LLMs excel at understanding intent and manner, making them powerful tools for creating adaptive interfaces that respond to user requests with appropriate UI components rather than text. This article demonstrates how to build "call-and-response UI" systems where the LLM acts as a design decision-maker, interpreting user intent and returning structured data that tells the interface which component to display, essentially translating natural language into machine-readable interface instructions. By constraining outputs to predefined UI patterns and utilizing prompts as collaborative design specifications, teams can create experiences that adapt to user needs while leveraging LLMs' strengths in understanding context and mitigating their weaknesses in handling facts.
Generative AI is transforming UX design by automating execution tasks, such as creating prototypes and analyzing feedback, allowing designers to shift from pixel-pushing to strategic roles focused on systems thinking, ethical oversight, and prompt engineering. The technology serves as a collaborative tool across all design phases, but it requires human judgment to ensure that outputs are inclusive, contextually appropriate, and aligned with user needs. UX designers must develop AI literacy and master prompt crafting while maintaining responsibility for critical thinking, as their irreplaceable value lies in asking the right questions rather than merely producing artifacts quickly.
Creatives today need both artistic skill and business savvy to thrive. The key to success is pricing work confidently, making payments effortless, diversifying sales channels, building credibility through curated portfolios and testimonials, and keeping admin simple to reduce stress, allowing more time for creativity and growth.
Run parallel Claudes safely in containers. Jump between their environments to instantly test changes. Get suggestions that catch critical issues as you go.
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Create soft UI neumorphism effects with visual controls. Perfect for modern, minimal interface designs.
Traditional navigation is dying as interfaces shift toward intent-based design, where systems anticipate user needs rather than requiring explicit menu choices—seen in platforms like Spotify, TikTok, and ChatGPT. While this approach excels at routine tasks, it risks stripping users of cognitive maps and autonomy, creating disorienting "black boxes" that trap people in algorithmic bubbles and fail when predictions are wrong. The solution lies in predictive systems that augment, rather than replace, traditional navigation, offering intelligent suggestions while maintaining a transparent structure and user control.
Figma's 2025 AI report reveals that AI is fundamentally reshaping design workflows by improving speed and efficiency, though 60% of designers don't yet see quality improvements. The research shows that design skills are becoming increasingly valuable for AI products, with most AI builders considering design at least as critical as for traditional products. However, the unpredictability of AI introduces new complexities in prototyping, user testing, and determining transparency levels. Designers currently use AI primarily for research tasks, such as desk research (38%) and data analysis (40%), rather than for creative work.
Absolut Vodka has launched a new artist collaboration celebrating Pop Art legend Keith Haring, transforming London's Charing Cross station into “Haring Cross” — an immersive public art gallery featuring Haring's original Absolut works. The Playful Underground campaign continues both Haring's and Absolut's mission to make art accessible to everyone, blending brand heritage, authenticity, and the spirit of Pop Art with an emphasis on joy and inclusivity.
Companies covered by the European Accessibility Act must publish an accessibility statement explaining how their services meet the requirements and train their support staff to answer accessibility-related questions.
Creative freelancers juggling multiple income streams commonly make five critical mistakes when handling taxes, including failing to track every payment, regardless of size, and not understanding HMRC's requirement to declare all income on Self Assessment returns, even with PAYE employment.
Designers each have a personal object they can't work without—whether it's a chair, notebook, mug, pencil, or book—reflecting how creativity is shaped by comfort, habit, and personal connection as much as by tools or technology.
OpenAI's upcoming AI hardware device, currently being designed by Jony Ive, has reportedly been delayed due to three major challenges: insufficient computing power, unresolved privacy concerns over its always-on cameras and microphones, and difficulty defining its personality and conversational boundaries. The device, known as “io”, is neither a phone nor glasses and aims to feel like a helpful friend rather than a “weird AI girlfriend.” It may not launch next year as planned.
Visual Electric, a Sequoia-backed AI design startup founded in 2022, announced it is being acquired by search startup Perplexity, with its team joining a new Agent Experiences group. The acquisition will result in Visual Electric shutting down its product within 90 days, offering users data export and prorated refunds. The startup, which raised $2.5 million and built AI-powered image creation tools for designers on an infinite canvas, was founded by former employees from Facebook, Dropbox, Apple, and Microsoft.
Squarespace partnered with Perplexity to integrate its website-building and hosting services into Comet, Perplexity's browser, enabling users to transition seamlessly from AI-powered research to professional business creation. Through Comet's conversational interface, users receive guidance on domain registration, brand development, and design while accessing Squarespace's AI optimization tools for enhanced discoverability. The collaboration aims to help businesses make a strong first impression when discovered through AI-powered search and answer engines.
2025.10.07·newsroom.squarespace.com·1 min read·TLDR Design Microsoft has refreshed its ten core Office app icons for the first time since 2018, introducing smoother curves, vibrant gradients, and simplified shapes to make them more legible and approachable. The subtle redesign maintains familiar letter plates for instant recognition and reflects how AI is influencing design and product development. The new icons will roll out soon across web, desktop, and mobile.
In design, iteration is essential—ideas are tested, refined, and improved—while in life and philosophy, people often cling to fixed beliefs as part of their identity. Adopting the designer's mindset means viewing our choices, careers, relationships, and convictions as hypotheses to evolve through experience and feedback. Growth, then, comes not from defending old ideas, but from revising them with honesty and courage, choosing truth and adaptability over pride and rigidity.
AI tools are powerful leverage for design and product development, but they amplify whatever users bring to them—whether that's deep user understanding or poor judgment about unsolved problems. While AI excels at processing information and streamlining tedious tasks, it cannot replace the human skills of taste, curation, and genuine curiosity required to build products that people actually want. Designers who either completely resist AI or treat it as a magic solution will struggle, while those who combine human insight with AI capability will thrive.
ImagineArt is an AI creative suite that generates images, videos, shorts, and voice from text prompts. The platform features advanced editing tools, a background remover, an upscaler, and custom models.
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2025.10.07·animation-svelte.vercel.app·Tool·TLDR Design Collins has created a visual identity for Sun Day, a new global climate action movement founded by Bill McKibben and Denis Hayes that emphasizes unity, collective action, and the healing power of solar energy. The identity features a flexible half-sun logo that invites individuals to “complete” it, symbolizing shared participation, alongside a living typeface inspired by protest posters and a digital platform where people worldwide can contribute their own suns, reinforcing the idea that everyone is part of one global, solar-powered community.
Sketchbook warm-up exercises help artists loosen up physically and mentally, improving line quality, coordination, and focus before drawing. Common warm-ups include mark-making, drawing parallel lines, circles, shading, scribbling, blind contour drawing, 3D forms, gesture sketches, and creating variations—all designed to build confidence and fluidity. Some artists warm up by directly planning elements of their upcoming sketch.
Designing internal applications presents unique challenges, as users are often required to use the software, making traditional metrics such as user retention irrelevant for measuring design impact. The CASTLE framework addresses this by tracking six key areas—Cognitive Load, Advanced Feature Usage, Satisfaction, Task Efficiency, Learnability, and Errors—that directly connect to business concerns, such as employee productivity, training costs, and software ROI. Designers can demonstrate their value by aligning CASTLE metrics with existing business goals, prioritizing relevant measurements based on specific problems, and gathering data through methods like user testing, support tickets, and pulse surveys.
2025.10.07·dataanddesign.substack.com·5 min read·TLDR Design Illustrator Peilin Li found her distinctive, geometric style by embracing natural expression and storytelling, leading to major awards, global collaborations, and a continually evolving creative practice.
The Wacom MovinkPad Pro 14 combines a 14-inch OLED display with a 2880x1800 resolution, 100% color coverage, and a 120Hz refresh rate, alongside Android 15 and the battery-free Pro Pen 3 with 8,192 pressure levels.
Friend, a new AI companion brand, launched a provocative billboard campaign across NYC subways with statements deliberately designed to spark backlash and graffiti responses.
Google's AI Mode now better understands visual search prompts through an enhanced "query fan-out" technique, which runs multiple background searches to interpret complex requests, such as "moody but maximalist" bedrooms. The update makes the chatbot multimodal, allowing users to initiate conversations with images or videos and receive more visual responses rather than text-heavy answers. These improvements particularly benefit shopping searches, enabling AI Mode to handle nuanced queries such as "barrel jeans that aren't too baggy" with refinable follow-up questions.
Apple is developing AI-driven Apple Glasses expected in 2026, with release likely in 2027. The first version will lack a display or AR features, focusing instead on visual intelligence, Siri voice control, multiple cameras, health tracking, and deep iPhone integration. Powered by a low-power chip and built-in speakers, the glasses will function as an iPhone accessory, with a future model reportedly planned to include a display.
Meta will use data from user interactions with its AI products—including Meta AI chatbot conversations, Ray-Ban smart glasses recordings, and AI-generated content—to sell targeted ads on Facebook and Instagram starting December 16. The policy applies globally except in South Korea, the UK, and the EU, with no opt-out available for affected users. While Meta claims conversations about sensitive topics won't influence ads, the company acknowledges that it's still developing systems to leverage this AI data for its advertising business.
Despite 2.5 years of intense AI hype, there's no evidence that current AI tools are making design faster, eliminating designer jobs, or enabling the promised software renaissance—metrics like new app releases and domain registrations remain flat. AI struggles with designs that require tight constraints, novelty, or complexity because its architecture is based on training data, making it best suited for average designs rather than bold, opinionated work that stands out. Designers should focus on out-of-training-data skills, such as pixel-perfect UI and novel interactions, while using AI primarily for small personal projects, internal prototypes, and simple public tools where security and complexity are minimal.
AI language models should focus on "boring" tasks, like proofreading and summarizing, rather than attempting high-level thinking, where hallucinations and faulty reasoning can lead to failures. Small language models (SLMs) are sufficient for these modest language tasks, offering benefits such as easier ethical training and lower costs. The industry has been using LLMs backwards by trying to automate complex tasks from the top down instead of augmenting simpler tasks from the bottom up.
Good designers often get stuck by attempting to mind-read their team's intentions when designs are rejected, creating false narratives like "they don't value UX" instead of addressing the real issue. This "LoserThink" pattern prevents designers from asking whether they're solving the actual problem their stakeholders need solved. The solution is to replace assumptions with direct questions about success criteria and understanding team pressures through brief conversations.
2025.10.06·dataanddesign.substack.com·2 min read·TLDR Design Describe what you want to see, and Wan 2.5 will bring it to life with stunning visuals and perfectly synchronized audio.
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Jacek Utko, a former architect turned newspaper art director, transformed struggling newspapers into award-winning successes through bold, user-focused design. Inspired by Cirque du Soleil's creativity, he reimagined newspapers as visual “performance art,” aligning design with business goals and reader experience. His redesigns in Eastern Europe boosted circulation by up to 100%, increased ad revenue, and earned multiple international design awards, proving how strategic design can drive both innovation and measurable business growth.
The revival of the classic British beer brand Double Diamond brings nostalgic charm with a modern twist. Originally brewed in 1876 and once a UK best-seller, it faded with changing tastes but has now been relaunched by Jamie Allsopp and Steve Holt using original recipes. Designer Alec Tear and illustrator Satoshi Hashimoto refreshed its iconic logo, typeface, and mascot, blending heritage with contemporary appeal. The result evokes traditional pub culture while feeling bold and relevant to today's drinkers.
PizzaExpress has launched a new “Specials” range to bring its restaurant experience into homes, responding to the rise of at-home “fakeaways.” Designed by Brandon Consultants, the packaging features real pizzaiolos proudly presenting their creations, emphasizing craftsmanship and human connection while standing out in the crowded chilled aisle. The refreshed design links the new range to the classic line through consistent visual elements, blending PizzaExpress's artistic heritage with a warm, premium feel that evokes its emotional place in British culture.
Sticky navigation often undermines accessibility by consuming screen space, blocking content, disrupting screen readers, and causing problems when combined with magnification, especially on mobile devices.
Accessible design features meant for seniors, such as larger text, high contrast, bigger buttons, and clear navigation, actually benefit everyone, regardless of age or ability.
A new viral optical illusion by Science Magician Matt Pritchard features a circle of purple elephants that seem to change brightness as you look at them, demonstrating how color theory and visual perception can trick the eye even without digital effects.
Disney sent a cease-and-desist letter to Character.AI demanding the removal of its copyrighted characters from the chatbot platform, citing trademark infringement and concerns about sexually exploitative content that could harm children and damage Disney's reputation. The AI chatbot service, which enables users to create digital companions based on real people and fictional characters, has removed major Disney characters, such as Mickey Mouse and Captain America, from its search results. However, some Disney-owned properties, such as Percy Jackson and Hannah Montana, remain accessible on the platform.
Microsoft is unveiling redesigned Office icons with a more colorful, gradient-heavy aesthetic featuring softer curves and enhanced contrast, marking the first major update since 2018. The refresh affects all 10 core Office apps, with design choices inspired by the Copilot icon to reflect a more connected Microsoft 365 ecosystem. Changes include simplified elements like Word's horizontal bars, reduced from four to three, while sharp edges give way to fluid forms for improved legibility and accessibility.
Apple has reportedly scrapped its cheaper, lighter Vision Pro model to focus on developing smart glasses that can compete with Meta's AI-powered eyewear. Bloomberg says Apple is prioritizing two models: a display-less iPhone-paired version expected by 2027 and display-enabled glasses now being fast-tracked for 2028. Both will rely heavily on AI and voice interaction.
A five-part framework evaluates visual craft in product design: technique (tool mastery), intentionality (thoughtful UI choices with clear rationale), voice (brand expression), attention to detail (polished execution), and visual communication (compelling presentation skills). Craft has gained importance because AI tools and design systems have commoditized basic competency, making exceptional execution a key differentiator. Design leaders should assess craft across these specific criteria, rather than generalizing, and match evaluation to role requirements while supporting designer growth toward well-rounded "product designer" capabilities in both UX and visual design.
2025.10.03·rongoldin.substack.com·7 min read·TLDR Design Many common UX buzzwords have surprisingly old and unusual origins. “User experience” was coined in the 1990s, but “writer” once meant to scratch or carve, “designer” originally implied a schemer, and “researcher” has meant to investigate since the 1500s. Methods like “A/B testing” stem from testing metals in clay pots, “brainstorming” once described delirium before being popularized in the 1940s, “case study” emerged from early 20th-century law, and “agile” comes from the Latin for nimble, later repurposed in software development in 2001.
Leaving a toxic job after burnout teaches important lessons about preparing an exit before reaching a breaking point. Key strategies include knowing your financial “floor,” keeping your portfolio updated, separating your identity from your job, treating exits as bridges rather than dead ends, networking proactively, leaning on trusted people for perspective, and regularly preparing with small steps to leave without losing yourself or your career momentum.
Dyad is a free, local, open-source AI app builder and a community-driven alternative to Lovable, v0, Bolt, and Replit.
Eagle helps you unify your creative files in a new, logical way and all in one place.