( Fig 5.2 ). They may be attempting to harm someone they don’t know by using surveillance or anonymous harassment, or they may be trying to control, monitor, abuse, or otherwise torment someone they know.

Someone who is being abused with the product is the survivor archetype. There are various situations to consider in terms of the archetype’s understanding of the abuse and how to put an end to it: Do they need proof of abuse they already suspect is happening, or are they unaware they’ve been targeted in the first place and need to be alerted ( Fig 5.3 )?

To capture a range of experiences, you might want to create several survivor archetypes. They may know that the abuse is happening but not be able to stop it, like when an abuser locks them out of IoT devices, or they know it’s happening but don’t know how, such as when a stalker keeps figuring out their location ( Fig 5.4). Include as many of these scenarios in your survivor archetype as you need. You’ll use these later on when you design solutions to help your survivor archetypes achieve their goals of preventing and ending abuse.

It may be useful for you to create persona-like artifacts for your archetypes, such as the three examples shown. Focus on their objectives rather than the demographic details we frequently see in personas. The goals of the abuser will be to carry out the specific abuse you’ve identified, while the goals of the survivor will be to prevent abuse, understand that abuse is happening, make ongoing abuse stop, or regain control over the technology that’s being used for abuse. Later, you’ll think about how to help the survivor’s goals and the abuser’s goals.

And while the “abuser/survivor” model fits most cases, it doesn’t fit all, so modify it as you need to. For instance, if you found a security flaw, such as the ability for someone to talk to children through a home camera system, the malicious hacker would receive the abuser archetype and the child’s parents would receive the survivor archetype.

Step 3: Brainstorm problems

Brainstorm novel abuse cases and safety concerns after creating archetypes. ” Novel” means things not found in your research, you’re trying to identify completely new safety issues that are unique to your product or service. This step is intended to exhaust every effort put forth to identify potential harms your product might cause. You aren’t worrying about how to prevent the harm yet—that comes in the next step.

What other abuses could your product be used for besides what you’ve already discovered through your research? I recommend setting aside at least a few hours with your team for this process.

Try conducting a Black Mirror brainstorming session if you want to start somewhere. This exercise is based on the show Black Mirror, which features stories about the dark possibilities of technology. Find out the most outrageous, horrible, and out-of-control ways your product could be used for harm in an episode of the show. When I’ve led Black Mirror brainstorms, participants usually end up having a good deal of fun ( which I think is great—it’s okay to have fun when designing for safety! ). I suggest that you time-box a Black Mirror brainstorm for the first half an hour, then dial it back, and then consider more realistic ways of harm the remaining half.

After you’ve identified as many opportunities for abuse as possible, you may still not feel confident that you’ve uncovered every potential form of harm. When you perform this type of work, you should have a healthy amount of anxiety. It’s common for teams designing for safety to worry,” Have we really identified every possible harm? What if something is missing? If you’ve spent at least four hours coming up with ways your product could be used for harm and have run out of ideas, go to the next step.

It’s impossible to say for sure that you’ve done everything, but instead of striving for 100 % assurance, acknowledge that you’ve done everything, and pledge to prioritize safety going forward. Once your product is released, your users may identify new issues that you missed, aim to receive that feedback graciously and course-correct quickly.

4: Create solutions

At this point, you should have a list of ways your product can be used for harm as well as survivor and abuser archetypes describing opposing user goals. Next, it’s time to figure out how to design in accordance with the objectives of the identified abuser and the objectives of the survivor. This step is a good one to insert alongside existing parts of your design process where you’re proposing solutions for the various problems your research uncovered.

Questions to ask yourself include: What are some ways to protect yourself and support your archetypes?

• Can you design your product in such a way that the identified harm cannot happen in the first place? If not, what barriers can you place to stop the harm from occurring?
• How can you make the victim aware that abuse is happening through your product?
• How can you assist the victim in understanding what they need to do to stop the problem?
• Can you identify any types of user activity that would indicate some form of harm or abuse? Could your product aid in the user’s access to support?

In some products, it’s possible to proactively recognize that harm is happening. For instance, a pregnancy app might allow users to report being assault victims, which could result in an offer to receive resources from local and national organizations. This sort of proactiveness is not always possible, but it’s worth taking a half hour to discuss if any type of user activity would indicate some form of harm or abuse, and how your product could assist the user in receiving help in a safe manner.

Nonetheless, be careful when doing anything that could harm a user if their devices are being monitored. If you do offer some kind of proactive help, always make it voluntary, and think through other safety issues, such as the need to keep the user in-app in case an abuser is checking their search history. In the next chapter, we’ll walk through a good illustration of this.

Step 5: Test for safety

The final step is to evaluate your prototypes from the perspective of your archetypes, who wants to harm the product and the victim of the harm who needs to regain control over the technology. Just like any other kind of product testing, at this point you’ll aim to rigorously test out your safety solutions so that you can identify gaps and correct them, validate that your designs will help keep your users safe, and feel more confident releasing your product into the world.

Safety testing should be performed in addition to usability testing. If you’re at a company that doesn’t do usability testing, you might be able to use safety testing to cleverly perform both, a user who goes through your design attempting to weaponize the product against someone else can also be encouraged to point out interactions or other elements of the design that don’t make sense to them.

If your final prototype or the finished product has already been released, you’ll want to conduct safety testing on both. There’s nothing wrong with testing an existing product that wasn’t designed with safety goals in mind from the onset —”retrofitting” it for safety is a good thing to do.

Keep in mind that testing for safety involves both an abuser and a survivor’s perspective, even though it might not make sense for you to do both. Alternatively, if you made multiple survivor archetypes to capture multiple scenarios, you’ll want to test from the perspective of each one.

You as the designer are most likely too closely connected to the product and its design at this point, just like other types of usability testing, and you know the product too well. Instead of doing it yourself, set up testing as you would with other usability testing: find someone who is not familiar with the product and its design, set the scene, give them a task, encourage them to think out loud, and observe how they attempt to complete it.

testing for abuse

The goal of this testing is to understand how easy it is for someone to weaponize your product for harm. You want to make it impossible, or at least difficult for them to accomplish their goal, unlike with usability testing. Reference the goals in the abuser archetype you created earlier, and use your product in an attempt to achieve them.

For instance, we can imagine that the abuser archetype would have the goal of discovering where his ex-girlfriend currently lives in a fitness app with GPS-enabled location features. With this goal in mind, you’d try everything possible to figure out the location of another user who has their privacy settings enabled. You might try to follow her running routes, view any information she has on her profile, view any information she has made private, and check out the profiles of any other users who are somehow connected to her account, such as her followers.

If by the end of this you’ve managed to uncover some of her location data, despite her having set her profile to private, you know now that your product enables stalking. Returning to step 4 and figuring out how to stop this from occurring is your next step. You may need to repeat the process of designing solutions and testing them more than once.

Survivor testing

Survivor testing involves identifying how to give information and power to the survivor. It might not always make sense depending on the product or context. Thwarting the attempt of an abuser archetype to stalk someone also satisfies the goal of the survivor archetype to not be stalked, so separate testing wouldn’t be needed from the survivor’s perspective.

There are times, however, when it makes sense. For example, for a smart thermostat, a survivor archetype’s goals would be to understand who or what is making the temperature change when they aren’t doing it themselves. If you couldn’t find the information in step 4, you would need to perform more work in step 4. You could test this by looking for the thermostat’s history log and looking for usernames, actions, and times.

Another goal might be regaining control of the thermostat once the survivor realizes the abuser is remotely changing its settings. Are there any instructions that explain how to remove a user and change the password, and are they simple to locate? For your test, this would involve trying to figure out how to do this. This might again reveal that more work is needed to make it clear to the user how they can regain control of the device or account.

Stress testing

To make your product more inclusive and compassionate, consider adding stress testing. Eric Meyer and Sara Wachter-Boettcher’s Design for Real Life inspired this idea. The authors pointed out that personas typically center people who are having a good day—but real users are often anxious, stressed out, having a bad day, or even experiencing tragedy. These are known as” stress cases,” and testing your products for users in stress-case scenarios can reveal areas where your design lacks compassion. Design for Real Life has more details about what it looks like to incorporate stress cases into your design as well as many other great tactics for compassionate design.

How can a content management system ( CMS ) be set up to reach your current and future audience? I learned the hard way that creating a content model—a concept of information types, attributes, and relationships that let people and systems understand content—with my more comfortable design-system wondering would collapse my patient’s holistic information strategy. By developing content versions that are conceptual and even join related content, you can avoid that result.

I just had the opportunity to direct the CMS application for a Fortune 500 company. The customer was excited by the benefits of an holistic information plan, including material modify, multichannel marketing, and robot delivery—designing content to be comprehensible to bots, Google knowledge panels, snippets, and voice user interfaces.

A content type is essential for an omnichannel information strategy, and the model needed conceptual types, which are types of types that are categorized according to their meaning rather than their presentation. Our aim was to allow artists to create original content and use it where necessary. However, as the project progressed, I realized that the entire team had to be aware of a new style in order to support material reuse on the level that my customer needed.

Despite our best purposes, we kept drawing from what we were more common with: design techniques. Unlike web-focused information strategies, an holistic information strategy doesn’t rely on WYSIWYG equipment for design and structure. Our inclination to approach the material model using our well-known design-system thinking consistently stifled our attention from one of the main objectives of a willing model: delivering content to audiences across multiple marketing channels.

Two fundamental tenets govern a successful information type

We needed to explain to our designers, developers, and stakeholders that we were undertaking a very unique task from their earlier web projects, where it was common for everyone to view content as visible building blocks that fit into layouts. Because it made the layouts feel more recognizable, the previous approach was more intuitive, at first, at least initially. We learned two guiding principles that helped the team comprehend how a willing model and the design processes we were familiar with were:

1. Instead of design, content models may establish semantics.
2. And glad models may connect elements that belong together.

Conceptual material models

A conceptual content type uses form and attribute names that reflect the content’s intended purpose and not how it will be displayed. For instance, in a nonsemantic design, groups may make varieties like teasers, press blocks, and cards. These types may make it simple to present information, but they do not aid in understanding the meaning of the content, which would have opened the door to the content presented in each marketing channel. In contrast, a conceptual content model employs type names like product, service, and testimony to allow for each supply route to interpret the information and use it as necessary.

A great place to start when creating a conceptual content concept is by reviewing the types and qualities that Schema has defined. com, a community-driven tool for type meanings that are comprehensible to platforms like Google search.

A semantic information model has many advantages:

A semantic material type decouples information from its presentation but that teams can change the website’s design without having to restructure its content, even if your team doesn’t worry about omnichannel content. In this way, content can withstand disruptive website redesigns.
• A competitive advantage can also be gained by a semantic content model. by including schema-based structured data. org’s types and properties, a website can provide hints to help Google understand the content, display it in search snippets or knowledge panels, and use it to answer voice-interface user questions. Potential visitors could access your content without ever walking into your website.
• Beyond those practical advantages, you’ll also require an omnichannel content delivery model. Delivery channels must be able to comprehend the same content in order to use it across multiple marketing channels. For instance, if your content model provided a list of questions and answers, it could be easily displayed on a frequently asked questions ( FAQ ) page as well as be used by a bot to answer frequently asked questions.

For example, using a semantic content model for articles, events, people, and locations lets A List Apart provide cleanly structured data for search engines so that users can read the content on the website, in Google knowledge panels, and even with hypothetical voice interfaces in the future.

Content models that connect

Instead of slicing up related content across disparate content components, I’ve come to the realization that the best models are those that are semantic and also connect related content components ( such as a FAQ item’s question and answer pair ). A good content model connects pieces of content that ought to be preserved so that multiple delivery channels can use it without having to assemble those pieces separately.

Write an essay or article about it. An article’s meaning and usefulness depends upon its parts being kept together. Would one of the headings or paragraphs have any significance on their own if the entire article were not included? Our well-known design-system thinking on our project frequently led us to want to develop content models that would divide content into distinct chunks to fit the web-centric layout. This had a similar effect to an article that had its headline removed. Content that belonged together became challenging to manage and nearly impossible for multiple delivery channels to understand because we were cutting content into separate pieces based on layout.

To illustrate, let’s look at how connecting related content applies in a real-world scenario. A complex layout for a software product page that included multiple tabs and sections was presented by the client’s design team. The content model lacked instincts, so we had to follow our instincts. Shouldn’t we make adding multiple tabs in the future as simple and flexible as possible?

Because our design-system instincts were so well-known, it appeared that we needed a “tab section” content type so that multiple tab sections could be added to a page. Each tab section would display various kinds of information. One tab might provide the software’s overview or its specifications. Another tab might provide a list of resources.

Our tendency to divide the content model into “tab section” pieces would have resulted in a cumbersome editing process, as well as unnecessarily complex content that couldn’t have been digested by additional delivery channels. How would another system have resorted to counting tab sections and content blocks, for instance, if it had been able to identify a product’s “tab section” when referring to its specifications or resource list? This would have prevented the tabs from ever being rearranged, and it would have required adding logic to each other delivery channel to interpret the layout of the design system. Additionally, it would have been difficult to migrate to a new content model in response to the new page redesign if the customer had decided against displaying this content in a tab layout.

We had a breakthrough when we discovered that our customer had a specific purpose in mind for each tab: it would reveal specific information such as the software product’s overview, specifications, related resources, and pricing. Our desire to concentrate on the visually appealing and well-known had obscured the design’s purpose once implementation began. With a little digging, it didn’t take long to realize that the concept of tabs wasn’t relevant to the content model. What was important was the meaning of the content they were planning to display in the tabs.

In fact, the customer could have chosen to display this content elsewhere in a different manner, without tabs. In response to this realization, we created content types for the software product based on the meaningful attributes the client wanted to display on the web. There were obvious semantic attributes like name and description as well as rich attributes like screenshots, software requirements, and feature lists. The software’s product information stayed together because it wasn’t sliced across separate components like “tab sections” that were derived from the content’s presentation. Any delivery channel—including future ones—could understand and present this content.

Conclusion

In this omnichannel marketing project, we discovered that the best way to maintain our content model was to ensure that it was semantic ( with type and attribute names that reflected the content’s meaning ) and that it preserved content that belonged to be together ( instead of fragmenting it ). These two ideas made it easier for us to shape the content model based on the design. Remember: If you’re developing a content model to support an omnichannel content strategy, or even if you just want to make sure Google and other interfaces understand your content, remember:

• A design system isn’t a content model. Team members may be persuaded to combine them and have their content model resemble their design system, so you should guard the semantic and contextual integrity of the content strategy throughout the entire implementation process. Without the use of a magic decoder ring, every delivery channel will be able to consume the content.
• If your team is having trouble making this transition, Schema can still offer some of the advantages. org–based structured data in your website. The benefit of search engine optimization is a compelling reason on its own, even if additional delivery channels aren’t on the horizon in the near future.
• Remind the team that removing the content model from the design will allow them to update the designs more quickly because content migration costs won’t be prohibitive. They will be prepared for the upcoming big thing, and they will be able to create new designs without compromising the compatibility between the content and the design.

By firmly defending these ideas, you’ll help your team view content as the most important component of your user experience and as the most effective way to engage with your audience.

Do you find yourself designing screens with only a vague idea of how the things on the screen relate to the things elsewhere in the system? Do you leave stakeholder meetings with unclear directives that often seem to contradict previous conversations? You know a better understanding of user needs would help the team get clear on what you are actually trying to accomplish, but time and budget for research is tight. When it comes to asking for more direct contact with your users, you might feel like poor Oliver Twist, timidly asking, “Please, sir, I want some more.” 

Here’s the trick. You need to get stakeholders themselves to identify high-risk assumptions and hidden complexity, so that they become just as motivated as you to get answers from users. Basically, you need to make them think it’s their idea. 

In this article, I’ll show you how to collaboratively expose misalignment and gaps in the team’s shared understanding by bringing the team together around two simple questions:

1. What are the objects?
2. What are the relationships between those objects?

A gauntlet between research and screen design

These two questions align to the first two steps of the ORCA process, which might become your new best friend when it comes to reducing guesswork. Wait, what’s ORCA?! Glad you asked.

ORCA stands for Objects, Relationships, CTAs, and Attributes, and it outlines a process for creating solid object-oriented user experiences. Object-oriented UX is my design philosophy. ORCA is an iterative methodology for synthesizing user research into an elegant structural foundation to support screen and interaction design. OOUX and ORCA have made my work as a UX designer more collaborative, effective, efficient, fun, strategic, and meaningful.

The ORCA process has four iterative rounds and a whopping fifteen steps. In each round we get more clarity on our Os, Rs, Cs, and As.

I sometimes say that ORCA is a “garbage in, garbage out” process. To ensure that the testable prototype produced in the final round actually tests well, the process needs to be fed by good research. But if you don’t have a ton of research, the beginning of the ORCA process serves another purpose: it helps you sell the need for research.

In other words, the ORCA process serves as a gauntlet between research and design. With good research, you can gracefully ride the killer whale from research into design. But without good research, the process effectively spits you back into research and with a cache of specific open questions.

Getting in the same curiosity-boat

What gets us into trouble is not what we don’t know. It’s what we know for sure that just ain’t so.

Mark Twain

The first two steps of the ORCA process—Object Discovery and Relationship Discovery—shine a spotlight on the dark, dusty corners of your team’s misalignments and any inherent complexity that’s been swept under the rug. It begins to expose what this classic comic so beautifully illustrates:

This is one reason why so many UX designers are frustrated in their job and why many projects fail. And this is also why we often can’t sell research: every decision-maker is confident in their own mental picture. 

Once we expose hidden fuzzy patches in each picture and the differences between them all, the case for user research makes itself.

But how we do this is important. However much we might want to, we can’t just tell everyone, “YOU ARE WRONG!” Instead, we need to facilitate and guide our team members to self-identify holes in their picture. When stakeholders take ownership of assumptions and gaps in understanding, BAM! Suddenly, UX research is not such a hard sell, and everyone is aboard the same curiosity-boat.

Say your users are doctors. And you have no idea how doctors use the system you are tasked with redesigning.

You might try to sell research by honestly saying: “We need to understand doctors better! What are their pain points? How do they use the current app?” But here’s the problem with that. Those questions are vague, and the answers to them don’t feel acutely actionable.

Instead, you want your stakeholders themselves to ask super-specific questions. This is more like the kind of conversation you need to facilitate. Let’s listen in:

“Wait a sec, how often do doctors share patients? Does a patient in this system have primary and secondary doctors?”

“Can a patient even have more than one primary doctor?”

“Is it a ‘primary doctor’ or just a ‘primary caregiver’… Can’t that role be a nurse practitioner?”

“No, caregivers are something else… That’s the patient’s family contacts, right?”

“So are caregivers in scope for this redesign?”

“Yeah, because if a caregiver is present at an appointment, the doctor needs to note that. Like, tag the caregiver on the note… Or on the appointment?”

Now we are getting somewhere. Do you see how powerful it can be getting stakeholders to debate these questions themselves? The diabolical goal here is to shake their confidence—gently and diplomatically.

When these kinds of questions bubble up collaboratively and come directly from the mouths of your stakeholders and decision-makers, suddenly, designing screens without knowing the answers to these questions seems incredibly risky, even silly.

If we create software without understanding the real-world information environment of our users, we will likely create software that does not align to the real-world information environment of our users. And this will, hands down, result in a more confusing, more complex, and less intuitive software product.

The two questions

But how do we get to these kinds of meaty questions diplomatically, efficiently, collaboratively, and reliably? 

We can do this by starting with those two big questions that align to the first two steps of the ORCA process:

1. What are the objects?
2. What are the relationships between those objects?

In practice, getting to these answers is easier said than done. I’m going to show you how these two simple questions can provide the outline for an Object Definition Workshop. During this workshop, these “seed” questions will blossom into dozens of specific questions and shine a spotlight on the need for more user research.

Prep work: Noun foraging

In the next section, I’ll show you how to run an Object Definition Workshop with your stakeholders (and entire cross-functional team, hopefully). But first, you need to do some prep work.

Basically, look for nouns that are particular to the business or industry of your project, and do it across at least a few sources. I call this noun foraging.

Here are just a few great noun foraging sources:

• the product’s marketing site
• the product’s competitors’ marketing sites (competitive analysis, anyone?)
• the existing product (look at labels!)
• user interview transcripts
• notes from stakeholder interviews or vision docs from stakeholders

Put your detective hat on, my dear Watson. Get resourceful and leverage what you have. If all you have is a marketing website, some screenshots of the existing legacy system, and access to customer service chat logs, then use those.

As you peruse these sources, watch for the nouns that are used over and over again, and start listing them (preferably on blue sticky notes if you’ll be creating an object map later!).

You’ll want to focus on nouns that might represent objects in your system. If you are having trouble determining if a noun might be object-worthy, remember the acronym SIP and test for:

1. Structure
2. Instances
3. Purpose

Think of a library app, for example. Is “book” an object?

Structure: can you think of a few attributes for this potential object? Title, author, publish date… Yep, it has structure. Check!

Instance: what are some examples of this potential “book” object? Can you name a few? The Alchemist, Ready Player One, Everybody Poops… OK, check!

Purpose: why is this object important to the users and business? Well, “book” is what our library client is providing to people and books are why people come to the library… Check, check, check!

As you are noun foraging, focus on capturing the nouns that have SIP. Avoid capturing components like dropdowns, checkboxes, and calendar pickers—your UX system is not your design system! Components are just the packaging for objects—they are a means to an end. No one is coming to your digital place to play with your dropdown! They are coming for the VALUABLE THINGS and what they can do with them. Those things, or objects, are what we are trying to identify.

Let’s say we work for a startup disrupting the email experience. This is how I’d start my noun foraging.

First I’d look at my own email client, which happens to be Gmail. I’d then look at Outlook and the new HEY email. I’d look at Yahoo, Hotmail…I’d even look at Slack and Basecamp and other so-called “email replacers.” I’d read some articles, reviews, and forum threads where people are complaining about email. While doing all this, I would look for and write down the nouns.

(Before moving on, feel free to go noun foraging for this hypothetical product, too, and then scroll down to see how much our lists match up. Just don’t get lost in your own emails! Come back to me!)

Drumroll, please…

Here are a few nouns I came up with during my noun foraging:

• email message
• thread
• contact
• client
• rule/automation
• email address that is not a contact?
• contact groups
• attachment
• Google doc file / other integrated file
• newsletter? (HEY treats this differently)
• saved responses and templates

Scan your list of nouns and pick out words that you are completely clueless about. In our email example, it might be client or automation. Do as much homework as you can before your session with stakeholders: google what’s googleable. But other terms might be so specific to the product or domain that you need to have a conversation about them.

Aside: here are some real nouns foraged during my own past project work that I needed my stakeholders to help me understand:

• Record Locator
• Incentive Home
• Augmented Line Item
• Curriculum-Based Measurement Probe

This is really all you need to prepare for the workshop session: a list of nouns that represent potential objects and a short list of nouns that need to be defined further.

Facilitate an Object Definition Workshop

You could actually start your workshop with noun foraging—this activity can be done collaboratively. If you have five people in the room, pick five sources, assign one to every person, and give everyone ten minutes to find the objects within their source. When the time’s up, come together and find the overlap. Affinity mapping is your friend here!

If your team is short on time and might be reluctant to do this kind of grunt work (which is usually the case) do your own noun foraging beforehand, but be prepared to show your work. I love presenting screenshots of documents and screens with all the nouns already highlighted. Bring the artifacts of your process, and start the workshop with a five-minute overview of your noun foraging journey.

HOT TIP: before jumping into the workshop, frame the conversation as a requirements-gathering session to help you better understand the scope and details of the system. You don’t need to let them know that you’re looking for gaps in the team’s understanding so that you can prove the need for more user research—that will be our little secret. Instead, go into the session optimistically, as if your knowledgeable stakeholders and PMs and biz folks already have all the answers. 

Then, let the question whack-a-mole commence.

1. What is this thing?

Want to have some real fun? At the beginning of your session, ask stakeholders to privately write definitions for the handful of obscure nouns you might be uncertain about. Then, have everyone show their cards at the same time and see if you get different definitions (you will). This is gold for exposing misalignment and starting great conversations.

As your discussion unfolds, capture any agreed-upon definitions. And when uncertainty emerges, quietly (but visibly) start an “open questions” parking lot. 😉

After definitions solidify, here’s a great follow-up:

2. Do our users know what these things are? What do users call this thing?

Stakeholder 1: They probably call email clients “apps.” But I’m not sure.

Stakeholder 2: Automations are often called “workflows,” I think. Or, maybe users think workflows are something different.

If a more user-friendly term emerges, ask the group if they can agree to use only that term moving forward. This way, the team can better align to the users’ language and mindset.

OK, moving on. 

If you have two or more objects that seem to overlap in purpose, ask one of these questions:

3. Are these the same thing? Or are these different? If they are not the same, how are they different?

You: Is a saved response the same as a template?

Stakeholder 1: Yes! Definitely.

Stakeholder 2: I don’t think so… A saved response is text with links and variables, but a template is more about the look and feel, like default fonts, colors, and placeholder images. 

Continue to build out your growing glossary of objects. And continue to capture areas of uncertainty in your “open questions” parking lot.

If you successfully determine that two similar things are, in fact, different, here’s your next follow-up question:

4. What’s the relationship between these objects?

You: Are saved responses and templates related in any way?

Stakeholder 3:  Yeah, a template can be applied to a saved response.

You, always with the follow-ups: When is the template applied to a saved response? Does that happen when the user is constructing the saved response? Or when they apply the saved response to an email? How does that actually work?

Listen. Capture uncertainty. Once the list of “open questions” grows to a critical mass, pause to start assigning questions to groups or individuals. Some questions might be for the dev team (hopefully at least one developer is in the room with you). One question might be specifically for someone who couldn’t make it to the workshop. And many questions will need to be labeled “user.” 

Do you see how we are building up to our UXR sales pitch?

5. Is this object in scope?

Your next question narrows the team’s focus toward what’s most important to your users. You can simply ask, “Are saved responses in scope for our first release?,” but I’ve got a better, more devious strategy.

By now, you should have a list of clearly defined objects. Ask participants to sort these objects from most to least important, either in small breakout groups or individually. Then, like you did with the definitions, have everyone reveal their sort order at once. Surprisingly—or not so surprisingly—it’s not unusual for the VP to rank something like “saved responses” as #2 while everyone else puts it at the bottom of the list. Try not to look too smug as you inevitably expose more misalignment.

I did this for a startup a few years ago. We posted the three groups’ wildly different sort orders on the whiteboard.

The CEO stood back, looked at it, and said, “This is why we haven’t been able to move forward in two years.”

Admittedly, it’s tragic to hear that, but as a professional, it feels pretty awesome to be the one who facilitated a watershed realization.

Once you have a good idea of in-scope, clearly defined things, this is when you move on to doing more relationship mapping.

6. Create a visual representation of the objects’ relationships

We’ve already done a bit of this while trying to determine if two things are different, but this time, ask the team about every potential relationship. For each object, ask how it relates to all the other objects. In what ways are the objects connected? To visualize all the connections, pull out your trusty boxes-and-arrows technique. Here, we are connecting our objects with verbs. I like to keep my verbs to simple “has a” and “has many” statements.

This system modeling activity brings up all sorts of new questions:

• Can a saved response have attachments?
• Can a saved response use a template? If so, if an email uses a saved response with a template, can the user override that template?
• Do users want to see all the emails they sent that included a particular attachment? For example, “show me all the emails I sent with ProfessionalImage.jpg attached. I’ve changed my professional photo and I want to alert everyone to update it.” 

Solid answers might emerge directly from the workshop participants. Great! Capture that new shared understanding. But when uncertainty surfaces, continue to add questions to your growing parking lot.

Light the fuse

You’ve positioned the explosives all along the floodgates. Now you simply have to light the fuse and BOOM. Watch the buy-in for user research flooooow.

Before your workshop wraps up, have the group reflect on the list of open questions. Make plans for getting answers internally, then focus on the questions that need to be brought before users.

Here’s your final step. Take those questions you’ve compiled for user research and discuss the level of risk associated with NOT answering them. Ask, “if we design without an answer to this question, if we make up our own answer and we are wrong, how bad might that turn out?” 

With this methodology, we are cornering our decision-makers into advocating for user research as they themselves label questions as high-risk. Sorry, not sorry. 

Now is your moment of truth. With everyone in the room, ask for a reasonable budget of time and money to conduct 6–8 user interviews focused specifically on these questions. 

HOT TIP: if you are new to UX research, please note that you’ll likely need to rephrase the questions that came up during the workshop before you present them to users. Make sure your questions are open-ended and don’t lead the user into any default answers.

Final words: Hold the screen design!

Seriously, if at all possible, do not ever design screens again without first answering these fundamental questions: what are the objects and how do they relate?

I promise you this: if you can secure a shared understanding between the business, design, and development teams before you start designing screens, you will have less heartache and save more time and money, and (it almost feels like a bonus at this point!) users will be more receptive to what you put out into the world. 

I sincerely hope this helps you win time and budget to go talk to your users and gain clarity on what you are designing before you start building screens. If you find success using noun foraging and the Object Definition Workshop, there’s more where that came from in the rest of the ORCA process, which will help prevent even more late-in-the-game scope tugs-of-war and strategy pivots. 

All the best of luck! Now go sell research!

CSS involves creating containers. In fact, the whole website is made of containers, from the website viewport to components on a webpage. However, there are times when we have a fresh element that forces us to reevaluate our design strategy.

Square features, for instance, make it fun to play with round picture areas. Finding the best way to organize articles that stays out of reach with smart screen notches and electronic keyboards is challenging. And two display or portable devices make us reassess how to best utilize available space in a number of various device postures.

These new evolutions of the internet system made it both more demanding and more exciting to design products. They’re fantastic options for us to leave our triangular boxes.

I’d like to talk about a new feature similar to the above: the Window Controls Overlay for Progressive Web Apps ( PWAs ).

Democratic Web Apps are bridging the gap between websites and apps. They combine the best of both worlds. On the one hand, they are flexible, shareable, and stable, just like websites. On the other hand, they provide more effective features, work online, and read documents just like local apps.

PWAs are really exciting as a style area because they challenge us to consider how to combine online and native user interface. On desktop products in certain, we have more than 40 years of history telling us what software may look like, and it can be hard to break out of this mental concept.

PWAs on desktop are ultimately limited to the top of a rectangle with a title bar.

Here’s what a typical desktop PWA app looks like:

Sure, as the author of a PWA, you get to choose the color of the title bar (using the Web Application Manifest theme_color property ), but that’s about it.

What if we could think differently and reclaim the entire window of the app? Doing so would give us a chance to make our apps more beautiful and feel more integrated in the operating system.

This is exactly what the Window Controls Overlay provides. This new PWA functionality makes it possible to take advantage of the full surface area of the app, including where the title bar normally appears.

About the window and title bar controls

Let’s start with an explanation of what the title bar and window controls are.

The title bar is the window at the top of an app that typically contains the app’s name. Window controls are the affordances, or buttons, that make it possible to minimize, maximize, or close the app’s window, and are also displayed at the top.

Window Controls Overlay removes the physical constraint of the title bar and window controls areas. The title bar and window control buttons can be overlayed on top of the application’s web content, allowing it to free up the entire height of the app window.

If you are reading this article on a desktop computer, take a quick look at other apps. They’re probably already doing something similar. In fact, the very web browser you are using to read this uses the top area to display tabs.

Spotify displays album artwork all the way to the top edge of the application window.

Microsoft Word uses the available title bar space to display the auto-save and search functionalities, and more.

This feature’s main goal is to give you the ability to use this space with your own content while also providing a way to account for the window control buttons. And it enables you to offer this modified experience on a range of platforms while not adversely affecting the experience on browsers or devices that don’t support Window Controls Overlay. PWAs are all about progressive enhancement, so this feature is a chance to make your app use this extra space when it’s available.

Let’s use the feature

We’ll be working on a demo app for the remainder of this article to learn more about how to use the feature.

The demo app is called 1DIV. Users can create designs using CSS and a single HTML element in a simple CSS playground.

The app has two pages. The first lists your existing CSS designs:

The second page enables you to create and edit CSS designs:

Since I’ve added a simple web manifest and service worker, we can install the app as a PWA on desktop. What it appears to be on macOS is shown below:

And on Windows:

Our app looks good, but the first page’s white title bar is a waste of space. In the second page, it would be really nice if the design area went all the way to the top of the app window.

To enhance this, let’s use the Window Controls Overlay feature.

Enabling Window Controls Overlay

The film is still in its experimental phase right now. To try it, you need to enable it in one of the supported browsers.

It has currently been incorporated into Chromium as a result of a collaboration between Microsoft and Google. We can therefore use it in Chrome or Edge by going to the internal about: //flags page, and enabling the Desktop PWA Window Controls Overlay flag.

Using Window Controls Overlay

To use the feature, we need to add the following display_override member to our web app’s manifest file:

{ "name": "1DIV", "description": "1DIV is a mini CSS playground", "lang": "en-US", "start_url": "/", "theme_color": "#ffffff", "background_color": "#ffffff", "display_override": [ "window-controls-overlay" ], "icons": [ ... ]}

The feature appears to be very simple to use. This manifest change is the only thing we need to make the title bar disappear and turn the window controls into an overlay.

We’ll need a little bit of CSS and JavaScript code to make the most of the title bar area in our design and provide a great experience for all users regardless of device or browser they use.

Here is what the app looks like now:

Our logo, search field, and NEW button are now partially covered by the window controls, but the title bar has been removed, which is what we wanted.

It’s similar on Windows, with the difference that the close, maximize, and minimize buttons appear on the right side, grouped together with the PWA control buttons:

CSS to stay away from window controls

Along with the feature, new CSS environment variables have been introduced:

• titlebar-area-x
• titlebar-area-y
• titlebar-area-width
• titlebar-area-height

You can position your content where the title bar would have been by using these variables with the CSS env function to prevent it from overlapping with the window controls. In our case, we’ll use two of the variables to position our header, which contains the logo, search bar, and NEW button.

header { position: absolute; left: env(titlebar-area-x, 0); width: env(titlebar-area-width, 100%); height: var(--toolbar-height);}

The titlebar-area-x variable gives us the distance from the left of the viewport to where the title bar would appear, and titlebar-area-width is its width. (Remember, this is not equivalent to the width of the entire viewport, just the title bar portion, which as noted earlier, doesn’t include the window controls.)

By doing this, we make sure our content remains fully visible. We’re also defining fallback values (the second parameter in the env() function) for when the variables are not defined (such as on non-supporting browsers, or when the Windows Control Overlay feature is disabled).

Our header now adapts to its surroundings, and it doesn’t seem like the window control buttons were left out. The app looks a lot more like a native app.

Changing the window controls the background color so that it blends in

Now let’s take a closer look at our second page: the CSS playground editor.

Not very good. Our CSS demo area does go all the way to the top, which is what we wanted, but the way the window controls appear as white rectangles on top of it is quite jarring.

We can remedy this by altering the app’s theme color. There are a couple of ways to define it:

PWAs can use the theme_color manifest member to define a theme color in the web app manifest file. This color is then used by the OS in different ways. It serves as a background color for the title bar and window controls on desktop computers.
• Websites can use the theme-color meta tag as well. It’s used by browsers to customize the color of the UI around the web page. For PWAs, this color can override the manifest theme_color.

In our case, we can set the manifest theme_color to white to provide the right default color for our app. The OS will read this color value when the app is installed and use it to make the window controls background color white. This color works great for our main page with the list of demos.

The theme-color meta tag can be changed at runtime, using JavaScript. So we can do that to override the white with the right demo background color when one is opened.

Here is the function we’ll use:

function themeWindow(bgColor) { document.querySelector("meta[name=theme-color]").setAttribute('content', bgColor);}

With this in place, we can envision how using color and CSS transitions can smooth transition from the list page to the demo page and make the window control buttons blend in with the rest of the app’s interface.

Dragging the window

Now, getting rid of the title bar entirely does have an important accessibility consequence: it’s much more difficult to move the application window around.

Users can use the Window Controls Overlay feature to move the window, but this area becomes limited to where the control buttons are, and they must very precisely aim between these buttons to move the window. However, the title bar offers a sizable area for users to click and drag.

Fortunately, this can be fixed using CSS with the app-region property. This property is, for now, only supported in Chromium-based browsers and needs the -webkit- vendor prefix. 

To make any element of the app become a dragging target for the window, we can use the following:

-webkit-app-region: drag;

Additionally, it is possible to expressly make an element non-draggable:

-webkit-app-region: no-drag; 

These options can be useful for us. We can make the entire header a dragging target while also making the NEW button and search field non-draggable so they can still be used as normal.

However, because the editor page doesn’t display the header, users wouldn’t be able to drag the window while editing code. So let’s take a different strategy. We’ll create another element before our header, also absolutely positioned, and dedicated to dragging the window.

...

.drag { position: absolute; top: 0; width: 100%; height: env(titlebar-area-height, 0); -webkit-app-region: drag;}

With the above code, we’re making the draggable area span the entire viewport width, and using the titlebar-area-height variable to make it as tall as what the title bar would have been. This way, our draggable area is aligned with the window control buttons as shown below.

And now, to make sure our search field and button are usable:

header .search,header .new { -webkit-app-region: no-drag;}

With the above code, users can click and drag where the title bar used to be. Users are expecting to be able to move windows on their desktops, and we are not breaking this expectation, which is good.

adapting to window resizing

It may be useful for an app to know both whether the window controls overlay is visible and when its size changes. In our situation, there won’t be enough room for the search field, logo, and button to fit because the user made the window very narrow. We would need to lower them a little.

The Window Controls Overlay feature comes with a JavaScript API we can use to do this: navigator.windowControlsOverlay.

The API offers three intriguing features:

• navigator.windowControlsOverlay.visiblelets us know whether the overlay is visible.
• navigator.windowControlsOverlay.getBoundingClientRect()lets us know where the title bar area is located and how big it is.
• navigator.windowControlsOverlay.ongeometrychangelets us know when the size or visibility changes.

Use this to check the size of the title bar area and lower the header if necessary.

if (navigator.windowControlsOverlay) { navigator.windowControlsOverlay.addEventListener('geometrychange', () => { const { width } = navigator.windowControlsOverlay.getBoundingClientRect(); document.body.classList.toggle('narrow', width < 250); });}

In the example above, we set the narrow class on the body of the app if the title bar area is narrower than 250px. We could do something similar with a media query, but using the windowControlsOverlay API has two advantages for our use case:

• It’s only fired when the feature is supported and used, we don’t want to adapt the design otherwise.
• The title bar area is different for different operating systems, which is great because Mac and Windows have different title bar sizes. Using a media query wouldn’t make it possible for us to know exactly how much space remains.

.narrow header { top: env(titlebar-area-height, 0); left: 0; width: 100%;}

When the window is too small, we can use the above CSS code to move our header down and move the thumbnails down in accordance with this.

Thirty pixel of creative pixie dust

Using the Window Controls Overlay feature, we were able to take our simple demo app and turn it into something that feels so much more integrated on desktop devices. Something that transcends the traditional window restrictions and offers its users a personalized experience.

In reality, this feature only gives us about 30 pixels of extra room and comes with challenges on how to deal with the window controls. However, these additional space and those difficulties can be used to create creative challenges.

More devices of all shapes and forms get invented all the time, and the web keeps on evolving to adapt to them. New features are added to the web platform to make it easier for web authors to integrate more and more fully with those devices. From watches or foldable devices to desktop computers, we need to evolve our design approach for the web. We can now think outside the rectangular box when building for the web.

So let’s embrace this. Use the common technologies at our disposal and experiment with new concepts to create personalized experiences for all devices using just one codebase!

If you get a chance to try the Window Controls Overlay feature and have feedback about it, you can open issues on the spec’s repository. You can help improve this feature’s development, which is still in its early stages. Or, you can take a look at the feature’s existing documentation, or this demo app and its source code.

However, we’re still very far from this perfect.

At the time, I didn’t realize yet how to functionally combine morality. Yes, I had found some tools that had worked for me in past projects, such as using checklists, notion monitoring, and “dark truth” sessions, but I didn’t manage to use those in every task. I had only partially succeeded in achieving a higher ( moral ) quality of design, which was not what I would consider to be structurally integrated because I was still struggling for time and support.

I made a deeper investigation into the main causes of business that prevent us from practicing regular social style. Today, after much research and experimentation, I believe that I’ve found the code that will let us functionally combine morality. And it’s remarkably easy! However, we must second move out to understand what we’re going through.

Control the program

Unfortunately, we’re trapped in a capitalist structure that reinforces materialism and inequality, and it’s obsessed with the dream of infinite growth. Sea levels, temperature, and our demand for energy continue to rise unquestioned, while the divide between rich and poor continues to increase. Owners expect ever-higher returns on their investments, and firms feel forced to set short-term goals that reflect this. Over the last years, those targets have twisted our well-intended human-centered mentality into a powerful system that promotes ever-higher levels of consumption. When we’re working for an organization that pursues “double-digit growth” or “aggressive sales targets” ( which is 99 percent of us ), that’s very hard to resist while remaining human friendly. Yet with our best intentions, and even though we like to suggest that we create solutions for people, we’re a part of the problem.

What can we do to alter this?

We may begin by acting in the appropriate program level. Donella H. Meadows, a system scholar, previously listed ways to influence a system in order of success. When you apply these to architecture, you get:

At the lowest level of effectiveness, you can change numbers such as accessibility results or the number of layout views. However, none of that will alter a company’s course.
• Similarly, affecting buffers ( such as team budgets ), stocks ( such as the number of designers ), flows ( such as the number of new hires ), and delays ( such as the time that it takes to hear about the effect of design ) won’t significantly affect a company.
• Focusing rather on feedback rings such as management power, staff identification, or design-system purchases can help a business become better at achieving its objectives. But that doesn’t change the objectives themselves, which means that the organization will still work against your ethical-design ideals.
• The next level, information flows, is what most ethical-design initiatives focus on now: the exchange of ethical methods, toolkits, articles, conferences, workshops, and so on. This is where ethical design has largely remained theoretical. We’ve been focusing all of this time on the wrong system level.
• Take rules, for example—they beat knowledge every time. There can be widely accepted rules, such as how finance works, or a scrum team’s definition of done. However, unofficial rules meant to keep profits, frequently revealed through comments like” the client didn’t ask for it” or “don’t make it too big” can also smother ethical design.
• It is difficult to change the laws without exercising official authority. That’s why the next level is so influential: self-organization. Experimentation, bottom-up initiatives, passion projects, self-steering teams—all of these are examples of self-organization that improve the resilience and creativity of a company. It’s exactly this diversity of viewpoints that’s needed to structurally tackle big systemic issues like consumerism, wealth inequality, and climate change.
• Yet even stronger than self-organization are objectives and metrics. Our businesses want to earn more money, which means that everyone in the company makes an effort to earn more money. And once I realized that profit is merely a measure, I realized how crucial a very specific, defined metric can be in the direction of a company.

The takeaway? We must first change the company’s measurable goals from the bottom up if we truly want to incorporate ethics into our daily design practice.

Redefine success

Traditionally, we consider a product or service successful if it’s desirable to humans, technologically feasible, and financially viable. You tend to see these represented as equals, if you type the three words in a search engine, you’ll find diagrams of three equally sized, evenly arranged circles.

But in our hearts, we all know that the three dimensions aren’t equally weighted: it’s viability that ultimately controls whether a product will go live. Therefore, a more accurate representation might look like this:

The means are feasibility and desire, and viability is the aim. Companies—outside of nonprofits and charities—exist to make money.

A genuinely purpose-driven company would try to reverse this dynamic: it would recognize finance for what it was intended for: a means. Therefore, both feasibility and viability are effective means of achieving the company’s goals. It makes intuitive sense: to achieve most anything, you need resources, people, and money. ( Fun fact: the Italian language knows no difference between feasibility and viability, both are simply fattibilità. )

However, it is insufficient to substitute a desirable for a viable outcome for an ethical one. Consumption is still associated with desirability because the associated activities aim to determine what people want, regardless of whether or not it benefits them. Desirability objectives, such as user satisfaction or conversion, don’t consider whether a product is healthy for people. They don’t stop us from developing products that deceive or deceive people, or do they prevent us from reducing society’s wealth inequality. They are unsuitable for striking a healthy balance with the natural world.

There’s a fourth dimension of success that’s missing: our designs also need to be ethical in the effect that they have on the world.

This is hardly a new idea. Many similar models exist, some calling the fourth dimension accountability, integrity, or responsibility. What I’ve never seen before, however, is the necessary step that comes after: to influence the system as designers and to make ethical design more practical, we must create objectives for ethical design that are achievable and inspirational. There’s no one way to do this because it highly depends on your culture, values, and industry. However, I’ll share the version I created with a group of design agency coworkers. Consider it a template to get started.

Pursue well-being, equity, and sustainability

We created objectives that address design’s effect on three levels: individual, societal, and global.

An objective on the individual level teaches us that success transcends the typical area of focus on usability and satisfaction, taking into account factors like how much time and effort are required from users. We pursued well-being:

We create products and services that allow for people’s health and happiness. Our solutions are calm, transparent, nonaddictive, and nonmisleading. We respect our users ‘ time, attention, and privacy, and help them make healthy and respectful choices.

An objective on the societal level forces us to consider our impact beyond just the user, widening our attention to the economy, communities, and other indirect stakeholders. We called this objective equity:

We develop goods and services that benefit society. We consider economic equality, racial justice, and the inclusivity and diversity of people as teams, users, and customer segments. We listen to local culture, communities, and those we affect.

Finally, the global goal of maintaining harmony with humanity’s only home is the one we have. Referring to it simply as sustainability, our definition was:

We develop goods and services that reward reuse and sufficiency. Our solutions support the circular economy: we create value from waste, repurpose products, and prioritize sustainable choices. We deliver functionality instead of ownership, and we limit energy use.

In essence, ethical design ( to us ) meant achieving the wellbeing of each user and an equitable value distribution within society through a design that can sustain our living planet. When we introduced these objectives in the company, for many colleagues, design ethics and responsible design suddenly became tangible and achievable through practical—and even familiar—actions.

Measure impact

But defining these objectives still isn’t enough. What truly caught the attention of senior management was the fact that we created a way to measure every design project’s well-being, equity, and sustainability.

This overview lists example metrics that you can use as you pursue well-being, equity, and sustainability:

There’s a lot of power in measurement. As the saying goes, what gets measured gets done. This example was once provided by Donella Meadows:

The system will produce military spending if the desired system state is national security, which is defined as the amount of money spent on the military. It may or may not produce national security”.

This phenomenon explains why desirability is a poor indicator of success: it’s typically defined as the increase in customer satisfaction, session length, frequency of use, conversion rate, churn rate, download rate, and so on. But none of these metrics increase the health of people, communities, or ecosystems. What if instead we measured success through metrics for ( digital ) well-being, such as ( reduced ) screen time or software energy consumption?

There’s another important message here. Even if we set an objective to build a calm interface, if we were to choose the wrong metric for calmness—say, the number of interface elements—we could still end up with a screen that induces anxiety. Choosing the incorrect metric can completely derail good intentions.

Additionally, choosing the right metric is enormously helpful in focusing the design team. Once you complete the task of selecting metrics for our goals, you are forced to consider what success looks like in terms of words and how you can demonstrate that you’ve accomplished your ethical goals. What control over what we as designers have in place of the other can I include in my design or alter in my process to achieve the desired level of success? The response to this query is very concise and focused.

And finally, it’s good to remember that traditional businesses run on measurements, and managers love to spend much time discussing charts ( ideally hockey-stick shaped ) —especially if they concern profit, the one-above-all of metrics. For good or ill, to improve the system, to have a serious discussion about ethical design with managers, we’ll need to speak that business language.

Practice daily ethical design

Only then do you have the opportunity to structurally practice ethical design once you have defined your goals and have a reasonable idea of the potential metrics for your design project. It” simply” turns into a matter of using your imagination and sprinkling from the knowledge and tools that are already at your disposal.

I think this is quite exciting! The design process is presented with a whole new set of difficulties and considerations. Would a brief illustration suffice, or should you go with that enticing video? Which typeface is the most calm and inclusive? What brand-new equipment and techniques do you employ? When is the website’s end of life? How can you offer the same service to users with less focus? How can you ensure that those who are affected by decisions are present when they are made? How can you measure our effects?

The definition of success will fundamentally alter what it means to do good design.

There is, however, a final piece of the puzzle that’s missing: convincing your client, product owner, or manager to be mindful of well-being, equity, and sustainability. For this, it’s essential to engage stakeholders in a dedicated kickoff session.

Start it off or return to the pre-existing

The most crucial meeting that it is so easy to forget to include is the kickoff. It consists of two major phases: 1 ) the alignment of expectations, and 2 ) the definition of success.

In the first phase, the entire ( design ) team goes over the project brief and meets with all the relevant stakeholders. Everyone gets to know one another, shares their hopes for the outcome and their contributions to it. Assumptions are raised and discussed. The goal is to reach the same level of understanding, which will help to prevent mistakes and surprises later on in the project.

For example, for a recent freelance project that aimed to design a digital platform that facilitates US student advisors ‘ documentation and communication, we conducted an online kickoff with the client, a subject-matter expert, and two other designers. We used a combination of canvases on Miro: one with questions from” Manual of Me” ( to get to know each other ), a Team Canvas ( to express expectations ), and a version of the Project Canvas to align on scope, timeline, and other practical matters.

The kickoff’s primary goal is the stated above. But just as important as expressing expectations is agreeing on what success means for the project—in terms of desirability, viability, feasibility, and ethics. What are the objectives in each dimension?

It is crucial to reach an understanding of what success means at this early stage because you can rely on it for the duration of the project. The design team can use diversity as a specific success factor during the kickoff if, for instance, they want to create an inclusive app for a diverse user group. If the client consents, the team will be able to recite that promise throughout the project. As we agreed in our first meeting, having a diverse user group that includes A and B is essential to creating a successful product. Therefore, we conduct activity X and follow the research procedure Y. Compare those odds to a situation where the team had to ask for permission halfway through the project and didn’t agree to it in advance. The client might argue that that was in excess of the agreed scope, and she would be correct.

To define success, I created a round canvas that I call the Wheel of Success in the case of this freelance project. It consists of an inner ring, meant to capture ideas for objectives, and a set of outer rings, meant to capture ideas on how to measure those objectives. The rings are divided into five dimensions of successful design: healthy, equitable, sustainable, desirable, feasible, and viable.

We went through each dimension, writing down ideas on digital sticky notes. Then we exchanged ideas and verbally agreed on the most crucial ones. Our client, for instance, agreed that the platform’s success depends heavily on sustainability and progressive enhancement. Additionally, the subject-matter expert stressed the value of involving students from underprivileged and low-income groups in the design process.

In a project brief that adequately described these elements, we followed up our discussions and agreed on them.

the project’s origin and purpose: why are we doing this project?
• the problem definition: what do we want to solve?
• the concrete goals and metrics for each success dimension: what do we want to achieve?
• the scope, process, and role descriptions: how will we achieve it?

With such a brief in place, you can use the agreed-upon objectives and concrete metrics as a checklist of success, and your design team will be ready to pursue the right objective—using the tools, methods, and metrics at their disposal to achieve ethical outcomes.

Conclusion

Over the past year, quite a few colleagues have asked me,” Where do I start with ethical design”? Create a session with your stakeholders to ( re)define success, which is what I’ve always said. Even though you might not always be entirely successful in coming to terms with goals that address all responsibility objectives, that consistently beats the status quo. If you want to be an ethical, responsible designer, there’s no skipping this step.

To be even more specific: if you consider yourself a strategic designer, your challenge is to define ethical objectives, set the right metrics, and conduct those kick-off sessions. If you think of yourself as a system designer, you need to understand how your industry influences consumerism and inequality, how finance drives business, and how to think creatively about how to use the most powerful tools to influence the system. Then redefine success to give those levers a new lease of life.

And for those who identify as service designers, UX designers, or UI designers, stay away from toolkits, meetups, and conferences for a while if you truly want to have a positive, meaningful impact. Instead, gather your colleagues and define goals for well-being, equity, and sustainability through design. Engage your stakeholders in a workshop to find ways to accomplish and evaluate those ethical objectives. Take their input, make it concrete and visible, ask for their agreement, and hold them to it.

Otherwise, I’m genuinely sorry to say, you’re wasting your precious time and creative energy.

Of course, engaging your stakeholders in this way can be uncomfortable. Many of my colleagues expressed doubts such as” What will the client think of this”?,” Will they take me seriously”?, and “Can’t we just do it within the design team instead”? A product manager once questioned why ethics couldn’t just be a set process for design, avoiding having to put forth an effort to define ethical goals. It’s a tempting idea, right? We wouldn’t need to engage in contentious discussions with stakeholders about what values or which key-performance indicators to use. It would let us focus on what we like and do best: designing.

But as systems theory tells us, that’s not enough. For those of us who aren’t from marginalized groups and have the privilege of speaking up and being heard, that uncomfortable space is where we need to be if we truly want to make a difference. We can’t remain within the design-for-designers bubble, enjoying our privileged working-from-home situation, disconnected from the real world out there. If we only keep talking about ethical design and it continues to be at the level of articles and toolkits, for those of us who have the chance to speak up and be heard, we are not designing ethically. It’s just theory. By challenging them to redefine success in business, we must actively engage with our coworkers and clients.

With a bit of courage, determination, and focus, we can break out of this cage that finance and business-as-usual have built around us and become facilitators of a new type of business that can see beyond financial value. We simply need to come to terms with the right goals at the start of each design project, identify the appropriate metrics, and acknowledge that we already have everything in place to begin. That’s what it means to do daily ethical design.

For their inspiration and support over the years, I would like to thank Emanuela Cozzi Schettini, José Gallegos, Annegret Bönemann, Ian Dorr, Vera Rademaker, Virginia Rispoli, Cecilia Scolaro, Rouzbeh Amini, and many others.

The mobile-first style approach is great—it focuses on what really matters to the consumer, it’s well-practiced, and it’s been a popular style design for years. But developing your CSS mobile-first should also be wonderful, too…right?

Well, not necessarily. Classic mobile-first CSS development is based on the principle of overwriting style declarations: you begin your CSS with default style declarations, and overwrite and/or add new styles as you add breakpoints with min-width media queries for larger viewports (for a good overview see “What is Mobile First CSS and Why Does It Rock?”). But all those exceptions create complexity and inefficiency, which in turn can lead to an increased testing effort and a code base that’s harder to maintain. Admit it—how many of us willingly want that?

Mobile-first CSS may yet be the best option for your own projects, but you need to first determine how ideal it is in light of the physical design and user interactions you’re trying to create. To help you get started, here’s how I go about tackling the elements you need to watch for, and I’ll discuss some alternative remedies if mobile-first doesn’t seem to fit your job.

Benefits of mobile-first

Some of the points to enjoy with mobile-first CSS growth —and why it’s been the de facto growth strategy for thus long—make a lot of feeling:

Development pyramid. One thing you definitely get from mobile-first is a great development hierarchy—you only focus on the cellular view and get developing.

Tried and tested. It has been a tried-and-true method that has worked for years because it solves a difficulty flawlessly.

Prioritizes the smart see. The smart see is the simplest and arguably the most significant because it covers all of the crucial consumer journeys and frequently accounts for more user visits ( depending on the project ) in terms of complexity.

Prevents desktop-centric growth. It can be tempting to first focus on the desktop perspective because enhancement is done using pc servers. However, considering mobile from the beginning prevents us from getting stuck eventually; no one wants to spend their day getting a site that is focused on desktops to work on mobile devices!

Drawbacks of mobile-first

Model declarations can be set at lower breakpoints and finally overwritten at higher breakpoints:

More richness. The more unneeded code you inherit from lower thresholds the higher up the target order you ascend.

Higher CSS sensitivity. A school name declaration’s default style has then a higher specificity that has been returned to the browser’s default value. When you want to preserve the CSS pickers as simple as possible, this can cause a headache on massive projects.

Requires more analysis assessment. All higher thresholds must be regression tested if changes to CSS at a lower see ( such as adding a new style ) are required.

The browser can’t prioritize CSS downloads. At wider breakpoints, classic mobile-first min-width media queries don’t leverage the browser’s capability to download CSS files in priority order.

The issue of home value surpasses

There is no intrinsically wrong with overwriting principles; CSS was created to accomplish that. However, sharing incorrect values is counterproductive and can be burdensome and inadequate. When you need to replace styles to restore them to their defaults, which may cause issues after, especially if you’re using a combination of bespoke CSS and energy classes, does this also lead to more style specificity. A style with a higher specificity that has been reset won’t be able to be used with a utility class.

With this in mind, I’m developing CSS with a focus on the default values much more these days. Since there’s no specific order, and no chains of specific values to keep track of, this frees me to develop breakpoints simultaneously. I concentrate on finding common styles and isolating the specific exceptions in closed media query ranges (that is, any range with a max-width set). 

This approach opens up some opportunities, as you can look at each breakpoint as a clean slate. If a component’s layout looks like it should be based on Flexbox at all breakpoints, it’s fine and can be coded in the default style sheet. When CSS is placed into closed media query ranges, it can be done both Grid and Flexbox completely independently. Additionally, having a thorough understanding of any given component in all breakpoints upfront is necessary for developing simultaneously. This can help identify issues with the design more quickly in the development process. We don’t want to travel down the rabbit hole while creating complex mobile components, only to discover that the desktop designs are just as complex and incompatible with the HTML we created for the mobile view!

Though this approach isn’t going to suit everyone, I encourage you to give it a try. There are plenty of tools out there to help with concurrent development, such as Responsively App, Blisk, and many others.

Having said that, I don’t feel the order itself is particularly relevant. Stick to the classic development order if you like to concentrate on the mobile view, understand the requirements for other breakpoints, and prefer to work on multiple devices at once. It’s crucial to find common styles and exceptions in the appropriate stylesheet, which is a manual tree-shaking procedure! Personally, I find this a little easier when working on a component across breakpoints, but that’s by no means a requirement.

Closed media query ranges in practice

In classic mobile-first CSS we overwrite the styles, but we can avoid this by using media query ranges. To illustrate the difference ( I’m using SCSS for brevity ), let’s assume there are three visual designs:

• smaller than 768
• from 768 to below 1024
• 1024 and anything larger

Take a simple example where a block-level element has a default padding of “20px,” which is overwritten at tablet to be “40px” and set back to “20px” on desktop.

.my-block { padding: 20px; @media (min-width: 768px) { padding: 40px; } @media (min-width: 1024px) { padding: 20px; }}

.my-block { padding: 20px; @media (min-width: 768px) and (max-width: 1023.98px) { padding: 40px; }}

The subtle difference is that the mobile-first example sets the default padding to “20px” and then overwrites it at each breakpoint, setting it three times in total. In contrast, the second example sets the default padding to “20px” and only overrides it at the relevant breakpoint where it isn’t the default value (in this instance, tablet is the exception).

The goal is to: 

• Only set styles when needed. 
• Not set them with the expectation of overwriting them later on, again and again. 

To this end, closed media query ranges are our best friend. If we need to make a change to any given view, we make it in the CSS media query range that applies to the specific breakpoint. We’ll be much less likely to introduce unwanted alterations, and our regression testing only needs to focus on the breakpoint we have actually edited. 

Taking the above example, if we find that .my-block spacing on desktop is already accounted for by the margin at that breakpoint, and since we want to remove the padding altogether, we could do this by setting the mobile padding in a closed media query range.

.my-block {  @media (max-width: 767.98px) {    padding: 20px;  }  @media (min-width: 768px) and (max-width: 1023.98px) {    padding: 40px;  }}

The browser default padding for our block is “0,” so instead of adding a desktop media query and using unset or “0” for the padding value (which we would need with mobile-first), we can wrap the mobile padding in a closed media query (since it is now also an exception) so it won’t get picked up at wider breakpoints. At the desktop breakpoint, we won’t need to set any padding style, as we want the browser default value.

separating the CSS from combining it

Back in the day, keeping the number of requests to a minimum was very important because the browser's concurrent request limit (typically around six ) was high. As a consequence, the use of image sprites and CSS bundling was the norm, with all the CSS being downloaded in one go, as one stylesheet with highest priority.

With HTTP/2 and HTTP/3 now on the scene, the number of requests is no longer the big deal it used to be. By using a media query, we can separate the CSS into several files. The obvious benefit of this is that the browser can now request the CSS it currently requires with a higher priority than the CSS it doesn't. This is more effective and can shorten the amount of time a page is blocked overall.

Which HTTP version are you using?

To determine which version of HTTP you're using, go to your website and open your browser's dev tools. Next, go to the Network tab and check whether the Protocol column is visible. If "h2" is listed under Protocol, it means HTTP/2 is being used.

Note: to view the Protocol in your browser's dev tools, go to the Network tab, reload your page, right-click any column header ( e. g., Name ), and check the Protocol column.

Also, if your site is still using HTTP/1... WHY?!! What awaits you? The HTTP/2 user support is excellent.

Splitting the CSS

Separating the CSS into individual files is a worthwhile task. Linking the separate CSS files using the relevant media attribute allows the browser to identify which files are needed immediately (because they’re render-blocking) and which can be deferred. Based on this, it allocates each file an appropriate priority.

We can see that the mobile and default CSS are loaded with" Highest" priority in the following example of a website that is visited on a mobile breakpoint. The remaining CSS files ( print, tablet, and desktop ) are still downloaded in case they'll be needed later, but with" Lowest" priority.

Before rendering can begin, the browser will need to download and parse the CSS file when using bundled CSS.

While, as noted, with the CSS separated into different files linked and marked up with the relevant media attribute, the browser can prioritize the files it currently needs. Using closed media query ranges allows the browser to do this at all widths, as opposed to classic mobile-first min-width queries, where the desktop browser would have to download all the CSS with Highest priority. We can’t assume that desktop users always have a fast connection. For instance, in many rural areas, internet connection speeds are still slow. 

Depending on project requirements, the media queries and the number of separate CSS files may vary from one project to the next, but the example below may look similar.

Depending on the project’s deployment strategy, a change to one file (mobile.css, for example) would only require the QA team to regression test on devices in that specific media query range. Compare that to the prospect of deploying the single bundled site.css file, an approach that would normally trigger a full regression test.

Moving on

The adoption of mobile-first CSS was a significant development milestone because it allowed front-end developers to concentrate on mobile web applications rather than creating websites for desktop use and attempting to retrofit them to work on other devices.

I don't think anyone wants to return to that development model again, but it's important we don't lose sight of the issue it highlighted: that things can easily get convoluted and less efficient if we prioritize one particular device—any device—over others. For this reason, focusing on the CSS in its own right, always mindful of what is the default setting and what's an exception, seems like the natural next step. I've started to notice subtle simplifications in both the CSS of my own and that of other developers, and that testing and maintenance work is also a little more effective and streamlined.

In the end, simplifying CSS rule creation whenever possible is a more effective strategy than circling around with overrides. But whichever methodology you choose, it needs to suit the project. Mobile-first may—or may not—turn out to be the best choice for what's involved, but first you need to solidly understand the trade-offs you're stepping into.

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

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

Getting Started

For the sake of this article, we’ll believe you’re already familiar with the basics of online personalization. A nice guide can be found these: Website Personalization Planning. Although Graphic projects in this field can take a variety of forms, they frequently begin with similar starting points.

Popular circumstances for launching a personalization project:

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

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

From top to bottom, the amounts include:

North Star: What larger geopolitical goal is driving the personalization system?
1. Objectives: What are the specific, tangible benefits of the system?
2. Touchpoints: Where will the personalized experience become served?
3. Contexts and Campaigns: What personalization information does the person view?
4. User Parts: What constitutes a special, suitable market?
5. What trustworthy and credible information does our professional platform collect to enable personalization?
6. Natural Data: What wider set of data is potentially available ( now in our environment ) allowing you to optimize?

We’ll go through each of these amounts sequentially. An associated deck of cards was created to highlight specific examples from each level to make this more practical. We’ve included examples for you here because we think they’re useful for customisation brainstorming sessions.

Starting at the top

The parts of the pyramids are as follows:

North Star

What overall goal do you have with your personalization program ( big or small ) is a northern star. The personalisation program’s overall goal is described in The North Star. What do you wish to perform? North Stars cast a ghost. The bigger the sun, the bigger the dark. Example of North Starts may incorporate:

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

Goals

As in any great UX style, personalization may help promote designing with client intentions. The goals serve as the military and tangible indicators of the success of the entire program. Start with your existing analytics and assessment system, as well as metrics that you can benchmark against. In some cases, new targets may be ideal. The most important thing to keep in mind is that personalisation is not a desired outcome. It is a means to an end. Common targets include:

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

Touchpoints

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

Channel-level Touchpoints

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

Wireframe-level Touchpoints

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

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

Contexts and Campaigns

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

Personalization Context Model:

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

Personalization Content Model:

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

If you’d like to learn more about each of these designs, check out Colin’s Personalization Content Model and Jeff’s Personalization Context Model.

User Parts

User segments can be created based on user research, either prescriptively or adaptively ( e .g., through rules and logic tied to set user behaviors or through A/B testing ). You will need to think about how to treat the logged-in visitor, the guest or returning visitor for whom you may have a stateful cookie ( or another post-cookie identifier ), or the authenticated visitor who is logged in at the very least. The personalisation pyramid has some of the following instances:

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

Actionable Data

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

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

When it comes to recognizing and making decisions about various audiences and their signals, profiling has evolved. As time and confidence and data volume increase, it varies to more granular constructs about smaller and smaller cohorts of users.

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

Pulling it Together

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

One can begin to chart the entire course of a card’s “hand” from leadership focus to tactical and tactical execution. It is also at the heart of the way that both co-authors have organized workshops to build a backlog of programs, which would make a good subject for a separate article.

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

Lay Down Your Cards

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

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

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

The Tale of Justin’s Preposterous Pate

When I was coming out of arts school, a long-haired, goateed novice, write was a known quantity to me, design on the web, however, was riddled with complexities to understand and learn, a problem to be solved. Though I had been fully trained in graphic design, font, and design, what fascinated me was how these classic skills may be applied to a budding online landscape. This style would ultimately determine the direction of my job.

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

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

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

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

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

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

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

Design news portals were incredibly popular during this period, featuring ( what would now be considered ) Tweet-size, small-format snippets of pertinent news from the categories I previously mentioned. If you took Twitter, curated it to a few categories, and wrapped it in a custom-branded experience, you’d have a design news portal from the late 90s / early 2000s.

We as designers had evolved and created a bandwidth-sensitive, web standards award-winning, much more accessibility-conscious website. Still ripe with experimentation, yet more mindful of equitable engagement. You can see a couple of content panes here, noting general news (tech, design ) and Mac-centric news below. We also provided many of the custom downloads I previously mentioned as being accessible on my folio website but with a GUI Galaxy theme and branding.

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

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

Now, why am I taking you on this trip through design memory lane? Two reasons.

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

Today’s web design has been in a period of stagnation. There’s a good chance of seeing a website with a hero image or banner with text overlaying, perhaps with a lovely rotating carousel of images ( laying the snark on heavy there ), a call to action, and three columns of sub-content directly beneath. Perhaps there are selections that vaguely relate to their respective content in an icon library.

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

Pixel Problems

Websites built during this time period were frequently built using Macs with OS and desktops that resembled this. This is Mac OS 7.5, but 8 and 9 weren’t that different.

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

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

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

Expanding upon the notion of exploration, I wanted to see how I could push the limits of a 32×32 pixel grid with that 256-color palette. These ridiculous requirements imposed a clarity of concept and presentation that I found to be incredibly appealing. I was thrust into the digital gauntlet because of it. And so, in my dorm room into the wee hours of the morning, I toiled away, bringing conceptual sketches into mini mosaic fruition.

These are some of my creations that I made using ResEdit, the only program I had at the time, to create icons. ResEdit was a clunky, built-in Mac OS utility that wasn’t really designed for what we were using it for. At the core of all of this work: Research. Challenge. Problem- solving. Again, these core connection-based values are agnostic of medium.

I want to talk about one more design portal, which serves as the second component of my story’s fusion.

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

For my part, I gained some notoriety in the design industry as a result of combining my web design work with my pixel art exploration. K10k eventually added me as one of their very select group of news writers to the website’s content.

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

I evolved—devolved, really—into a colossal asshole ( and in just about a year out of art school, no less ). The praise and the press immediately surpassed what I needed to fulfill, and they did just that. My ego was inflated by them. I actually felt a little better than my fellow designers.

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

I effectively stopped researching and discovering because I was so confident in my abilities. When I used to lead myself to iterate through concepts or sketches, I leaped right into Photoshop. I drew my inspiration from the tiniest of sources ( and with no discernible bias ). My peers frequently vehemently disapproved of any criticism of my work. The most tragic loss: I had lost touch with my values.

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

It’s true, I initially didn’t accept it, but after much reflection, I was able to accept it. I was soon able to accept, and process, and course correct. The realization laid me low, but the re-awakening was essential. I let go of the “reward” of admiration and turned my attention to the issues that had sparked my passion for art school. Most importantly: I got back to my core values.

Always Students

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

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

In one of my earlier professional roles, I about fifteen years ago created the interface for the application that produced the LHC’s particle collision diagrams. These diagrams are often regarded as works of art by themselves because they depict what is actually happening inside the Collider during any given particle collision event.

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

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

I also had the opportunity to observe the physicists ‘ use of the tool in their own homes, on their own terminals, during my first ethnographic observation. One takeaway was that the data columns ended up using white text on a dark gray background rather than black text-on-white because of the facility’s level of ambient light-driven contrast. They were able to focus on their eyes while working during the day while poring over enormous amounts of data. Additionally, since Fermilab and CERN are government entities with strict accessibility requirements, my knowledge in that field also expanded. The barrier-free design was another essential form of connection.

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

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

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

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

I am a artistic. What I do is alchemy. It is a puzzle. I prefer to let it be done through me rather than through me.

I am a innovative. Certainly all creative people approve of this brand. Not all people see themselves in this manner. Some innovative individuals incorporate technology into their work. That is their reality, and I regard it. Sometimes I even envy them, a minor. But my approach is different—my becoming is unique.

Apologizing and qualifying in progress is a diversion. That’s what my head does to destroy me. I’ll leave it alone for today. I may forgive and be qualified at any time. after I’ve said what I should have. Which is challenging enough.

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

Sometimes it does go that method. Maybe I have to create something right away. I’ve learned to avoid saying it right away because people think you don’t work hard enough when you know it’s the best idea when you’re on the go and you know it’s the best idea.

Maybe I work and work and work until the thought strikes me. Maybe it arrives right away, but I don’t remind people for three weeks. Sometimes I get so excited about an thought that just came along 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. Maybe other people agree: yes, that is the best idea. Most times they don’t and I regret having given way to joy.

Passion should only be saved for the meet, when it matters. not the informal gathering that two different gatherings precede that appointment. Anyone knows why we have all these discussions. We keep saying we’re getting rid of them, but we keep discovering new ways to get them. They occasionally yet excel. But occasionally they detract from the actual labor. The percentages between when conferences are important, and when they are a sad distraction, vary, depending on what you do and where you do it. And who you are and how you go about doing it. Suddenly I digress. I am a innovative. That is the style.

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

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

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

I can nail apart, surround myself with information or photos, and maybe that works. I can go for a walk, and occasionally that works. There is a Eureka that has nothing to do with sizzling fuel and flowing pots. I may be making dinner. I frequently know what to do when I awaken. The idea that may have saved me disappears almost as frequently as I become aware and part of the world once more in a senseless wind of oblivion. For imagination, I believe, comes from that other world. The one we enter in aspirations, and possibly, before conception and after death. But that’s for authors to know, and I am not a writer. I am a artistic. Theologians should circulate large armies throughout their artistic globe, which they claim to be true. But that is 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 around.

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

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

Creatives understand artists.

Disadvantages know cons, just like real rappers recognize actual rappers, just like queers recognize queers. Creatives feel enormous regard for creatives. We love, respect, emulate, and nearly deify the excellent ones. To idolize any man is, of course, a dreadful mistake. We have been warned. We know much. We know people are simply people. They dispute, they are depressed, they regret their most critical decisions, they are weak and thirsty, they can be cruel, they can be just as terrible as we can, if, like us, they are clay. But. But. However, they produce this incredible issue. They give birth to something that was unable to occur before them or otherwise. They are the inspirations ‘ mother. And I suppose, since it’s only lying it, I have to put that they are the mother of technology. Ba ho backside! Okay, that’s done. Continue.

Creatives belittle our personal small successes, because we compare them to those of the wonderful people. Wonderful graphics! Also, I‘m no Miyazaki. Now THAT is brilliance. That is brilliance straight out of the mouth of God. This half-starved small item that I made? It essentially fell off the turnip vehicle. And the carrots weren’t even new.

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

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

I am a artistic. Every experience I create has the potential to make Indiana Jones look older while snoring in a deck head. The more I pursue my creative endeavors, the faster I progress in my work, and the more I slog through loops and gaze blankly before beginning that task.

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

I am not an actor.

I am a innovative. Not an actor. Though I dreamed, as a child, of eventually being that. Some of us criticize our abilities and fear our own selves because we are not Michelangelos and Warhols. That is narcissism—but at least we aren’t in elections.

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

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

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

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

Working frees me from worrying about my job.

I am a artistic. I worry that my little product will disappear unexpectedly.

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

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

There. I think I’ve said it.

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

Other words

Joe’s article spends a lot of time addressing computer-vision types ‘ ability to create other words. He raises a number of legitimate 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 ( that should probably have descriptions ) and those that are purely decorative ( which might not need a description ) either. Nonetheless, I still think there’s possible in this area.

As Joe mentions, human-in-the-loop publishing of alt word should definitely be a factor. And if AI can intervene and provide a starting point for alt text, even if the 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 gain.

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

The image example provided in the GPT4 announcement provides an intriguing opportunity, even though complex images like graphs and charts are challenging to summarize succinctly ( even for humans ). Let’s say you came across a map that 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 would frequently leave many unanswered questions about the data, but let’s just assume that that was the description in place. ) Imagine a world where people could ask questions about the vivid if your computer knew that that picture was a dessert chart ( because an ship model concluded this ).

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

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

What if you could request your website to make a complicated chart simpler? What if you asked it to separate a single line from a collection curve? What if you could request your website to transform the different lines ‘ colors so they match your color blindness better? What if you asked it to switch shades in favor of habits? Given these resources ‘ chat-based interface and our existing ability to manipulate photos in today’s AI devices, that seems like a chance.

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

Matching algorithms

When Safiya Umoja Noble chose to call her book Algorithms of Oppression, she hit the nail on the head. Although her book focused on the ways that search engines can foster racism, I believe it to be equally accurate to say that all computer models have the potential to amplify conflict, bias, and intolerance. We all know that poorly designed and maintained algorithms are incredibly harmful, whether it’s Twitter that keeps bringing you the most recent tweet from a drowsy billionaire, YouTube that keeps us in a q-hole, or Instagram that keeps us guessing what natural bodies look like. A large portion of this is a result of a lack of diversity in the people who design and construct them. When these platforms are built with inclusively baked in, however, there’s real potential for algorithm development to help people with disabilities.

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

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

Imagine if the social media company’s recommendation engine was tuned to prioritize follow recommendations for people who discussed topics similar to those that were important but who were not in your current sphere of influence in any significant way. 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 took its recommendations, perhaps you’d get a more holistic and nuanced understanding of what’s happening in the AI field. These same systems should also use their understanding of biases about particular communities—including, for instance, the disability community—to make sure that they aren’t recommending any of their users follow accounts that perpetuate biases against (or, worse, spewing hate toward ) those groups.

Other ways that AI can helps people with disabilities

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

Voice preservation. You may have seen the VALL-E paper or Apple’s Global Accessibility Awareness Day announcement or you may be familiar with the voice-preservation offerings from Microsoft, Acapela, or others. People who have ALS ( Lou Gehrig’s disease ), motor-neuron disease, or other medical conditions that can prevent them from talking can greatly benefit from having an AI model that can mimic your voice. This is, of course, the same tech that can also be used to create audio deepfakes, so it’s something that we need to approach responsibly, but the tech has truly transformative potential.
• Voice recognition. Researchers are assisting people with disabilities in the collection of recordings of people with atypical speech, thanks to the assistance of the Speech Accessibility Project. As I type, they are actively recruiting people with Parkinson’s and related conditions, and they have plans to expand this to other conditions as the project progresses. More people with disabilities will be able to use voice assistants, dictation software, and voice-response services, as well as to use only their voices to control computers and other devices, according to this research.
• Text transformation. LLMs of the current generation are quite capable of changing text without creating hallucinations. This is incredibly empowering for those who have cognitive disabilities and who may benefit from text summaries or simplified versions, or even text that has been prepared for bionic reading.

The value of various teams and sources of data

Our differences must be acknowledged as important. 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. Stronger models can be created using inclusive data sets, which lead to more equitable outcomes.

Want a model that doesn’t demean or patronize or objectify people with disabilities? Make sure that you include information about disabilities that is written by people who have a range of disabilities and that is well represented in the training data.

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

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

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

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