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A GenAI perplexed by color theory
Using Perplexity to build an accessible perceptual uniform triad. Continue reading on UX Collective »
UX Collective • 1 min read
Latest Stories
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AI evals are becoming the new compute bottleneck
Hugging Face Blog -
Granite 4.1 LLMs: How They’re Built
Hugging Face Blog -
ai10 UI patterns that won’t survive the AI shift
A practical guide with real product examples of what’s replacing them.One of the bigger challenges for product and design teams right now is a type of UX debt nobody is tracking — patterns that still function but no longer justify their existence.We’ve spent years perfecting…
UX Collective • 16 min read -
DeepInfra on Hugging Face Inference Providers 🔥
Hugging Face Blog -
uxWhat is AI really costing the planet?
The interactions feel frictionless. But behind every prompt sits a vast, energy-hungry machine with a growing environmental bill nobody wants to pay.Many people tend to think of AI as invisible. You type a prompt, something smart appears, and that’s that. No smoke, no exhaust fumes,…
UX Collective • 13 min read -
artificial-intelligenceThe interface that responds
The most dangerous pronoun in design.The self with no one there — (All conceptual images were generated by AI and edited by the Author)The last screen of my day is often a conversation with a machine.I know how strange that is. The house is quiet,…
UX Collective • 10 min read -
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ux-designStaff designers aren’t about shipping the best work. That’s the point.
I rewrote portfolios for 7 Staff/Principal designers. Here’s what I learned Continue reading on UX Collective »
UX Collective • 1 min read -
design-thinkingThe forgotten conversation problem in AI chat
We built a messaging-app architecture for knowledge work. The recall failure that followed is structural, not optional.**Editor’s note: I wrote this article from firsthand experience as a founder and engineer. I used Claude Code as a writing assistant for structural feedback and copy editing. All…
UX Collective • 11 min read -
artificial-intelligenceA fantastic voyage, the illusion of good taste, the art of subtraction
Weekly curated resources for designers — thinkers and makers.“The invisible walls for designers have been broken down. Maybe we don’t know it yet, but this year is the perfect time to start reframing the influence and vision of product design within and beyond companies.”Product design…
UX Collective • 2 min read -
artificial-intelligenceThe right touch: mapping AI presence to user intent
Knowing what a user wants is only half the problem. The other half is knowing how, and how much, to respond.This is the third piece in a small series on product design in AI-driven systems. The first article explored how our role as designers is…
UX Collective • 8 min read -
How to build scalable web apps with OpenAI's Privacy Filter
Hugging Face Blog -
artificial-intelligenceThe rulebook for designing AI experiences
Three of the world’s largest tech companies have published guidelines for responsible Human-AI Interaction. Here’s what they got right, and where the gaps are.Ask ten people in the industry what responsible AI design means and you will get ten different answers. Ethics frameworks, trustworthy AI…
UX Collective • 10 min read -
DeepSeek-V4: a million-token context that agents can actually use
Hugging Face Blog -
product-designDesigning with AI without losing your mind
With critical thinking skills on the line I built a real-time AI collaborator, Thia — with vision and voice capabilities to keep early ideas raw, the loop tight, and the thinking mine.Sketching on a whiteboard with an AI collaborator — image generated by AIYou don’t…
UX Collective • 9 min read