記事

How to design transparent AI cost controls

A practical guide to choosing usage units, designing spending limits, and explaining AI costs before, during, and after the work. Every AI response has a price. People often discover it only when a limit hits or a bill arrives. A quick edit and a long-running agent can look almost identical in the interface. One finishes in seconds. The other might read hundreds of files, call external tools, and retry steps along the way. Yet both start with the same button. Meanwhile, AI products keep changing what they charge for: requests, credits, tasks, usage allowances. Showing more technical numbers wo

UX Collective · EN

When colors pass but palettes fail

The accessibility challenge of generative AI diverging color palettes. Continue reading on UX Collective »

UX Collective · EN

Sparkle buttons, Autonomy by design, AI reckoning in UX, Figma with MCP

Weekly curated resources for designers — thinkers and makers. “Open any product you pay for and look at the top right corner. There is a sparkle. Behind it is a panel that slides in from the right, says “Ask anything”, and offers three suggestions you did not ask for. Close it and it comes back after the next update, sometimes with a new name.” Nobody asked for the sparkle button → By Jon Sabutis What AI interviews taught us about designing conversational AI → [Sponsored] Follow-ups that build on what you said. Less pressure to perform. Control over pacing. What participants, skeptics included

UX Collective · EN

Virtue ethics in everyday interface design

How wording, hierarchy, and moments of friction can support considered action. Aristotle statue by Jerry Anderson at Southern Utah University’s Centurium, Cedar City, Utah. Image source: Southern Utah University . One thing that troubles me about designers is how readily some treat public expressions of moral conviction as evidence of sound ethical judgment. They announce their commitments to causes they regard as worthy, speak confidently about responsible practice, yet fail to examine their own biases or the ethical tensions within their decisions. Virtue signaling is not a substitute for re

UX Collective · EN

State of a system

Almost eight years ago, I started working on a design system that I got the opportunity to revisit just a few years later. The second round became as big a push with far fewer people. Now, three years after ending the work I’m finally ready to share that experience. My thesis: A rigid design kit is a cache of design decisions, prone to becoming obsolete with the requirements constantly evolving. Documenting practices and boundaries leaves powerless responsibility for upholding coherence to designers and developers. Governing an LLM skill could be a better basis for an evolving design system th

UX Collective · EN

Architizer in Paris: The First-Ever Live Celebration of the Vision Awards Winners

Architizer celebrated the 2026 Vision Awards winners live in Paris with a captivating keynote from Thomas Heatherwick and a winners’ salon. The post Architizer in Paris: The First-Ever Live Celebration of the Vision Awards Winners appeared first on Journal .

Architizer · EN

Beyond Symbolism: Farshid Moussavi on the Ismaili Center in Houston

The cultural building and community center reinterprets Islamic design philosophy through geometry, climate-responsive design, and generous civic spaces. The post Beyond Symbolism: Farshid Moussavi on the Ismaili Center in Houston appeared first on Journal .

Architizer · EN

The Case for Human Judgment: Alison Brooks on Designing with Generosity at Every Scale

The British-Canadian architect and A+Awards juror on the qualitative decisions that shape generous architecture, and the human skills behind every great building. The post The Case for Human Judgment: Alison Brooks on Designing with Generosity at Every Scale appeared first on Journal .

Architizer · EN

The Last Touchpoints: 11 Design Components for the Moments Automation Can’t Replace

As buildings learn to run themselves, the few things we still touch become more valuable than ever. The post The Last Touchpoints: 11 Design Components for the Moments Automation Can’t Replace appeared first on Journal .

Architizer · EN

Why Architecture Needs a Post-Occupancy Crit

Architecture school teaches architects to defend their decisions, but occupation teaches them what those decisions actually meant. The post Why Architecture Needs a Post-Occupancy Crit appeared first on Journal .

Architizer · EN

35 Best Architecture and Design Firms in New York

New York City is arguably the epicenter of the architecture industry in the U.S. These are the city's top firms. The post 35 Best Architecture and Design Firms in New York appeared first on Journal .

Architizer · EN

The Future of Architecture Is Human: Enter the 15th A+Awards “Project of the Year”

The 15th A+Awards’ top honor celebrates the thinkers, clients, communities and makers behind the buildings that define architecture today. The post The Future of Architecture Is Human: Enter the 15th A+Awards “Project of the Year” appeared first on Journal .

Architizer · EN

7 Firms at the Forefront of Sustainable Architectural Practice

The word sustainability gets thrown around a lot, and these firms show what it actually means in practice. The post 7 Firms at the Forefront of Sustainable Architectural Practice appeared first on Journal .

Architizer · EN

Pocket Pico: a terminal node controller for amateur packet radio

Open Electronics covered the Pocket Pico, a terminal node controller for amateur packet radio built by btech. A terminal node controller is the box that sits between a ham radio and a computer and turns data into tones. This one is a rebuild of the Heathkit HK-21 Pocket Packet from 1983, using a Raspberry Pi […]

Adafruit Blog · EN

frank-dino: a RP2350B helper chip for a real Zilog Z80

rh1tech (Mikhail Matveev) has released frank-dino v1.00 on GitHub, the first firmware for the dino_z80 board. An RP2350B microcontroller acts as the whole machine around a real Zilog Z84C00 CPU, so the Z80 does the work and the RP2350B handles everything else: memory, video, sound and storage. It covers the ZX Spectrum 16K, 48K, 128K, […]

Adafruit Blog · EN

Google Doodle Pac-Man’s siren call

Marcin Wichary, writing on his blog Unsung, tells the story of the bug he shipped to Google’s homepage in 2010. He wrote the playable Pac-Man doodle for the game’s 30th anniversary, building the whole thing in HTML and CSS, with Flash handling the sound. The playfield spelled out Google’s logo, and a Ms. Pac-Man mode […]

Adafruit Blog · EN

NEW GUIDE: Adafruit RV-8803 High Accuracy Real Time Clock #AdafruitLearningSystem @Adafruit

For excellent accuracy time-keeping – when your everyday RTC (Real Time Clock) won’t do – the Adafruit RV-8803 Precision Real Time Clock Breakout Board is a tick-tock above the rest with excellent ±1.5 ppm (at 0~50°C) accuracy. Thanks to the built-in crystal with temperature compensation management, classic RTC drift is minimized so you don’t have […]

Adafruit Blog · EN

Understanding DC motor principles

A project from electroniclovers on Hackster walks through how a DC motor turns current into rotation, using magnets, a copper loop and a 3D simulation to show the steps. It starts with two permanent magnets and the attraction between opposite poles. Next, current through a copper rod makes a magnetic field around it, and reversing […]

Adafruit Blog · EN

The Linux 7.4 merge window is easily the largest in kernel history

Michael Larabel, writing at Phoronix, reports that the Linux 7.4 merge window is the biggest one the kernel has ever had. The merge window is the two week stretch at the start of each kernel cycle when maintainers send in their changes for the next release. After it closes, the work moves to release candidates […]

Adafruit Blog · EN

MIT engineers design a safer, more efficient vaccination system for farmed fish

Zach Winn writes in MIT News about a team at MIT and the U.S. Department of Agriculture that built a new way to vaccinate farmed fish. Today the most effective method uses metal needles. Fish have to be sedated, lifted out of the water and injected one at a time. That’s slow and stressful for […]

Adafruit Blog · EN

Rooting an Amazon Echo Dot

Julian Imhof, writing on andystechlab.dev, turned a 2018 Echo Dot 3 into a local Home Assistant voice satellite. Amazon cloud isn’t used in handling the voice commands. The work needs a Linux computer, an open-source project, and a USB cable soldered to the board. The Echo Dot doesn’t have a USB socket, so the USB […]

Adafruit Blog · EN

Context Libraries: How AI Power Users Manage Context Engineering

Claude power users rarely edit their context files and often can’t find them. Your AI agent is only as powerful as its context library.

Nielsen Norman Group · EN

The New Siri’s Biggest Strength Is Not Intelligence

A useful AI assistant needs relevant personal context, the capability to use it, and an experience that helps users understand its limits.

Nielsen Norman Group · EN

UX Maps: Glossary

Use this glossary to quickly clarify key terms and concepts related to UX maps.

Nielsen Norman Group · EN