#Human Centered AI

[kakief]

AI Is Everywhere—But Are We Really Talking About It?

A Moment That Made Me Pause Not long ago, I led an Artificial Intelligence (AI) workshop with a group of executives. As expected, some had technical questions about AI’s practical applications in business. But what surprised me were the personal angles—leaders wondering how AI might change education for their kids, whether it would impact job security for their teams, or even how it might shift…

[kithj]

recently i've been making an effort to go through and play a lot of the games that have been languishing in my steam library (for many years, at this point...) here are my brief thoughts on a few so far:

gone home - this was constantly recommended on my old post about haunted house games. i actually bought this back around when it was first published, 2015/2016. and i think if i had played it at that time, it would have really hit for me. i've discussed birdland here previously and 2015 is around the time i played that game, too (probably my first exposure to interactive text games) and it had a profound impact on me as a younger lesbian who hadn't quite come to terms with my identity yet. all that to say, i recommend this if you're looking for a short, atmospheric experience (i played with headphones and definitely got creeped out a few times) but prepare for a bit of a dated narrative. some of the art was done by E.M. Carroll, a name you might recognize from their viral comics.

TACOMA - this game came out back in 2017, and it's another walking sim similar to gone home and from the same developers, though it has a bit more interaction, namely a mechanic where you "reconstruct" scenes and play through them to extract data. but this one definitely felt dated. not entirely, to be fair, some parts did still feel evergreen, specifically around the discussion of AI and human labor rights... but TACOMA chooses to focus more on "AI rights" in the end, which feels a little silly in this day and age, and in general it's a sci-fi game, so it's a bit more fantastical than what we're seeing now in real time. also there was a magazine i found that had an article referring to "president musk of south africa" which induced a full body cringe from me. E.M. Carroll appears here again and is credited with the character concepts, i really enjoyed their designs of the crew & the crew themselves as we slowly learned more about them and their relationships while moving through the station. it's a little longer than gone home but still pretty short, and i did enjoy it, so i recommend it if you can get over the dated AI depiction. i really liked the reconstruction mechanic, and following the "ghosts" around the station. (if you can't tell, i enjoy games where i get to be nosy and go through people's stuff)

Milk outside a bag of milk outside a bag of milk - so i made the mistake of playing this without realizing it was the sequel rather than the first... i don't think it impacted too much but i would probably recommend to play it in order, so play Milk inside a bag of milk inside a bag of milk first (unfortunately i don't have this one myself). i find this game kinda hard to review, but i really liked the way the player served as the mc's internal voice, and how the game & its mechanics are utilized and contextualized within the narrative as a way for us, "The Voice," to make choices for her, if that makes sense (there's some fourth wall breaking too, which is always fun; she refers to herself as a VN character at one point). i liked all of this, the art and the writing & the animations, though all in all i'm not quite sure how much of it i fully understood, and this could also be because i played it out of order (or it could just be abstract on purpose). i did also only playthrough once, but i believe there are a lot of possible variations, and it takes a lot of trial and error to see everything. i tried my best to be kind to her and help her out :( however i did like how there wasn't always a "nice" option, just like a real internal voice would work; you aren't always kind to yourself even when you should be...

the next few i hope to get through are Mundaun, Saint Maker, and Sub-Verge :3

[radio-4-is-static]

毎日 | Kenshi Yonezu

あなただけ側にいてレイディー 焦げるまで組み合ってグルービー 日々共に生き尽くすには また永遠も半ばを過ぎるのに 駆けるだけ駆け出してブリージング 少しだけ祈ろうぜベイビー 転がるほどに願うなら 七色の魔法も使えるのに

///

Lady, just stay by my side Combine until we burn, groovy To live through each day together Even halfway through eternity Just keep running and breezing, baby Let's pray a little, baby If we wish enough as we roll We can even use a seven-colored magic

[o4o41]

.

[aihoshiino]

this is more of a thought project than an actual question, but what do you think it would've been like had aqua's decision to reveal the identity of his past life to ruby backfired upon him? i'm not sure if the possibility would've even existed in the first place given how much sarina idolizes (haha. idolize.) goro, but i like to think about it sometimes because ruby has known the man as "aquamarine hoshino" (guy who is unfailingly stubborn and even frustrating at times) longer than she's known him as "goro amamiya" (a mostly well-adjusted guy from her perspective) and also because ruby has always been my favorite of the hoshino twins and i'm trying to cope with her characterization as of late. sobs

NGL, I do kind of think that Aqua's decision here has already been backfiring even if it doesn't seem quite as apparent on the surface. As Kana points out, while Ruby is acting fine and happy now, her leaning on Gorou-through-Aqua hasn't really addressed the core issues that are impacting her mental health. That relationship is kind of her single point of failure right now and the moment it's taken away from her, she's going to collapse.

This is why Tsukuyomi described Aqua revealing himself to Ruby as a 'bad move'. Sure, it got her back on her feet and ensured the movie would get made with her in the lead role but it has also made her incredibly reliant on the supposed promise that Gorou would marry her when she turned 16 (which, uh, isn't even what he said…!) and his presence in general. But Aqua's plan has been all but textually stated at this point to end in his death which, as I'm sure you can imagine, would be probably not great for Ruby's mental health to begin with but especially now she knows he's Gorou…!!!

That said, it is interesting to roll around a scenario where Aqua drops that reveal and Ruby rejects him… either out of not believing him or because his behavior as Aqua has shattered the pedestal she had Gorou up on. The idea of a version of the Movie Arc where Ruby is still in black hoshigan mode, playing a version of Ai who comes across as flawed, bitter and unsympathetic as a result of Ruby's own inability to be vulnerable… ouughh now we're fucking cooking….

That could be a really fascinating parallel to how Ai was rejected by everyone who saw her as she really was under her idol persona and you could have a lot of fun tying Ruby's gradual understanding of and empathy with Ai and her growing anger with regards to her exploitation to her realization that her all-or-nothing view of Gorou is similarly dehumanizing. Holy shit, now I'm imagining a version of the Movie Arc where Ruby keeps her black hoshigans all the way up to 134 and it's that moment of connection with Ai as a human being that finally breaks her out of it.

Like, holy shit. This is already an incredibly powerful and moving series of pages, but can you imagine just how much harder they would've hit if this had been when Ruby's white hoshigan had blazed back to life? WE COULD'VE HAD IT ALL.........

[freedarick]

Just watched this Anime called Ai No Kusabi the other day (2 OVAs, kind of old) and it was surprisingly good yaoi!

[memoriesofthingspast]

🦾🌻✨🌊

[algoworks]

From journey mapping to conversational AI, these 6 strategies will help you move from meh to memorable.

Swipe through to learn how leading brands are engineering human-centered transformation.

[pixelizes]

How AI & Machine Learning Are Changing UI/UX Design

Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing UI/UX design by making digital experiences more intelligent, adaptive, and user-centric. From personalized interfaces to automated design processes, AI is reshaping how designers create and enhance user experiences. In this blog, we explore the key ways AI and ML are transforming UI/UX design and what the future holds.

For more UI/UX trends and insights, visit Pixelizes Blog.

AI-Driven Personalization

One of the biggest changes AI has brought to UI/UX design is hyper-personalization. By analyzing user behavior, AI can tailor content, recommendations, and layouts to individual preferences, creating a more engaging experience.

How It Works:

AI analyzes user interactions, including clicks, time spent, and preferences.

Dynamic UI adjustments ensure users see what’s most relevant to them.

Personalized recommendations, like Netflix suggesting shows or e-commerce platforms curating product lists.

Smart Chatbots & Conversational UI

AI-powered chatbots have revolutionized customer interactions by offering real-time, intelligent responses. They enhance UX by providing 24/7 support, answering FAQs, and guiding users seamlessly through applications or websites.

Examples:

Virtual assistants like Siri, Alexa, and Google Assistant.

AI chatbots in banking, e-commerce, and healthcare.

NLP-powered bots that understand user intent and sentiment.

Predictive UX: Anticipating User Needs

Predictive UX leverages ML algorithms to anticipate user actions before they happen, streamlining interactions and reducing friction.

Real-World Applications:

Smart search suggestions (e.g., Google, Amazon, Spotify).

AI-powered auto-fill forms that reduce typing effort.

Anticipatory design like Google Maps estimating destinations.

AI-Powered UI Design Automation

AI is streamlining design workflows by automating repetitive tasks, allowing designers to focus on creativity and innovation.

Key AI-Powered Tools:

Adobe Sensei: Automates image editing, tagging, and design suggestions.

Figma AI Plugins & Sketch: Generate elements based on user input.

UX Writing Assistants that enhance microcopy with NLP.

Voice & Gesture-Based Interactions

With AI advancements, voice and gesture control are becoming standard features in UI/UX design, offering more intuitive, hands-free interactions.

Examples:

Voice commands via Google Assistant, Siri, Alexa.

Gesture-based UI on smart TVs, AR/VR devices.

Facial recognition & biometric authentication for secure logins.

AI in Accessibility & Inclusive Design

AI is making digital products more accessible to users with disabilities by enabling assistive technologies and improving UX for all.

How AI Enhances Accessibility:

Voice-to-text and text-to-speech via Google Accessibility.

Alt-text generation for visually impaired users.

Automated color contrast adjustments for better readability.

Sentiment Analysis for Improved UX

AI-powered sentiment analysis tools track user emotions through feedback, reviews, and interactions, helping designers refine UX strategies.

Uses of Sentiment Analysis:

Detecting frustration points in customer feedback.

Optimizing UI elements based on emotional responses.

Enhancing A/B testing insights with AI-driven analytics.

Future of AI in UI/UX: What’s Next?

As AI and ML continue to evolve, UI/UX design will become more intuitive, adaptive, and human-centric. Future trends include:

AI-generated UI designs with minimal manual input.

Real-time, emotion-based UX adaptations.

Brain-computer interface (BCI) integrations for immersive experiences.

Final Thoughts

AI and ML are not replacing designers—they are empowering them to deliver smarter, faster, and more engaging experiences. As we move into a future dominated by intelligent interfaces, UI/UX designers must embrace AI-powered design methodologies to create more personalized, accessible, and user-friendly digital products.

Explore more at Pixelizes.com for cutting-edge design insights, AI tools, and UX trends.

[kerriclarkcreative]

Image from PayPal.com

Design Parameters for PayPal's Financial Solutions

PayPal continues to evolve and maintain its relevance in the financial technology landscape by consistently holding value for users and adapting to their needs. Since its inception in 1998, PayPal has revolutionized the way consumers and businesses transact, empowering over 435 million active users across more than 200 markets. By facilitating immediate peer-to-peer payments, PayPal has transformed consumer behavior, reducing reliance on paper checks and paving the way for a future where physical debit and credit cards may become obsolete. Importantly, PayPal has also played a crucial role in helping small businesses grow and thrive in an increasingly digital marketplace.

The platform effectively anticipates user needs and technological advancements. PayPal allows consumers to discover products, compare prices, make purchases, track packages, and manage returns—all in a streamlined manner. This comprehensive approach fosters new behaviors, especially among its diverse user demographic, which spans generations. Notably, the fastest-growing demographic includes individuals over 50, with impressive usage statistics showing 85% of Generation X, 75% of Millennials, 73% of Baby Boomers, and 71% of retirees actively using the platform.

PayPal's innovations also extend to environmental sustainability. By significantly reducing the need for physical banking infrastructure and paper transactions, PayPal helps lower carbon footprints, contributing to a more sustainable future. Furthermore, the company has reduced remittance costs and expanded its services to include credit options, investment products, and the ability to buy, hold, and sell cryptocurrencies. Utilizing AI technology, PayPal analyzes customer behavior to make real-time risk decisions, ensuring security for its users. Its success has not only solidified its role in the fintech industry but has also catalyzed the emergence of other influential companies, illustrating its lasting impact on the financial landscape. With its commitment to adaptability and user-centered design, PayPal remains a cornerstone of modern financial solutions, poised to shape the future of how we transact.

[empty-blog-for-lurking]

How would kid react to being compared to keith? I assume not well, but i think its interesting bc to me it does seem like shes at least in some ways similiar to him, personality wise... Like shes a stubborn and scrappy reckless child who is also very very angry. And that's kinda who keith was when he was younger (dunno how hes doing rn)! Its like. She hates him she despises him and shed propably rather die than be like him but also she is. She is a little bit like him. Shes determined and capable and stubborn and reckless and i wonder if lance or kuron ever jokingly said she reminds them of him <- bet shes not too happy about that. How does she see herself in relation to him? How does she feel about the parts of her that are on some level similiar to him? Does she try to stomp down those traits ore does she keeps them in spite of it all, a 'fighting fire with fire' kind of situation? Keith has always been a stubborn fuck and its ironic that the same trait is what lead kid to seek him out to kick his ass... Idk if this makes sense but. yeah.

Also this image is very kid coded<3

image id- a screenshot of a tiktok saying "Stop blaming everyone for all your problems. Pick one person you hate and blame them for everything"

Pretty much yeah. Thing is Kid has never met Keith and Ara never really liked to talking about him beyond answering questions like who he is and what does he do. So in Kid's mind Keith is a let's just is a bit........different person than he actually is (she thinks he is a selfish arrogant asshole jerk who only cares about himself and clearly ripping off of the other paladins's hardwork while he fucks around and then steal the credit)

So to her she's nothing like Keith at all, cause in her head Keith's the biggest asshole in the universe, and she's like what normal? Everything she's doing is 'justified' so like whatever ¯\_(ツ)_/¯ (Kid is a smart kid with many skills but self introspection is not one of them). And this attitude is most likely going to carry on even when she meets Keith. To her Keith abandoned her and Ara without a word because he was selfish, while she left without a word to help Ara and not worry them. (Cause just like how Keith yelled at Pidge for trying to leave only to fuck off when the team really needed him, the hypocrisy is also inherited).

So to answer your question, she will fucking hate it but more because to her it's just plain wrong and these people clearly don't know her, because she's nothing like that asshole how dare you 🤬🤬😡😡?

(Lance brought it up once and she bit him so he never brought it up again cause it clearly upsets her and Definitely Not because he doesn't want to get bit again haha Definitely Not Jesus Christ what are her teeth made of?? but like he and Kuron and even Ara all Know™, it's very clear to them where certain habits and mannerisms of her are coming from)

That being said once she grows up a bit more and realizes that oh shit she was a lot like Keith, then it's a critical hit psychic damage. It's just full on Shinji pose for days, she will not survive that Realization™ it will actually kill her on the inside, even if this hit at the age where she has mostly calmed down

[mayra-quijotescx]

people trying to be like 'lol now it's affecting rich people' like. ok. I've never been to Los Angeles in my life either, but I'm really not sure how you got to 'able to make posts online' years old and somehow have never heard of Skid Row.

And anyway that's not really my point. My point, as always, is that disasters don't stop and check people's voter history and economic status before deciding to go ahead and destroy their lives.

There is a deep neo-Calvinist impulse in way too many people to look at human suffering and immediately decide that the people suffering must have deserved it somehow, and if we do not rip every root of that impulse out of our hearts and stay vigilant in case it tries to grow again, we are well and truly done for.

[chibi-haifish]

[public-cloud-computing]

Dive into the world where human intuition seamlessly integrates with AI brilliance in web development. Elevate your online presence with the perfect fusion of creativity and technology.

[therainbowwillow]

If you want to learn to make art, you have to do it 1. yourself and 2. badly.

If you want to learn to write, you have to do it 1. yourself and 2. badly.

You have to write that shitty, poorly organized essay where you confuse who and whom the whole way through. You have to make that terribly proportioned drawing. Making bad art is how you learn, experiment, and discover your style.

ChatGPT will only ever create mediocre art and writing that must stay in the realm of mediocrity because it’s not human made. I think that what makes human art so beautiful is mistakes made in earnest; it’s the product of trying really hard and making something that isn’t technically “correct” or even good but something that is proof of learning, effort, and enthusiasm.

[algoworks]

As AI continues to evolve, so does the need for intuitive, human-centered design. How do we ensure AI-driven experiences remain seamless and user-friendly? 

In our latest blog, Nauman Ahmad, Head of Marketing & Design, shares expert insights on the intersection of AI and UX—covering best practices, challenges, and the future of AI-driven interfaces.

Don’t miss out on these valuable takeaways! Read now to explore how AI is reshaping user experience.