cover of episode #93 From Content Generation to Dynamic Interfaces - AI’s Role in the Future of UX

#93 From Content Generation to Dynamic Interfaces - AI’s Role in the Future of UX

2024/11/21
logo of podcast Future of UX | Your Design, Tech and User Experience Podcast | AI Design

Future of UX | Your Design, Tech and User Experience Podcast | AI Design

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Patricia Reiners: AI正在深刻地改变UX设计领域,主要体现在AI驱动的内容生成和AI驱动的界面结构两个方面。AI内容生成工具,例如NotebookML,可以帮助设计师快速生成各种内容,例如播客脚本、网站文案和产品描述,极大地提高了工作效率。AI图像生成工具,例如Midjourney和Adobe Firefly,可以帮助设计师快速创建高质量的图像,满足设计需求。AI头像工具,例如HeyGen,可以创建逼真的虚拟人物,引导用户体验,节省人力成本。AI驱动的界面结构和信息架构是AI在UX设计中的下一个发展方向。AI可以根据用户数据实时创建或优化应用或网站的布局和流程,实现个性化和高效的用户体验。例如,购物应用可以根据用户的购买历史和偏好调整界面;新闻应用可以根据用户的阅读习惯调整界面布局;针对残障人士的应用可以根据用户的无障碍需求个性化用户体验。AI不会取代设计师,而是增强设计师的能力,设计师仍然需要进行设计和原型设计,并承担更大的责任。未来,设计师需要适应AI驱动的界面设计,并承担更大的责任,AI和设计师的合作是未来的趋势。 Patricia Reiners: AI的出现并非要取代设计师的工作,而是赋予设计师更多创造性的机会。AI工具可以帮助设计师处理繁琐的任务,例如生成大量的内容,从而让设计师可以专注于更具创意和战略性的设计工作。虽然AI可以生成内容和优化布局,但设计师的人文关怀、同理心和对用户行为的深刻理解仍然是不可替代的。AI驱动的界面设计需要设计师的参与,以确保用户体验的质量和伦理。设计师需要学习如何与AI协同工作,利用AI工具来拓展设计边界,创造更个性化、高效和令人愉悦的用户体验。

Deep Dive

Key Insights

How is AI streamlining the content generation process for UX designers?

AI tools like NotebookML and Midjourney can generate entire pieces of content, from podcast scripts to visuals, in minutes. This allows designers to focus on crafting engaging user experiences rather than tedious tasks.

What are some AI tools mentioned for generating visuals in UX design?

Tools like Midjourney, Adobe Firefly, and HeyGen are used for creating unique images, avatars, and even interactive virtual spokespersons, saving time and resources.

How can AI avatars be used in digital experiences?

AI avatars like those created by HeyGen can guide users through digital experiences, saving time on hiring actors or animators. They can also take over meetings, though the technology is still evolving.

What is the potential of AI in creating personalized user experiences?

AI can dynamically adjust app or website layouts based on user preferences and behaviors, such as showing minimalistic designs for some users and more visual content for others, making experiences highly personalized.

Will AI replace UX designers in the future?

No, AI will augment designers' abilities rather than replace them. Designers will focus on strategic and creative aspects, while AI handles tasks like content generation and layout optimization.

What challenges do designers face with AI-driven interfaces?

Designing for constantly changing interfaces requires new tools and methods, as traditional static prototyping tools like Figma may not suffice for dynamic, AI-driven designs.

How can AI benefit educational apps for kids?

AI can create personalized interactive activities, visuals, and mini movies, making the learning process faster, more efficient, and engaging for children.

What role does empathy play in the future of UX design with AI?

Empathy remains crucial as AI cannot replicate the human touch, understanding of user behavior, and emotional connections that designers bring to the table.

Chapters
This chapter explores how AI is transforming content creation in UX design, from generating website copy and product descriptions to creating visuals and interactive elements. It highlights the time-saving benefits and the expansion of creative horizons while acknowledging the need for human oversight and ethical considerations.
  • AI tools like NotebookML generate content for websites and apps.
  • AI image generation tools such as Midjourney and Adobe Firefly create visuals.
  • AI avatar creators like HeyGen produce virtual spokespeople for user guidance.
  • AI streamlines content creation, allowing designers to focus on user experience.

Shownotes Transcript

Translations:
中文

Hello and welcome back to the future of UX where we talk about everything happening in design and technology that will shape our future experiences. Hi, my name is Patricia Reiners and I'm excited to explore today's topic because we will be diving into how AI is changing the way we design. Especially we are going to talk about two big trends: AI powered content generation and AI driven interface structure.

Now, AI might seem like something out of a sci-fi movie, but it's becoming a powerful tool for UX designers and no, it's not about AI taking over our jobs or making us obsolete. In fact, it's giving us a lot of new opportunities to be even more creative. So let's jump right into how AI is already transforming our work, starting with content generation.

Alright, so let's start with the basics. If you've ever been in the position of having to create tons of content for a website or an app, whether it's copy for landing pages, whether it's blog posts or product descriptions, you know how time consuming it can be. And if you're like me, sometimes you just wish there was this magic button that could help you generate all that content in an instance.

And AI is pretty close to that magic button. Of course, a professional AI copywriter, of course, is much, much better. But especially for early prototypes or an MVP, I feel most of the times you don't have a professional copywriter or someone who prepares all the visuals for you. So you need to do that. And there's already tools like NotebookML that can generate entire pieces of content for you.

from podcast scripts to website copy at the click of a button. I even created a whole podcast episode with NotebookML and I'm going to link it in the show notes and it's absolutely fascinating. It creates an interesting conversation about a workshop that I gave for actually a free webinar that I hosted a couple of weeks ago. Absolutely fascinating, so make sure to check it out.

Let's say you're designing a new website for small business, for example, and you need to fill up pages with product descriptions. Instead of staying up late, writing everything yourself, you could use AI, maybe your own GPT that you trained on or just JetGPT, Google Gemini, whatever, to draft the content in basically minutes. And it doesn't stop there.

Think about all the times you've needed amazing visuals for your design and with the AI image generation tools like Midjourney, Adobe Firefly or even Adalie, not so much I feel, but especially with those tools, you can simply type in a prompt like futuristic city at sunset and boom, you've got a stunning and unique image that fits perfectly into your design. And it's almost like having an art department at your fingertips and

Except it's powered by AI. And I'm also seeing that in my own work. So when I'm working with clients, when I'm creating presentations, when I'm designing any mock-ups, usually or for most clients, I'm working on like strategy docs, presentations, concept for a certain topic. So most of the times I'm not doing the design itself.

But for the visuals, for the presentations, for the story basically that we are telling, that we are trying out, that we are experiencing, I really love to use Midjourney to create the visuals.

And another area that I find absolutely fascinating are any avatars are also virtual spoke persons. I shared one and I think on LinkedIn a couple of weeks ago and it's absolutely fascinating. So I used HeyGen, which is an avatar creator platform. I uploaded a two minute video of myself, which was actually an old YouTube video. And this tool can create out of this two minute video

very realistic and expressive characters to guide users through your digital experience.

So imagine how much time you would save instead of hiring actors or animators. You could just let AI handle it. And HeyGen also introduced a new feature, which are interactive AI avatars that can basically take over your meetings. I tried it. I wouldn't say it's working out perfectly. So it's still, yeah, it's still a bit strange. It doesn't look super realistic, but

But it's definitely fun. And I feel give it like one or two years and then maybe some meetings can be taken over by your AI avatar. And then your AI avatar is having a meeting with another AI avatar while you're sitting at the beach having a drink or something like this. No, I'm just kidding. But I think it's interesting also to see...

Yeah, what's happening out there? I shared this on LinkedIn and got a lot of interesting comments from people. Some people were like, ah, you know, this will never happen. We need real people in meetings and this bullshit. But I don't agree. In so many meetings from so many companies, people are involved or joining meetings who don't say anything, who are not...

basically bringing any value, but they need to be part of that meaning. And Kate Moran, I also had her in the podcast. She's a UX researcher at the Nielsen Norman Group. She's awesome. I also had a podcast episode with her about how to use AI for user research. And she shared that she heard that even some people are

recording videos of themselves only nodding and then adding this as a background image to zoom while they're doing something else and I think this is fascinating and this also shows that there are still millions of meanings that are not necessary and you can change meaning culture so easily so pretty interesting

Another example is I was working on an educational app for kids and we needed to create a ton of interactive activities each with personalized instructions and we used AI and different

different variations of those activities. We even had mini avatars delivering the instructions in super fun, engaging ways, created visuals, created mini movies, and the kids really loved it. And it made the whole process so much faster and more efficient and really helped us to create a good testing environment, right? Like to really test out if our concept of all the hypotheses we had are working out. So...

What does this mean for us as UX designers? AI-powered content generation isn't just about saving time, it's also about expanding our creative horizons. We can use AI to handle the tedious tasks where we focus on what we do best: crafting memorable user experiences.

And by saying that, it's not without challenges. There is still the need for quality control, for judgment, making sure the content feels human and ethically sound. But that's where we come in. We as designers. Okay, so now let's come to this episode's sponsor, Wix Studio. Web designers, let's talk about the C word, creative burnout.

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That's wixstudio.com. What comes after all the AI content generation? Yes, you might have guessed it: AI-driven interface structure and information architecture. Now we are shifting gears and talk about something even more futuristic: the AI-driven interface structure and information architecture. And this is where AI takes things to the next level. This will come next after the content generation.

Not just helping with content, but actually shaping the entire user experience. The term "generative interface" is something you might have heard, but what does it mean? Basically, AI can create or optimize the layout and flow of an app or website in real time based on user data.

It's like having this invisible designer constantly tweaking and improving the user interface into, yeah, to make it as seamless as possible. Let's take an example you've probably experienced: a shopping app. Imagine AI not only recommending products based on your past purchases, but also adjusting the entire layout of the app to match your preferences.

If you like a minimalistic, clean interface, the app will adapt and show fewer elements on the screen. If you're more visual, it will give you bigger pictures and fewer words. And the app literally evolves with each user's preferences, making it personalized and tailored. Another application could be in the News app.

Let's say you prefer reading sport news in the morning and technology news at night. AI could rearrange the interface throughout the day. So when you open the app in the morning, sport news is in front and in the center. And in the evening, tech updates are waiting for you at the top. The app learns from your user behavior and adjusts its structure to fit you without you even noticing.

And here's another cool example: Imagine building an app that's designed for users with different accessibility needs. With AI, you could personalize user experience based on a person's specific requirements. Someone with low vision, for example, could get a high contrast and larger text version of the app

And someone with mobility issues could navigate entire through voice commands or gestures. But of course, this brings up an important questions. Will AI replace us designers? Of course not. AI can't replicate the human touch, the empathy, the feeling, the deep understanding of user behavior that we bring to the table.

What it can do is augment our abilities. And what are we seeing with the example, with some of the future things that are going to happen pretty soon with our interfaces, we need designers who have an oversight of that. So also the way we work will change from like having static flows to super interactive, always changing interfaces, basically. And the question for me is still like, how do we design that? Definitely not with Figma.

we need other tools for that. We need already AI integration for that. Otherwise we can't really prototype it. It's not possible. We can mock certain things and test it out, but because the AI interfaces are always changing, we can't test and prototype this with static interfaces. This is not going to work. So you see, this was a little sneak peek into what's ahead of us. Sounds still very futuristic, very sci-fi,

But hopefully helps us also to understand what new tasks are waiting for us as designers. That even if we have tools now that can basically create an interface based on a prompt or entire flows based on a prompt,

It doesn't mean that that's it. There's so much more that we need. We don't need just one flow. We need a million of different flows for all the different users, for all the different learnings that we're having, for all the personalization. So it needs to be recreated on the go. So I hope this helps also many of us to understand that it's great that AI is taking over parts of our work now, so we shouldn't be afraid of it.

Because our work, our task, our responsibility will be so much bigger because we're designing for AI product that also having changes or changing user information architecture. So think of AI as a tool that allows us to focus on the big picture.

While AI handles the heavy lifting more or less, like maybe optimizing the layouts or generating the content or even predicting user needs, we get to concentrate on the more creative and also the strategic aspects of design. Not about competition, it's collaboration. So to wrap things up, we've explored two fascinating ways AI is revolutionizing UX design.

First is the content generation topic, which is currently shaping the very structure of our interfaces. AI is giving us more tools than ever to create personalized, efficient and delightful experiences for our users. But remember, this technology is here to enhance our capabilities, not replace us. The future of UX is about working alongside AI and learning how to use it to push the boundaries of what's possible.

while staying grounded in what makes us human. Empathy, creativity, and a deep understanding of how people interact with the world around them. Thank you so much for tuning in. If you enjoyed this episode, don't forget to subscribe, rate this episode with a five-star review to support the podcast, and stay updated on the latest trends in UX and AI.

Until next time, keep designing, keep innovating and keep imagining the future. Hear you in the future, my friends.