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This section will provide you with that plan of action. It covers how to incorporate safety principles into your design work in order to make tech that’s secure, how to persuade your stakeholders that this work is important, and how to respond to the critique that what we really need is more diversity. ( Spoiler: we do, but diversity alone is not the solution to fixing unethical, unsafe technology. )

The method for equitable safety

Your objectives when designing for protection are as follows:

• discover ways your solution can be used for abuse,
• 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 ). I developed this strategy 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 basic areas of action:

• conducting studies
• Creating tropes
• Pondering issues
• Designing answers
• Testing for health

It is intended to be flexible, so teams might not want to apply every action in all circumstances. 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 once you use it, if you have an idea for making it better or simply want to give perspective of how it helped your staff, please get in touch with me. It’s a living document, and I want to use it as a practical and useful application for technologists in their day-to-day tasks.

If you’re working on a product especially for a resilient team or survivors of some form of injury, such as an application for survivors of domestic violence, sexual abuse, or drug addiction, be sure to read Section 7, which covers that position directly and should be handled a bit different. The principles set forth here are for putting safety first when creating a more general product with a broad user base ( which, as we already know from statistics, will include some groups that should be protected from harm ). Chapter 7 is focused on products that are specifically for vulnerable groups and people who have experienced trauma.

Step 1: Conduct research

Design research should include a thorough analysis of how your technology might be used for abuse as well as specific insights into the experiences of those who have witnessed and perpetrated that kind of abuse. At this stage, you and your team will investigate issues of interpersonal harm and abuse, and explore any other safety, security, or inclusivity issues that might be a concern for your product or service, like data security, racist algorithms, and harassment.

broad analysis

Your project should begin with broad, general research into similar products and issues around safety and ethical concerns that have already been reported. For example, a team building a smart home device would do well to understand the multitude of ways that existing smart home devices have been used as tools of abuse. If your product involves artificial intelligence, make sure to learn about the potential for racism and other issues that have been reported in other AI products. Nearly all types of technology have some kind of potential or actual harm that’s been reported on in the news or written about by academics. Google Scholar is a useful resource for locating 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 have a better understanding of the subject and be better positioned to prevent retraumatize survivors, you should interview advocates working in the area of your research first. 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. While some survivors may not want to be paid, you should always make the offer in the initial ask. Donating to a cause that combated the kind of violence the interviewee experienced is an alternative to paying for. We’ll talk more about how to appropriately interview survivors in Chapter 6.

Abusers specific research

It’s unlikely that teams aiming to design for safety will be able to interview self-proclaimed abusers or people who have broken laws around things 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 after you’ve finished conducting it to create abuser and survivor archetypes. Archetypes are not personas, as they’re not based on real people that you interviewed and surveyed. Instead, they’re based on your research into likely safety issues, much like when we design for accessibility: we don’t need to have found a group of blind or low-vision users in our interview pool to create a design that’s inclusive of them. Instead, we base those designs on already-existing research to satisfy the requirements of this audience. Personas typically represent real users and include many details, while archetypes are broader and can be more generalized.

The abuser archetype is someone who views a product as a means of harm ( Fig. 5.2 ). They may be trying to harm someone they don’t know through surveillance or anonymous harassment, or they may be trying to control, monitor, abuse, or torment someone they know personally.

The survivor archetype describes a person who is being abused with the product. 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 )?

You may want to make multiple survivor archetypes to capture a range of different experiences. They may be aware of the abuse is occurring but not be able to stop it, such as when a stalker keeps figuring out where they are from ( Fig. 5.4), or they may be aware that it is happening but are unable to stop it ( such as when an abuser locks them out of IoT devices ). Include as many of these scenarios as you need to in your survivor archetype. These suggestions will be used later when creating solutions to assist your survivor archetypes in achieving their objectives 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 example, if you uncovered an issue with security, such as the ability for someone to hack into a home camera system and talk to children, the malicious hacker would get the abuser archetype and the child’s parents would get survivor archetype.

Step 3: Remind yourself of your issues

After creating archetypes, brainstorm novel abuse cases and safety issues. You’re trying to identify entirely new safety issues that are unique to your product or service by using the term” Novel” in terms of things that are not discovered in your research. The goal with this step is to exhaust every effort of identifying harms your product could cause. You aren’t worrying about how to prevent the harm yet—that comes in the next step.

What other uses could your product be used for besides what you’ve already identified in 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. Try to figure out how your product would be used in an episode of the show—the most wild, awful, out-of-control ways it could be used for harm. Participants typically end up having a good deal of fun when I’ve led Black Mirror brainstorms ( which I think is great because having fun when designing for safety! ). I recommend time-boxing a Black Mirror brainstorm to half an hour, and then dialing it back and using the rest of the time thinking of more realistic forms of harm.

You may still not feel confident that you have found every possible source of harm after identifying as many opportunities for abuse as possible. A healthy amount of anxiety is normal when you’re doing this kind of work. It’s common for teams designing for safety to worry,” Have we really identified every possible harm? What if something is missing, then? 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.

Step 4: Design solutions

You should now be able to identify potential harm-causing uses for your product as well as survivor and abuser archetypes describing opposing user objectives. The next step is to identify ways to design against the identified abuser’s goals and to support the survivor’s goals. This is a good idea to include this one alongside other areas of your design process where you’re offering solutions to the various issues your research has identified.

Some questions to ask yourself to help prevent harm and support your archetypes include:

• 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 help the user access support?

It’s possible to anticipate harm from occurring in some products. For example, a pregnancy app might be modified to allow the user to report that they were the victim of an assault, which could trigger an offer to receive resources for local and national organizations. Although it’s not always possible to be this proactive, it’s worthwhile to spend an hour discussing whether any kind of user activity would indicate harm or abuse and how your product could help them in a secure manner.

That said, use caution: you don’t want to do anything that could put a user in harm’s way 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 examine a good illustration of this.

Step 5: Test for safety

The final step is to evaluate the prototypes against the perspectives of your archetypes, who wants to harm the product or the victim of the harm who needs to regain control of 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.

Ideally, safety testing happens along with usability testing. If you work for a company that doesn’t conduct usability testing, you might be able to use safety testing to deftly perform both. A user who uses your design while trying to use it against someone else can also be encouraged to point out interactions or other design details that don’t make sense to them.

You’ll want to conduct safety testing on either your final prototype or the actual product if it’s already been released. There is no harm in testing an existing product that wasn’t created with safety goals in mind right away; “etrofitting” it for safety is a wise thing to do.

Remember that testing for safety involves testing from the perspective of both an abuser and a survivor, though it may 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 probably too closely acquainted with the product and its design at this point, just like other usability testing techniques, 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.

Abuse testing

The goal of this testing is to understand how easy it is for someone to weaponize your product for harm. Unlike with usability testing, you want to make it impossible, or at least difficult, for them to achieve their goal. Use your product in an effort to accomplish the objectives in the abuser archetype you created earlier.

For example, for a fitness app with GPS-enabled location features, we can imagine that the abuser archetype would have the goal of figuring out where his ex-girlfriend now lives. You’d make every effort to track down another user’s location who has their privacy settings turned on with this in mind. You might try to see her running routes, view any available information on her profile, view anything available about her location ( which she has set to private ), and investigate the profiles of any other users somehow connected with 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. Reverting 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.

testing for a Survivor

testing for a Survivor involves identifying how to give information and power to the survivor. It might not always make sense based 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.

However, there are cases where it makes sense. A survivor archetype’s goal would be to discover who or what causes the temperature change when they aren’t doing it themselves, for instance. You could test this by looking for the thermostat’s history log and checking for usernames, actions, and times, if you couldn’t find that information, you would have more work to do in step 4.

Another goal might be regaining control of the thermostat once the survivor realizes the abuser is remotely changing its settings. Your test would involve trying to figure out how to do this: are there instructions on how to remove and change the password, and are they simple to locate? 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. This concept comes from Design for Real Life by Eric Meyer and Sara Wachter-Boettcher. The authors noted that personas typically focus on those who are having a good day, but that real users are frequently anxious, stressed out, having a bad day, or even going through tragedy. These are called” stress cases”, and testing your products for users in stress-case situations can help you identify places where your design lacks compassion. More information about how to incorporate stress cases into your design can be found in Design for Real Life, as well as in many other effective methods for designing with compassion.

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 semantic and even join related content, you can avoid that result.

I just had the opportunity to lead a Fortune 500 company’s CMS application. 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.

For our information to be understood by many systems, the unit needed semantic types, which are names given based on their meaning rather than their presentation. This is crucial for an multichannel content strategy. Our objective was to allow writers to write articles and use it where necessary. But as the job proceeded, I realized that supporting material utilize at the range that my client needed required the whole team to identify a new pattern.

Despite our best efforts, we remained influenced by design systems, which we were more familiar with. An omnichannel content strategy cannot rely on WYSIWYG tools for design and layout, unlike web-focused content strategies. Our tendency to approach the content model with our familiar design-system thinking constantly led us to veer away from one of the primary purposes of a content model: delivering content to audiences on multiple marketing channels.

Two fundamental tenets govern a successful content model

We had to explain to our designers, developers, and stakeholders that their previous web projects had taught them that content should be treated as visual building blocks that fit into layouts. The previous approach was not only more familiar but also more intuitive—at least at first—because it made the designs feel more tangible. We discovered two guiding principles that helped the team understand how a content model and the design processes we were familiar with were:

1. Instead of layout, content models must define semantics.
2. And content models should connect content that belongs together.

Semantic content models

Type and attribute names for semantic content models are used to reflect the content’s intended purpose and not its intended display. For example, in a nonsemantic model, teams might create types like teasers, media blocks, and cards. These types may make it simple to present content, 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 semantic content model uses type names like “product,”” service,” and “testimonial” to allow for each delivery channel to interpret and use the content as it sees fit.

When you’re creating a semantic content model, a great place to start is to look over the types and properties defined by Schema. a community-driven resource for type definitions that are understandable on platforms like Google search .org

A semantic content model has a number of advantages:

Even if your team doesn’t care about omnichannel content, a semantic content model decouples content from its presentation so that teams can evolve the website’s design without needing to refactor its content. In this way, content can withstand irrational website redesigns.
• A semantic content model also gives you a competitive advantage. By adding structured data based on Schema. Using its 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 respond to voice-interface user questions. Without ever visiting your website, potential visitors could easily find your content.
• Beyond those practical benefits, you’ll also need a semantic content model if you want to deliver omnichannel content. 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, but it could also be used by a bot that answers 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 content that should remain together so that multiple delivery channels can use it without needing to first put those pieces back together.

Write an essay or article about it. The meaning and usefulness of an article depend on how well its components are kept together. Would one of the headings or paragraphs be meaningful on their own without the context of the full article? 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. Similar effects could have been felt to an article that had its headline removed. Because we were slicing content into standalone pieces based on layout, content that belonged together became difficult to manage and nearly impossible for multiple delivery channels to understand.

Let’s take a look at how connecting related content works in a real-world setting to illustrate. A complex layout for a software product page that included multiple tabs and sections was presented by the client’s design team. Our instincts were to follow suit with the content model. Shouldn’t we make adding any number of tabs in the future as simple and as flexible as possible?

We felt like we needed a “tab section” content type because our design-system instincts allowed for the addition of multiple tab sections to a page because they were so well-versed. Each tab section would display various types of content. One tab might contain the software’s information or specifications. A second tab might provide a list of sources.

Our inclination to break down the content model into “tab section” pieces would have led to an unnecessarily complex model and a cumbersome editing experience, and it would have also created content that couldn’t have been understood by additional delivery channels. How would a different system have been able to determine which “tab section” referred to a product’s specifications or resource list, for instance? Would that system have had to have used tab sections and content blocks to calculate this? 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. Furthermore, if the customer were to have no longer wanted to display this content in a tab layout, it would have been tedious to migrate to a new content model to reflect the new page redesign.

Our customer had a breakthrough when we realized that for each tab, their customer had a specific purpose in mind: it would reveal specific information like the software product’s overview, specifications, related resources, and pricing. Once implementation began, our inclination to focus on what’s visual and familiar had obscured the intent of the designs. It wasn’t long after a little digging that the idea of tabs wasn’t applicable 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 decided to display this content in a different way—without tabs—somewhere else. Based on the meaningful attributes the customer had desired to display on the web, we created content types for the software product. There were both obvious semantic attributes like name and description and rich ones 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 those that follow, could comprehend and display this content.

Conclusion

In this omnichannel marketing project, we discovered that the best way to keep our content model on track was to ensure that it was semantic ( with type and attribute names that reflected the meaning of the content ) and that it kept content together that belonged 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 that Google and other interfaces understand your content, keep in mind:

• A design system isn’t a content model. You should maintain the semantic value and contextual structure of the content strategy throughout the entire implementation process because team members might be tempted to combine them and to make your content model resemble your design system. This will enable each delivery channel to consume the content without the need for a magic decoder ring.
• If your team is struggling to make this transition, you can still reap some of the benefits by using Schema. structured data from org–based on your website. The advantage of search engine optimization is a compelling argument on its own, even if additional delivery channels are not in the works.
• Additionally, remind the team that decoupling the content model from the design will let them update the designs more easily because they won’t be held back by the cost of content migrations. 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.

Here’s the key. To find stakeholders to determine high-risk assumptions and buried complexity, you must first convince them to do so so that they become just as motivated as you are to receive user-response. Generally, you need to make them think it’s their plan.

By bringing the group up around two straightforward issues, I’ll show you how to collectively introduce alignment and cracks in the group’s shared understanding in this article.

1. What are the things?
2. What are the interactions between those things?

A cross between panel design and analysis

These two issues correlate to the first two methods of the ORCA approach, which may be your new best friend when it comes to reducing speculation. What’s ORCA, delay, what’s that? Glad you asked.

ORCA stands for Things, Relationships, CTAs, and Values, and it outlines a process for creating good object-oriented user experience. My style philosophy is based on object-oriented UX. ORCA is an iterative strategy for synthesizing person study into an elegant fundamental foundation to help monitor and conversation design. My work as a UX designer has become more creative, productive, successful, fun, proper, and meaningful thanks to OOUX and ORCA.

The ORCA approach has four incremental shells and a staggering fifteen steps. In each round we get more precision on our System, Rupees, Computer, and As.

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

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

Getting back 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 starts to reveal what this timeless comic so skillfully demonstrates:

This is one reason why so many UX designers are frustrated in their job and why many projects fail. Every decision-maker is confident in their own mental picture, which is another reason why we frequently can’t sell research.

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

However, it is crucial how we go about doing this. 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 accept responsibility for their beliefs and understanding gaps, BAM! Suddenly, UX research is not such a hard sell, and everyone is aboard the same curiosity-boat.

Let’s say your users are physicians. 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 the issues they face? How do they use the current app”? Here’s the issue with that, though. 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 conversation is more appropriate for facilitating than engaging in. Let’s listen in:

” Wait a sec, how frequently 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 position be considered a nurse practitioner?

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

” So are caregivers in this redesign’s scope”?

” 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”?

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

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 most likely as a result of this, the software product will be more confusing, more complicated, and less intuitive.

The two questions

But how do we approach these types of contentious inquiries diplomatically, effectively, 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 things?
2. What are the interactions between those things?

In practice, getting to these answers is easier said than done. I’m going to demonstrate how these two straightforward questions can serve as the starting point 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.

Noun foraging prep work

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.

In essence, look for nouns that are specific to the subject matter or industry of your project and use at least a few sources. I call this noun foraging.

Just a few excellent noun foraging sources can be found here:

• the product’s marketing site
• the product’s competitors ‘ marketing sites ( competitive analysis, anyone? )
• the already-existing product ( check the labels )!
• user interview transcripts
• notes from interviews with stakeholders or vision documents from stakeholders are both important.

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

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

Consider, for instance, a library app. Is “book” an object?

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

What are some instances of this potential “book” object? Can you name a few? Check out The Alchemist, Ready Player One, and Everybody Poops!

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!

Concentrate on capturing the nouns with SIP as you go noun foraging. 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 using your dropdown to play in your digital space! They are coming for the VALUABLE THINGS and what they can do with them. These 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.

I’d like to take a look at my own email client, which is Gmail. I’d then look at Outlook and the new HEY email. I’d check out Hotmail, Yahoo, and even Slack and Basecamp and other’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 fictitious product as well, and then scroll down to see how closely our lists correspond. Just don’t get lost in your own emails! Rejoice to me again!

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 views this in a different way )
• saved responses and templates

Scan your list of nouns and pick out words that you are completely clueless about. It might be automation or a client in our email example. 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 authentic nouns that my stakeholders in my own past project work needed to clarify:

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

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

Facilitate an Object Definition Workshop

Noun foraging can be used as a starting point for your workshop; this can be done in concert. 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. Your friend here is affinity mapping!

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 enjoy showing screenshots of documents and screens with all the highlighted nouns. 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. We’ll keep that a secret; you just need to let them know that you‘re looking for gaps in the team’s understanding so that you can demonstrate the need for more user research. Instead, go into the session optimistically, as if your knowledgeable stakeholders and PMs and biz folks already have all the answers.

Let the whack-a-mole question then start.

1. What is this thing?

Want to have genuine 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 present their cards at once, 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 sets in, quietly ( but clearly ) begin an “open questions” parking lot. � �

Here’s a fantastic follow-up after definitions solidify:

2. Do our users know what these things are? What is the name of this object?

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

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

Ask the group if they can agree to use only that term as a starting point if a more user-friendly term does. This way, the team can better align to the users ‘ language and mindset.

Okay, let’s get to the next part.

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? How are they different if they are different from one another?

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

Stakeholder 1: Yes! Without a doubt.

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.

Continually expand your expanding glossary of terms. 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 in any way connected to each other?

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? When a user is creating a saved response, does that occur? Or when they apply the saved response to an email? How does that actually function?

Listen. Capture uncertainty. When the number of “open questions” reaches a critical mass, pause and begin asking questions of 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 specific for someone who was unable to attend 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 query makes the team’s attention narrower so that it can focus on what your users are most interested in. 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 arrange these items either in small breakout groups or independently according to their importance. Then, like you did with the definitions, have everyone reveal their sort order at once. Unsurprisingly, it’s not unusual for the VP to place something like” saved responses” at the top of the list while everyone else places it at the bottom. Try not to look too smug as you inevitably expose more misalignment.

I did this for a startup a few years ago. The three groups ‘ wildly different sorting patterns were displayed on the whiteboard.

The CEO nodded his head and said,” This is why we haven’t been able to move forward in two years,” taking a step back.

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 this before figuring out what two things might be different, but this time, we’ll ask the team about every possible connection. For each object, ask how it relates to all the other objects. In what ways are the objects connected? Pull out your trusted boxes-and-arrows technique to visualize all the connections. Here, we are connecting our objects with verbs. I prefer to keep my verbs to simple statements like “has a” and “has many”

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

• Can attachments be included in a saved response?
• Can a saved response use a template? If so, can the user override the template if an email uses a saved response with a 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. attached .jpg I’ve changed my professional photo and I want to alert everyone to update it”.

Effective responses might come directly from the workshop participants. Great! Capture that new shared understanding. However, keep adding questions to your expanding parking lot as uncertainty arises.

Light the fuse

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

Have the group reflect on the list of open questions before the workshop ends. Make plans for getting answers internally, then focus on the questions that need to be brought before users.

Here’s your final move. 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 approach, we are cornering our decision-makers into supporting user research because they themselves categorize questions as high-risk. Sorry, not sorry.

Your moment of truth is right now. 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 non-repeated and don’t force the user to choose any default responses.

Final words: Hold the screen design!

Seriously, if at all possible, never design screens again without first addressing the fundamental inquiries: 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 will give you the time and money to spend talking to your users and getting a clear understanding of what you are designing before you begin creating 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.

Good luck, everyone! Now go sell research!

CSS involves creating containers. In fact, the whole website is made of containers, from the computer viewport to components on a webpage. However, every now and then a new element emerges that prompts us to reevaluate our style philosophy.

Square features, for instance, make it fun to play with round picture areas. Mobile display holes and electronic keyboards offer issues to best manage content that stays clear of them. Additionally, dual-screen or portable devices force us to consider how to make the most of the available room in various device configurations.

These latest changes to the website platform have made it both more difficult and fascinating to create products. They’re wonderful opportunities for us to break out of our rectangular boxes.

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

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

As a style area, PWAs are really exciting because they challenge us to think about what mixing online and device-native user interface can get. We have more than 40 years of experience telling us what software may look like, especially on desktop computers, and it can be challenging to get out of this psychological design.

At the end of the day though, PWAs on desktops are constrained to the glass they appear in: a square with a name bar at the top.

What does a standard desktop PWA app look 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 house ), but that’s about it.

What if we could assume differently and regain the full glass of the app? Doing so would give us a chance to create our programs more wonderful and feel more included in the operating system.

The Window Controls Overlay offers precisely this. This innovative PWA operation makes it possible to take advantage of the full floor area of the app, including where the name bar usually appears.

About the subject bar and screen controls

Let’s get started with an explanation of the screen and name table settings.

The title bar is the place displayed at the top of an game windows, which frequently contains the phone’s name. The buttons or buttons that are displayed at the top of an app’s window allow you to lessen, increase, or close it.

Window Controls Overlay removes the actual requirement of the name bar and windows controls areas. The title bar and windows control buttons are overlayed on top of the user’s web content, allowing for total height to be the game window.

If you are reading this article on a desktop computer, get a quick glance at another software. Odds are they’re currently doing something similar to this. The best area of the page is used by the web browser you’re using to learn this, in reality.

Spotify’s application window’s top edge is where the album artwork appears.

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

The whole point of this feature is to allow you to make use of this space with your own content while providing a way to account for the window control buttons. And it makes it possible to offer this modified experience across a variety of platforms without having a negative impact on browsers or other devices that don’t support Window Controls Overlay. After all, PWAs are all about progressive enhancement, so this feature is a chance to enhance your app to use this extra space when it’s available.

Let’s use the feature.

For the rest of this article, we’ll be working on a demo app to learn more about using 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:

We can install the app as a PWA on the desktop because I added a straightforward web manifest and service representative. Here is what it looks like on macOS:

And on Windows:

Our app is looking good, but the white title bar in the first page is wasted space. It would be really nice if the design area extended to the top of the app window on the second page.

Let’s use the Window Controls Overlay feature to improve this.

Enabling Window Controls Overlay

The feature is still experimental at the moment. 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 the overlay of Window Controls

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": [ ... ]}

On the surface, the feature is really simple to use. The only thing required is for this manifest change to transform the window controls into an overlay and make the title bar disappear.

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

Here is how the app currently looks:

Our logo, search field, and NEW button are now partially obscured by the window controls because our layout now begins at the top of the window, 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:

Using CSS to keep clear of the window controls

New CSS environment variables have also been introduced along with the feature:

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

You use these variables with the CSS env ( ) function to position your content where the title bar would have been while ensuring it won’t overlap with the window controls. In our case, we’ll position our header, which includes the logo, search bar, and NEW button, using two of the variables.

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).

Now our header adapts to its surroundings, and it doesn’t feel like the window control buttons have been added as an afterthought. The interface resembles a native app much more.

Changing the window controls background color so 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 fix this by changing the app’s theme color. There are a few ways to define it:

PWAs can define a theme color in the web app manifest file using the theme_color manifest member. The OS then uses this color in a variety of ways. On desktop platforms, it is used to provide a background color to the title bar and window controls.
• 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.

What will we do with this function:

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

With this in place, we can imagine how using color and CSS transitions can produce a smooth change from the list page to the demo page, and enable the window control buttons to 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. 

We can use the following to make any feature of the app a dragging target for the window:

-webkit-app-region: drag;

It is also possible to explicitly make an element non-draggable:

-webkit-app-region: no-drag; 

These choices might be beneficial to us. We can make the entire header a dragging target, but make the search field and NEW button within it 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 remain usable:

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

Users can now click and drag the title bar back into the above code. It is an area that users expect to be able to use to move windows on desktop, and we’re not breaking this expectation, which is good.

Adapting to window resize

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 wouldn’t be enough room for the search field, logo, and button to fit because the user made the window very narrow. We would want to push them a little lower.

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 the position and size of the title bar area.
• navigator.windowControlsOverlay.ongeometrychangelets us know when something changes in size or visibility.

Let’s use this to be aware of the size of the title bar area and move the header down if it’s too narrow.

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 the thumbnails down in accordance with this.

Thirty pixels of exciting design opportunities

We were able to convert our simple demo app to something that felt much more connected to desktop devices by using the Window Controls Overlay feature. Something that reaches out of the usual window constraints and provides a custom experience for its users.

In reality, this feature only gives us about 30 more pixels of room, and it presents challenges for using the window controls. And yet, this extra room and those challenges can be turned into exciting design opportunities.

More devices of all shapes and forms get invented all the time, and the web keeps on evolving to adapt to them. To make it easier for us web authors to integrate more and more fully with those devices, new features are added to the web platform. 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. Let’s use the standard technologies already at our disposal, and experiment with new ideas to provide tailored experiences for all devices, all from a single codebase!

You can report bugs to the spec’s repository if you have the chance to try the Window Controls Overlay feature and have feedback on it. It’s still early in the development of this feature, and you can help make it even better. You can also look at this demo app and the source code, the feature’s existing documentation, or the feature’s existing documentation.

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

At the time, I didn’t realize yet how to functionally incorporate morality. Yes, I did discover some tools in past projects that had worked for me, such as using checklists, assumption monitoring, and “dark fact” sessions, but I wasn’t able to use them in every task. I was still struggling for time and support, and at best I had only partially achieved a higher ( moral ) quality of design—which is far from my definition of structurally integrated.

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 ethics. And it’s remarkably easy! However, we must first focus out to understand what we’re going through.

Control the structure

Unfortunately, the capitalist system, which promotes consumerism and injustice, is obsessed with the utopian 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 past few years, those goals have transformed our well-meaning human-centered attitude into a potent tool that encourages 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 despite the fact that we like to claim that we provide solutions for people, we’re a part of the issue.

What can we do to alter this?

We can begin by acting on the appropriate level of the system. A method thinker named Donna H. Meadows after outlined ways to influence a system in terms of effectiveness. When you apply these to style, you get:

You can change things like usability ratings or the number of style critiques at the least effective level. But none of that may change the direction of a business.
• 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.
• Instead of focusing on feedback loops like control power, employee reputation, or design-system investments, a company can become more effective at achieving its goals. But that doesn’t alter the goals themselves, which means that the business will also work against your ethical-design ideals.
• The change of moral methods, toolkits, articles, conferences, workshops, and so on is what most ethical-design initiatives are currently focused on at the next stage, information flows. This is also where social style has remained largely theoretical. We’ve been focusing on the wrong level of the system all this day.
• Take, for instance, the regulations; they consistently outwit information. There can be commonly accepted guidelines, such as how fund works, or a sprint group’s concept of done. However, illegal laws meant to keep income, frequently revealed through comments like” the customer didn’t request for it” or “don’t make it too big” is also smother social style.
• Changing the rules without holding formal power is extremely difficult. That’s why the next stage is so important: self-organization. Research, bottom-up initiatives, love projects, self-steering teams, and other such self-organization techniques all contribute to the resilience and creativity of a business. It’s precisely this diversity of viewpoints that’s needed to functionally address major structural issues like materialism, money injustice, and climate change.
• But goals and measures are even more powerful than self-organization. Our businesses want to make more money, which means that everything and everyone in the business does their best to… make the company more money. And when I realized that income is nothing more than a measurement, I understood how important a very particular, defined measurement may be toward pushing a company in a specific direction.

What is the conclusion? If we truly want to incorporate ethics into our daily design practice, we must first change the measurable objectives of the company we work for, from the bottom up.

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.

However, we all know that the three dimensions are not equally important: viability is ultimately what determines whether a product will become functional. So a more realistic representation might look like this:

Viability is the aim, while feasibility and desire are the means. 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 important factors in the company’s efforts to accomplish what they stated. It makes intuitive sense: to achieve most anything, you need resources, people, and money. Fun fact: Italian speakers are completely unaware of the distinction between feasibility and viability; both terms are merely fattibilità.

But simply swapping viable for desirable isn’t enough to achieve an ethical outcome. Desirability is still linked to consumerism because the associated activities aim to identify what people want—whether it’s good for them or not. When it comes to a product’s usability, such as user satisfaction or conversion, don’t take into account whether it is good for people. They don’t prevent us from creating products that distract or manipulate people or stop us from contributing to society’s wealth inequality. They are unable to restore a healthy relationship with nature.

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. There are many variations of these models, 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 is no single way to accomplish this because it depends greatly on your country’s values, culture, and industry. But I’ll give you the version that I developed with a group of colleagues at a design agency. Consider it a template to get started.

pursue equity, sustainability, and well-being

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

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

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

A societal goal requires us to consider our impact beyond the mere user, widening our focus to the economy, communities, and other involuntary parties. We called this objective equity:

We create products and services that have a positive social impact. We think of racial justice, inclusiveness and diversity of people as teams, users, and customer segments, as well as racial justice and economic equality. 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 create products and services that reward sufficiency and reusability. Our solutions promote the circular economy by generating value from waste, reusing products, and giving priority to 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

However, it is still necessary to define these goals. 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 provides examples of metrics you can use to measure your progress toward equity, well-being, 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:

” If the desired system state is national security, and that is defined as the amount of money spent on the military, the system will produce military spending. It may or may not lead to 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 we instead used metrics for ( digital ) well-being, like ( reduced ) screen time or software energy consumption, to measure success?

There’s another important message here. If we were to choose the wrong metric for calmness, such as the number of interface elements, we might still end up with a screen that makes us anxious, even if we set an objective to create a calm interface. Choosing the wrong metric can completely undo good intentions.

Additionally, choosing the right metric is enormously helpful in focusing the design team. When you perform the task of selecting metrics for our goals, you are made to consider what success looks like in terms of words and how you can demonstrate that you have met your ethical goals. It also forces you to consider what we as designers have control over: what can I include in my design or change in my process that will lead to the right type 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

Once you’ve defined your objectives and you have a reasonable idea of the potential metrics for your design project, only then do you have a chance to structurally practice ethical design. 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! It opens a whole new set of challenges and considerations for the design process. 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 provide the same service while requiring less attention from users? 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 kickoff is the most important meeting that can be so easy to forget to include. There are two main stages in it: 1 ) coordinating expectations; 2 ) defining success as a goal.

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 and express their expectations on the outcome and their contributions to achieving it. Possumptions are raised and discussed. The aim is to get on the same level of understanding and to in turn avoid preventable miscommunications and surprises later in the project.

For instance, we had an online kickoff meeting with the client, a subject matter expert, and two other designers for a recent freelance project that aimed to create a digital platform that facilitates the documentation and communication of US student advisors. 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 above is the traditional purpose of a kickoff. However, agreeing on the project’s success means expressing expectations just as crucial as expressing expectations in terms of desire, 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. If, for example, the design team wants to build an inclusive app for a diverse user group, they can raise diversity as a specific success criterion during the kickoff. If the client agrees, the team can refer back to 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. So we do activity X and follow research process Y”. Compare those odds to a situation where the team had to ask for permission halfway through the project and didn’t agree to that beforehand. The client might argue that that came on top of the agreed scope—and she’d be right.

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

We recorded ideas on digital sticky notes as we traversed each dimension. Then we discussed our ideas and verbally agreed on the most important ones. For example, our client agreed that sustainability and progressive enhancement are important success criteria for the platform. Additionally, the subject-matter expert stressed the value of involving students from underprivileged and low-income groups in the design process.

After the kickoff, we summarized our ideas and shared understanding in a project brief that captured these aspects:

the project’s history and purpose: Why do we work on 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 objectives, procedures, and role descriptions: how will we accomplish them?

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

How do I get started with ethical design, many of my coworkers have questioned me over the past year? My answer has always been the same: organize a session with your stakeholders to ( re ) define success. Even though you might not always be 100 percent successful in agreeing on goals that cover all responsibility objectives, that beats the alternative ( the status quo ) every time. There is no skipping this step if you want to design in an ethical, responsible way.

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, your first step should be to understand how your industry contributes to consumerism and inequality, how finance drives business, and how to think about how to use the system to exert the most influence. Then redefine success to create the space to exercise those levers.

And for those who consider themselves service designers or UX designers or UI designers: if you truly want to have a positive, meaningful impact, stay away from the toolkits and meetups and conferences for a while. Gather your coworkers and set design goals for well-being, equity, and sustainability. Engage your stakeholders in a workshop and challenge them to think of ways to achieve and measure those ethical goals. Give them their opinions, make them known and understandable, ask for their consent, and expect them to follow through with 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 coworkers had questions to ask, such as” Will they take this seriously”?,” Will they take it seriously?” and “Can’t we just do it within the design team instead”? In fact, a product manager once asked me why ethics couldn’t just be a structured part of the design process—to just do it without spending the effort to define ethical objectives. It seems like a good idea, no? We wouldn’t have to have difficult discussions with stakeholders about what values or which key-performance indicators to pursue. It would let us focus on what we like and do best: designing.

That’s not enough, according to systems theory. For those of us who aren’t from marginalized groups and have the privilege to be able to speak up and be heard, that uncomfortable space is exactly where we need to be if we truly want to make a difference. We can’t continue to live in the design-for-designers bubble and enjoy our privileged working-from-home environment without access to the real world. For those of us who have the possibility to speak up and be heard: if we solely keep talking about ethical design and it remains at the level of articles and toolkits—we’re not designing ethically. It’s just theory. By challenging them to redefine success in business, we must actively engage with our colleagues 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 when starting each design project, identify the appropriate metrics, and acknowledge that we already have everything in place. 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 design approach is excellent because it concentrates on what the customer truly needs, is well-practiced, and has become a standard design practice 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 whether it is appropriate in light of the physical design and user relationships you’re creating. 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.

merits of mobile-first technology

Some of the benefits of mobile-first CSS growth, and why it’s been the de facto growth practice for so long, make a lot of sense:

Development order. A good development hierarchy is something you can definitely get from mobile-first; you just get developing while paying attention to the mobile view.

tested and verified. It’s a tried and tested technique that’s worked for years for a cause: it solves a problem actually also.

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

Stops desktop-centric growth. It can be tempting to first focus on the desktop perspective because desktop computers are used for growth. 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

Kind declarations can be set at higher breakpoints and therefore overwritten at higher breakpoints:

More breadth. The farther up the target order you go, the more unnecessary script you inherit from lower thresholds.

higher CSS precision A school name declaration with a restored default value for a style has a higher specificity today. This can be a pain on big projects when you want to preserve the CSS candidates as simple as possible.

Requires more analysis tests. All higher thresholds must be regression tested if modifications to CSS at a lower watch ( 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.

Property price issue overrules its own.

There is nothing inherently wrong with overwriting beliefs, CSS was designed to do just that. However, inheriting incorrect principles can be laborious and ineffective, which is counterproductive. 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 power classes, does this also lead to more style specificity. We won’t be able to use a power school for a design that has been restore with a higher precision.

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). 

As you can view each target as a clean slate, this technique opens up some opportunities. If a product’s layout appears to be based on Flexbox at all thresholds, that is acceptable and can be coded in the definition style sheet. But if it looks like Grid would be much better for large windows and Flexbox for portable, these can both be done entirely freely when the CSS is put into finished media keyword ranges. Additionally, developing simultaneously requires you to have a thorough understanding of any given component in all breakpoints right away. This can help identify design flaws earlier in the development process. We don’t want to get stuck down a rabbit hole building a complex component for mobile, and then get the designs for desktop and find they are equally complex and incompatible with the HTML we created for the mobile view!

Although this strategy won’t work for everyone, I urge you to try it. There are plenty of resources available to support concurrent development, including Responsively App, Blisk, and many others.

Having said that, I don’t feel the order itself is particularly relevant. If you like to work on one device at a time, are comfortable with focusing on the mobile view, and have a good understanding of the requirements for other breakpoints, then you should definitely stick to the classic development order. The key is to find common styles and exceptions so that you can include them 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 are used in real life.

We overwrite the styles in the classic mobile-first CSS, but we can prevent 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 less than 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.

Bundling versus separating the CSS

Due to the browser's concurrent request limit (typically around six ), it was crucial back then to keep the number of requests to a minimum. In consequence, using image sprites and CSS bundling was the norm, with all CSS being downloaded as a single stylesheet with the 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 performant and can reduce the overall time page rendering is blocked.

What version of HTTP do you use?

Go to your website and open your browser's dev tools to find out which version of HTTP you're using. Next, select the Network tab and make sure the Protocol column is visible. If "h2" is included in the protocol list, that indicates that HTTP/2 is being used.

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

If your website still uses HTTP/1, please check it out. WHILE!! What are you waiting for? Excellent user support exists for HTTP/2.

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.

In the following example of a website visited on a mobile breakpoint, we can see the mobile and default CSS are loaded with" Highest" priority, as they are currently needed to render the page. The last three CSS files ( print, tablet, and desktop ) are still being downloaded in case they're 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 milestone in web development 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, it seems natural to concentrate on the CSS in its own right, keeping an eye on both the default setting and the exceptions. I've started to notice subtle simplifications in both the CSS and other developers', and that the work is also a little more organized and effective.

In general, simplifying CSS rule creation whenever we can is ultimately a cleaner approach than going around in circles of overrides. However, whatever method you use, it must fit the project. For the reasons given, mobile-first may turn out to be the best option for the situation, but first you must fully comprehend the trade-offs you're entering.

In yesterday’s data-driven environment, it’s becoming more and more common for a UX expert to be asked to create a personal digital experience, whether it’s a common website, user portal, or local application. But while there continues to be no lack of marketing buzz around personalization systems, we also have very few defined approaches for implementing personalized UX.

That’s where we begin. After completing tens of personalisation projects over the past few years, we gave ourselves a purpose: could you make a systematic personalization platform especially for UX practitioners? The Personalization Pyramid is a designer-centric framework for establishing human-centered personalization initiatives that cover files, classification, content delivery, and overall objectives. 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

We’ll assume that you are already comfortable with the fundamentals of modern personalization for the purposes of this article. 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 identical starting points.

Common scenarios for starting a personalisation task:

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

Regardless of where you begin, a powerful personalization system will require the same key building stones. These are the “levels” on the tower, as we’ve made them. Whether you are a UX artist, scholar, or planner, understanding the core components may help make your contribution effective.

From top to bottom, the amounts include:

North Star: What larger corporate goal is driving the personalization system?
1. Objectives: What are the specific, tangible benefits of the system?
2. Touchpoints: Where will you get a personal experience?
3. Contexts and Campaigns: What personalization information does the person view?
4. What makes up a distinct, useable market according to consumer segments?
5. Actionable Data: What dependable and credible information is captured by our professional platform to generate personalization?
6. Natural Data: What wider set of data is conceivable ( now in our environment ) to allow you to optimize?

We’ll go through each of these amounts in turn. To make this more bearable, we created a deck of cards that accompany it to show specific examples from each stage. We’ve found them helpful in customisation pondering periods, and will include cases for you here.

Starting at the Top

The parts of the pyramids are as follows:

North Star

Ultimately, you want a North Star in your personalization plan, whether big or small. The North Star defines the (one ) overall mission of the personalization program. What do you hope to accomplish? North Stars cast a ghost. The darkness is bigger the sun, the star, and so on. Example of North Starts may contain:

Function: Optimize based on fundamental customer inputs. Examples:” Raw” messages, basic search effects, system user settings and settings options, general flexibility, basic improvements
1. Feature: Self-contained personalisation component. Examples:” Cooked” notifications, advanced optimizations ( geolocation ), basic dynamic messaging, customized modules, automations, recommenders
2. User experience: Personal consumer experiences across various user flows and interactions. 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 distinctive, personalized solution experiences. Example: Standalone, branded experience with personalization at their base, like the “algotorial” songs by Spotify quite as Discover Weekly.

Goals

Personalization can help speed up designing with user intentions, as in any great UX design. Goals are the military and quantifiable metrics that may prove the entire program is effective. Start with your existing analytics and measurement system, as well as indicators you can benchmark against. In some cases, new targets may be ideal. The most important thing to remember is that personalisation is more of a means of achieving an objective than a desired result. Common targets include:

• Conversion
• Time spent on work
• Net promoter score ( NPS)
• achievement of the client

Touchpoints

Touchpoints are where the personalisation happens. This will be one of your biggest areas of responsibility as a UX artist. The connections available to you will depend on how your personalization and associated technology features are instrumented, and should be rooted in improving a person’s experience at a certain point in the trip. Touchpoints can be multi-device ( mobile, in-store, website ), as well as more specific ( web banner, web pop-up, etc. ). Several examples are given below:

Touchpoints at the channel level

• Email: Role
• Email: When is the email open?
• In-store display ( JSON endpoint )
• Native app
• Search

Wireframe-level Touchpoints

• Web overlay
• Web alert bar
• Web banner
• Web content block
• Menu on the web

If you’re designing for web interfaces, for example, you will likely need to include personalized “zones” in your wireframes. Based on our next step, context, and campaigns, the content for these can be presented programmatically in touchpoints.

Contexts and Campaigns

Once you’ve identified some touchpoints, you can decide what kind of personalized content a user will receive. 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 programmatically to specific user segments, as defined by user data. At this stage, we find it helpful to consider two separate models: a context model and a content model. The context helps you consider the user’s level of engagement at the personalization moment, such as when they are casually browsing information or deep-dive. Think of it in terms of information retrieval behaviors. The content model can then guide you in deciding what kind of personalization to use in the context ( for instance, an” Enrich” campaign that features related articles might be a good substitute for extant content ).

Personalization Context Model:

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

Content model for personalization:

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

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

User Groups

User segments can be created prescriptively or adaptively, based on user research ( e. g. via rules and logic tied to set user behaviors or via 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. Here are some examples from the personalization pyramid:

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

Actionable Data

Every organization with any digital presence has data. It’s important to inquire about how to use the data you can ethically collect on users, its inherent reliability and value, and how to use it ( sometimes referred to as “data activation” ). Fortunately, the tide is turning to first-party data: a recent study by Twilio estimates some 80 % of businesses are using at least some type of first-party data to personalize the customer experience.

First-party data has a number of benefits on the user experience front, including being relatively simple to collect, more likely to be accurate, and less susceptible to the” creep factor” of third-party data. So a key part of your UX strategy should be to determine what the best form of data collection is on your audiences. Several examples are given below:

There is a progression of profiling when it comes to recognizing and making decisioning about different audiences and their signals. As user data volume and time and confidence increase, it varies more granularly to more precise constructs about ever-smaller cohorts of users.

While some combination of implicit / explicit data is generally a prerequisite for any implementation ( more commonly referred to as first party and third-party data ) ML efforts are typically not cost-effective directly out of the box. This is because optimization requires a strong data backbone and content repository. But these approaches should be considered as part of the larger roadmap and may indeed help accelerate the organization’s overall progress. You’ll typically work together to create a profiling model with key stakeholders and product owners. The profiling model includes defining approach to configuring profiles, profile keys, profile cards and pattern cards. a scalable, multi-faceted approach to profiling.

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.

In assembling a card “hand”, one can begin to trace the entire trajectory from leadership focus down through a strategic and tactical execution. It serves as the foundation for the workshops that both co-authors have conducted to build a program backlog, which would make a good article topic.

In the meantime, what is important to note is that each colored class of card is helpful to survey in understanding the range of choices potentially at your disposal, it is threading through and making concrete decisions about for whom this decisioning will be made: where, when, and how.

Lay Down Your Cards

Any effective personalization plan must take into account near, middle, and long-term objectives. Even with the leading CMS platforms like Sitecore and Adobe or the most exciting composable CMS DXP out there, there is simply no “easy button” wherein a personalization program can be stood up and immediately view meaningful results. Having said that, all personalization activities follow the same grammatical convention, just like every sentence contains both nouns and verbs. These cards attempt to map that territory.

Humility, a writer’s most important quality, has a great circle to it. What about sincerity, an business manager’s necessary value? Or a surgeon’s? Or a teacher’s? They all have excellent sounding voices. When humility is our guiding light, the course is usually available for fulfillment, development, relation, and commitment. We’re going to speak about why in this section.

That said, this is a guide for developers, and to that conclusion, I’d like to begin with a story—well, a voyage, actually. Along the way, I’m going to render myself a little vulnerable. I call it:

The Absurd Pate of Justin: The Tale of Justin

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

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

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

Those are amazing factors between non-career relationships and the world of style, even though I’m talking about a different time. What are your main passions, or ideals, that elevate medium? The main themes remain the same, much like the clear parallels between what fulfills you, who is independent of the physical or digital worlds.

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

For instance, this iteration of my personal portfolio site (” the pseudoroom” ) from that time was experimental if not a little overt in terms of the visual presentation of the idea of a living sketchbook. Quite skeuomorphic. This one involved sketching and then passing a Photoshop file back and forth to experiment with various customer interactions with fellow artist and dear companion Marc Clancy, who is now a co-founder of the creative task organizing app Milanote. Finally, I’d break it down and script it into a modern layout.

Along with pattern book pieces, the site even offered free downloads for Mac OS customizations: pc wallpapers that were successfully design experimentation, custom-designed typefaces, and desktop icons.

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

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

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

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

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

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

First of all, there’s a reason for the nostalgia for the” Wild West” era of design that so many personal portfolio and design portals sprang from the past. Ultra-finely detailed pixel art UI, custom illustration, bespoke vector graphics, all underpinned by a strong design community.

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

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

Pixel Issues

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

How could any single icon, at any given moment, stand out and grab my attention? That is a fascinating question. In this example, the user’s desktop is tidy, but think of a more realistic example with icon pandemonium. Or, let’s say an icon was a part of a larger system group ( fonts, extensions, control panels ): how did it maintain cohesion within the group as well?

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

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

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

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

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

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

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

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

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

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

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

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

It was a gift I initially did not accept but which I, on the whole, was able to reflect on in depth. I was soon able to accept, and process, and course correct. Although the realization made me feel uneasy, the re-awakening was necessary. I let go of the “reward” of adulation and re-centered upon what stoked the fire for me in art school. Most importantly, I returned to my fundamental values.

Always Students

Following that temporary decline, my personal and professional design journey advanced. And I could self-reflect as I got older to facilitate further growth and course correction as needed.

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

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

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

I cut my teeth on usability testing, working with the Fermilab team to iterate and improve the interface. To me, their language and the topics they discussed seemed to me to be foreign languages. And by making myself humble and working under the mindset that I was but a student, I made myself available to be a part of their world to generate that vital connection.

I also had my first ethnographic observational experience, where I observed how the physicists used the tool in their own environments, on their own terminals. For example, one takeaway was that due to the level of ambient light-driven contrast within the facility, the data columns ended up using white text on a dark gray background instead of black text-on-white. They were able to focus on their eyes while working during the day while poring over enormous amounts of data. And Fermilab and CERN are government entities with rigorous accessibility standards, so my knowledge in that realm also grew. Another crucial form of communication was the barrier-free design.

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

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

However, with all that being said, “experience” does not equate to “expert.”

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

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

I am imaginative. Certainly all aspiring artists approve of this brand. Not everyone see themselves in this manner. Some innovative individuals incorporate technology into their work. That is the way they are, and I take that into account. Perhaps I have a little bit of fear for them. However, my being and approach are different.

It distracts you to apologize and qualify in progress. My mind uses that to destroy me. I put it off for the moment. I may regret and then qualify. After I’ve said what I originally said. Which is too difficult.

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

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

Sometimes I just work until the plan strikes me. Maybe it arrives right away and I don’t remind people for three days. Maybe I get so excited about something that just happened that I blurt it out and didn’t stop myself. like a child who discovered a prize in a box of Cracker Jacks. Maybe I get away with this. Yes, that is the best idea, but sometimes another people disagree. The majority of the time, they don’t, and I regret that joy has faded.

Joy should be saved for the meeting, where it will matter. not the informal gathering that two different gatherings precede that appointment. Nothing understands why we hold these gatherings. We keep saying we’re going to get rid of them, but we just keep trying to find different ways to get them. They occasionally also are good. But occasionally they detract from the real job. Depending on what you do and where you do it, the ratio between when conferences are valuable and when they are a sad distraction vary. also who you are and what you do. I’ll go back and forth once more. I have a creative side. That is the design.

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

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

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

I may hammer away and often find it useful to surround myself with images or information. I can go for a move, which occasionally works. There is a Eureka, which has nothing to do with boiling pots and sizzling petrol, and I may be making dinner. I frequently have a plan for action when I wake up. The idea that may have saved me disappears almost as frequently as I become aware and a part of the world once more as a senseless wind of oblivion. For imagination, in my opinion, comes from that other planet. the one that we enter in ambitions and, possibly, before and after suicide. I’m not a writer, so that’s up to writers to think about. I have a creative side. Theologians are encouraged to build massive armies in their artistic globe, which they insist is genuine. But that is yet another diversion. And it’s miserable. Whether or not I am innovative or not, this may be on a much larger issue. But that’s also a step backwards from what I’m trying to say.

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

Some individuals who detest the idea of being called artistic perhaps been closeted artists, but that’s between them and their gods. No offence intended. Yours is also real. My needs are own, though.

Creatives understand creatives.

Disadvantages know cons, just like real rappers recognize true rappers, just like queers recognize queers. Artists are highly revered by people in the world. We respect, follow, and nearly deify the excellent ones. Of course, it is horrible to revere any person. We have been given warning. We are more knowledgeable. We are aware that people are simply people. They argue, they are depressed, they regret their most critical decisions, they are weak and hungry, they can be violent, and they can be as ridiculous as we can if, like us, they are clay. But. But. However, they produce something incredible. They give birth to something that may not exist before them and couldn’t occur without. They are the inspirations ‘ parents. And since it’s only lying there, I suppose I should add that they are the inventor’s parents. Ba ree backside! Okay, that’s all said and done. Continue.

Because we compare our personal small accomplishments to those of the great ones, designers denigrate them. Wonderful video I‘m not Miyazaki, so I‘m not. That is glory right then. That is glory straight out of the Bible. This unsatisfied small factor I created? It essentially fell off the turnip truck’s up. The carrots weren’t actually new, either.

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

I am imaginative. I haven’t worked in advertising in 30 years, but my former artistic managers have been the ones who make my decisions. And they are correct to do so. My mind goes blank when it really counts because I’m too sluggish and complacent. No medication is available to treat innovative function.

I am imaginative. 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 lines and gaze blankly before beginning that task.

I can move ten times more quickly than those who aren’t imaginative, those who have just been creative for a short while, and those who have just had a short time of creative work. Simply that I work twice as quickly as they do, putting the work out, just before I do it, When I put my mind to it, I am so confident in my ability to do a wonderful career. I have an addiction to the delay rush. The climb also terrifies me.

I am hardly a painter.

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

I am imaginative. Despite my belief in reason and science, I make decisions based on my own senses and instincts. and survive in the aftermath of both the triumphs and disasters.

I am imaginative. Every term I’ve said these may irritate another artists who see things differently. Ask two artists a topic and find three opinions. No matter how we perhaps think about it, our debate, our passion for it, and our responsibility to our own truth, at least in my opinion, are the best indications that we are artists.

I am imaginative. I lament my lack of taste in almost all of the areas of human understanding that I know very little about. And I put my ego before everything else in the areas that are most important to me, or perhaps more precisely, to my obsessions. Without my passions, I’d probably have to spend the majority of our time looking ourselves in the eye, which is something that almost none of us can do for very much. No seriously. Actually, no. Because living is so difficult to handle when you really look at it.

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

Working frees me from worrying about my job.

I am imaginative. I worry that my little present will disappear unexpectedly.

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

I am imaginative. I think there is the greatest secret in the process. I think I have to consider it so strongly that I actually made the foolish decision to publish an essay I wrote without having to go through or edit. I swear I didn’t do this frequently. 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 beautiful.

There. I believe I’ve said it.

I’d like you to consider this a “yes … and” piece to complement Joe’s post. I’m just trying to contradict what he’s saying, but I’m just trying to give some context to initiatives and opportunities where AI can make a difference for people with disability. I want to take some time to talk about what’s possible in hope that we’ll get there one day. I’m no saying that there aren’t real challenges or pressing problems with AI that need to be addressed; there are.

Other words

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

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

If we can specifically 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.

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

• Are there more smartphone users than feature phones?
• How many more?
• Is there a group of people that don’t fall into either of these buckets?
• That number, how many?

For a moment, the chance to learn more about images and data in this way could be revolutionary for people who are blind and low vision as well as for those with various forms of color blindness, cognitive disabilities, and other issues. Putting aside the realities of large language model ( LLM) hallucinations, where a model just makes up plausible-sounding “facts,” It could also be useful in educational contexts to help people who can see these charts, as is, to understand the data in the charts.

What if you could ask your browser to make a complicated chart simpler? What if you asked it to separate a single line from a line graph? What if you could ask your browser to transpose the colors of the different lines to work better for form of color blindness you have? What if you could ask it to switch colors for patterns? That seems like a possibility given the chat-based interfaces and our current ability to manipulate images in today’s AI tools.

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

Matching algorithms

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

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

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

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

Other ways that AI can assist people with disabilities

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

The importance of diverse teams and data

We must acknowledge the importance of our differences. 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 has been written by people with a variety of disabilities in the training data.

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

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

I have no doubt that AI has the potential to harm people today, tomorrow, and long into the future. However, I also think we should acknowledge this and make thoughtful, thoughtful, and intentional changes to our approaches to AI that will reduce harm over time as well. Today, tomorrow, and well into the future.

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