AI and UX insights to shape better experiences

How machine learning is reshaping WCAG 2.1 compliance, remediation, and inclusive design — and where the hard limits still lie. The Future of Accessibility With AI In an age where information is digital, ensuring that everyone can access and interact with content is more than a legal or ethical requirement; it's a cornerstone of modern democracy and commerce. While the Web Content Accessibility Guidelines (WCAG) 2.1 provide a robust framework, true digital inclusion remains

How to structure your project before writing a single prompt Most AI setups are lazy. No context. No rules. No structure. Just prompts fired into the void. I spent some time to build the architecture that changes that. The quality of your setup determines the quality of everything that follows. Get the foundation right and the agent becomes a specialist — one that knows your codebase, your design system, and your compliance rules without being told every session. Seven layers

C𝗼𝗻𝗴𝗿𝗮𝘁𝘀 𝘁𝗼 Wix Studio & Wix 𝗳𝗼𝗿 𝗹𝗮𝘂𝗻𝗰𝗵𝗶𝗻𝗴 𝗚𝗘𝗢 (𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗘𝗻𝗴𝗶𝗻𝗲 𝗢𝗽𝘁𝗶𝗺𝗶𝘀𝗮𝘁𝗶𝗼𝗻)! We all know SEO shaped the way businesses positioned themselves on search engines. Now, 𝗶𝗻 𝘁𝗵𝗲 𝗔𝗜 𝗲𝗿𝗮, 𝗚𝗘𝗢 𝗶𝘀 𝗯𝗲𝗰𝗼𝗺𝗶𝗻𝗴 𝗷𝘂𝘀𝘁 𝗮𝘀 𝗰𝗿𝗶𝘁𝗶𝗰𝗮𝗹 — making sure your site isn’t just optimized for Google, but also visible to 𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗲𝗻𝗴𝗶𝗻𝗲𝘀 𝗹𝗶𝗸𝗲 𝗖𝗵𝗮𝘁𝗚𝗣𝗧, 𝗚𝗲𝗺𝗶𝗻𝗶, 𝗮𝗻𝗱 𝗣𝗲𝗿𝗽𝗹�

Meta is working on 𝗘𝗠𝗚 (𝗲𝗹𝗲𝗰𝘁𝗿𝗼𝗺𝘆𝗼𝗴𝗿𝗮𝗽𝗵𝘆) wristbands that detect the tiny electrical signals your brain sends to muscles in your wrist and fingers. A simple wristband picks up the tiny 𝗲𝗹𝗲𝗰𝘁𝗿𝗶𝗰𝗮𝗹 𝘀𝗶𝗴𝗻𝗮𝗹𝘀 𝘆𝗼𝘂𝗿 𝗯𝗿𝗮𝗶𝗻 𝘀𝗲𝗻𝗱𝘀 𝘁𝗼 𝘆𝗼𝘂𝗿 𝗳𝗶𝗻𝗴𝗲𝗿s. Even the intention to move (like thinking of a click) can be translated into a digital command. The shift to neural interfaces is a paradigm-altering moment that redefines the very

We’re entering the age of 𝗚𝗘𝗢 (𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗘𝗻𝗴𝗶𝗻𝗲 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻) — optimizing your content not just for humans or Google, but for AI agents that read, summarize, and even act on your behalf. I’ve started experimenting with this on my own portfolio site: 👉 https://lnkd.in/gcsrcunf Here’s how I’m making it AI-readable and agent-ready: 𝟭. 𝗔𝗜 𝗦𝘂𝗺𝗺𝗮𝗿𝘆 𝗣𝗮𝗴𝗲: I created a dedicated /ai-summary page with bullet-point highlights of my back

𝗛𝗼𝘄 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲𝘀 𝗔𝗿𝗲 𝗥𝗲𝗱𝗲𝗳𝗶𝗻𝗶𝗻𝗴 𝗨𝗫 In the age of AI, users don’t just tap buttons — they set goals. And intelligent agents act on their behalf. This shift is quietly reshaping the foundations of UX. Here’s how the experience is evolving: 🔁 From Commands to Intent No more “Set a reminder for 5 PM.” Now it’s “Help me stay on track today.” Users express what they want. The agent figures out how to make it happen. 🧠 From Static Interfa

A recent viral post highlighted a playful exchange where someone asked how much electricity OpenAI wastes on people saying “please” and...

rtificial General Intelligence (AGI) – it's not just another tech buzzword. AGI refers to highly autonomous systems that can outperform...

We’ve long relied on silicon chips to power AI, but what if intelligence could be grown instead of just coded? Synthetic Biological...

For the longest time, I was searching for a React Native developer to help build a simple app. I had ideas, a clear vision, and a strong...

𝗔𝗜 𝗮𝗻𝗱 𝗠𝗲𝗻𝘁𝗮𝗹 𝗛𝗲𝗮𝗹𝘁𝗵: 𝗔 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗟𝗶𝗳𝗲𝗹𝗶𝗻𝗲 𝗶𝗻 𝗮 𝗦𝘁𝗿𝗲𝘀𝘀𝗳𝘂𝗹 𝗪𝗼𝗿𝗹𝗱 Mental health is one of...

While AI-driven solutions are making life more convenient, many still fail to accommodate people with disabilities. From voice assistants...

Sentient Design: The Future of Human-Product Interaction Imagine a world where products don’t just respond to inputs but anticipate,...

Ever found yourself endlessly scrolling on Instagram, checking LinkedIn notifications, or refreshing your inbox for new emails? That’s...

Design is no longer just for humans. We interact with AI, collaborate with robots, and who knows—someday, we might even design for...

AI is rapidly transforming the way we interact with digital products. From personalized recommendations to conversational interfaces, UX...