signal/ — curated news at the intersection of AI and design

Why design (still) matters, Taste is not a methodology, Borrowed slopes

UX Roundup: AI by Design Phase | Product Managers vs. Designers | Individualized Tutoring | Text Labels | Thumbnails | Stopping AI | Unsubscribe | OODA Loop | Timeouts | Buzzwords | Registration

Designers use AI most for ideation and least for finishing | Product managers benefit more from AI than designers | AI tutors as good as human experts but 918 times cheaper | Icons need text labels | Thumbnails give a fast overview of many choices | Users must be able to halt an AI run | Easy-in, easy-out | Observe–Orient–Decide–Act (OODA) | Recovering from a timeout | Buzzwords make writers seem…

What if AI sets us free?

UX designers are not designing interfaces, they design personalities

Democrats think cracking down on AI could give them an edge

Democrats could win back control of Congress this November, and if they do, they'll need to decide how to approach one of the country's newest and thorniest political issues: AI. Polls predict Democrats will flip at least one chamber of Congress in the midterm elections, which would put committee leadership back in their hands. That could usher in a wave of newfound scrutiny for AI companies. Top…

Beyond the Canvas

AI researchers stranded Claude on a virtual desert island. It started to “play.”

What do AI agents do if you don’t tell them to do anything? The answer looks a lot like play. Researchers repeatedly stranded them alone on a virtual desert island for 30 hours in an experiment reminiscent of the movies Cast Away or Home Alone. The agents—copies of Claude Opus 4.7 nicknamed Eko—were able to…

Beautiful icons that make products feel premium

Hugeicons offers 60,000+ icons across 10 styles for Figma, React, Font, and more. Fully customizable, beautifully crafted.

Someone behind the software

I think good products carry something of the people who make them. Their experience, what they care about, and how they think things should work.

English ↔ Claudish

A bidirectional English and Claudish translator powered by compiled 0.6B neural programs.

Techno-optimism archive

Old promises of new technologies.

Personal agents are getting their own computers

The question is no longer whether an agent can answer my questions. It’s whether I’m willing to let it act on my behalf.

llm-tools-datasette 0.1.1

Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would break any plugins which used httpx without directly depending on it. llm-tools-datasette was one of those plugins, now fixed. Tags: datasette , llm

llm-echo 0.5

Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the llm-echo debug plugin. This plugin provides a "model" which doesn't involve an LLM at all - it just repeats back the prompts that have been fed to it. The new release now updates the simulated token usage counts to take tool calls, system prompts, and reasoning tokens into account. Tags: llm

Anthropic says it’s committing 5% of its shares to a ‘public benefit fund’

Anthropic said that it will commit 5% of its shares to the fund.

How to build a brand foundation with AI without losing your craft

Here is how to use Claude and a handful of guardrails to build a design system that developers respect and clients can actually ship. Continue reading on UX Collective »

A woman was arrested in Philly for blocking a delivery robot

Carolyn Marvin was arrested and charged with disorderly conduct after blocking the path of an Uber delivery robot and refusing to get out of the way. Marvin told Philadelphia's ABC13 "I know they're taking the jobs of human delivery workers and so, I have been protesting them whenever I saw them by standing in front of them and preventing them from going forward." Police responded to the scene…

Disney agrees to hire the majority of Character.AI’s workforce

After chatbot startup Character.AI filed for bankruptcy earlier this week, many of its employees will have the opportunity to take jobs at Disney. Character.AI’s former CEO Karandeep Anand recently became the entertainment giant’s first CTO, and the startup previously said that Disney had agreed to acquire some of its assets for $20 million. A legal […]

A thousand days of stale popcorn

A gym, a morning radio broadcast, and a streak counter are all answers to one question: how do you get someone to keep going when you… Continue reading on UX Collective »

Pixels of the Week – October 18, 2026

This edition explores agentic commerce interfaces beyond chat UIs. Don't miss a fun clock made from trash, a webcam theremin experiment, cool dataviz and tool to know if a book chapter will make you sad.

Design in the material you ship

Meta removes language that raised scraping and AI training concerns

A Meta spokesperson insisted that the updated terms did not reflect a change in the way Meta crawls the web.

Inline rendering with document​.currentScript

Inline rendering with document​.currentScript Lean Rada describes a neat trick that takes advantage of the document.currentScript property. You can use that to drop in a tiny inline <script> element that replaces itself when the page loads: The year is <script> document.currentScript.replaceWith( new Date().getFullYear())</script> If you define a shortcut function like this:…

Anthropic says its workforce has become less junior and is spending more time in meetings

The composition of Anthropic’s workforce and the type of work getting done have changed significantly in the past year.

Meta removes language that may have allowed it to scrape news sites

After backlash, Meta is updating its terms again to remove language that suggested it could scrape content from sites, including news sites, to train its AI. Specifically, the following language no longer appears on the commercial terms page: … Meta may use any content from such domains, web pages, or URLs to provide, develop, improve, research, train, and maintain the integrity of, the Meta…

Building Blocks for Intelligence

Several years ago I read Jeff Hawkins’s A Thousand Brains, which dug into his theories on how our brain works. In it he argued intelligence comes from thousands of cortical columns that each learn their own model of the world and then vote to reach agreement. Then AI engulfed the tech world, and along the way I kept finding myself thinking about Jeff's theory. How Jeff described our brains and…

web-edit 0.1a2

Release: web-edit 0.1a2 I added a "copy to clipboard" option for both text and image data. I needed this because I was running pelican prompts on a laptop from my phone (here's DeepSeek 4.1 Flash 1017 ) and I wanted an easy way to copy the resulting logs into a Gist. Tags: projects , pelican-riding-a-bicycle , deepseek

Websites are closing their doors to AI agents

Autonomous agents are the hottest thing in AI. OpenAI, Meta, Google, Instinct, and others promise their agents can scour the internet on your behalf, doing anything from booking a dinner reservation and cleaning out your inbox to buying new shoes. But what happens when the rest of the internet won't play nice? In recent weeks, users of services like Meta's Muse, xAI's Grok, OpenAI's Dots, and…

Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang

We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?" Asking that question also changed when review happens. Before, review was a gate at the end of the road: write the code, open a PR, wait for your colleague. Now, review runs continuously, more like spellcheck while you write. Most…

Replit is no longer working with Anthropic, CEO says

Replit CEO and co-founder Amjad Masad made the comments during TechCrunch Disrupt 2026.