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Artificial Intelligence

from Daniel De Laney [alt+shift+b] in technology

In 2018 I worked with argodesign on an artificial intelligence client project, and Fast Company published an article on our work: This Is The World’s First Graphical AI Interface. For confidentiality reasons I can’t publicly go into more detail on the project than to link to that article. For the full case study, please contact me at [email protected]. AIGA Event During my time at argodesign we held an event with AIGA, the professional association for design, during which the team explained our point of view on artificial intelligence, and the way we approached designing interfaces for new technologies.
4th Jun 2019

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More from Daniel De Laney

More interruptions, not fewer

Have you ever gotten to the end of a long work day and realized you’re no closer to your goals? I have. The problem, counterintuitively, was lack of interruption. Sure, I was doing a lot of stuff. But I never paused to ask whether I was doing the right stuff. Or whether my approach was working. Or if I was spending the right amount of time on it. So I needed a reliable way to interrupt my “unproductive productivity,” and refocus on what’s important. The obvious first-thought solution was a timer. Unfortunately, if you use timers a lot, you learn to dismiss them reflexively. And it’s really easy to forget to set the next timer. A week later I’d think “Hey, that timer idea really worked, I should get back to that.” And then I didn’t. So I built a new kind of timer. It does 2 unique things: My timer asks me a question. It gradually blurs my screen if I don’t set a new timer. Every few minutes it asks me the same question: “What will you focus on?” I answer in a word or two, hit enter, and keep working. Having to name my intention keeps me fully aware of my trajectory. If I’m in danger of drifting, it’s obvious. If I’m flying on something simple and don’t need to reorient frequently, I can set the timer for a longer duration, maybe 30 minutes. But if I’m working on something more open-ended, I might tighten the leash all the way down to 3 minutes. Then I can’t get off track. Unlike a regular timer, I can’t fail to set the next one. If I don’t restart it promptly, the screen gradually becomes less readable until I do. If I wanted to avoid answering, I’d have to make a conscious decision to close the app just so I could see the screen clearly. I’d have to decide to be less productive. I never do. This small intervention has worked beautifully. Not only am I catching unproductive divergences earlier, I’m noticing fewer of them over time. It seems to be training me to do more and better thinking. It’s not a replacement for a more extensive journaling practice. I love to journal, but that only happens once per day. What about the rest of the day? There’s a lot of benefit in reflecting more often than once every 24 hours. If you’re running macOS, I recommend giving Intention a try. I use it every day, and I think it’s the superior way of working.

1st Dec 2025 • 1 votes
I made my screen blurry to get more done

Have you ever gotten to the end of a long work day and realized you’re no closer to your goals? I have. The problem, counterintuitively, was lack of interruption. I never paused to ask whether I was doing the right thing. Or whether my approach was working. Or if I was spending the right amount of time on it. The obvious first-thought way to interrupt myself was a timer. But I discovered those are too easy to dismiss, and too easy to forget about. A week later I’d think, “That timer idea really worked, I should get back to that.” And then I didn’t. So I built a new kind of timer that asks me a question: “What will you focus on?” Every few minutes I answer in a word or two, restart the timer, and keep working. This keeps me fully aware of my trajectory. If I’ve drifted, it’s obvious. If I’m flying on something simple and don’t need the reminders, I can set the timer for a longer duration, maybe 30 minutes. But if I’m working on something open-ended, or my attention is wandering, I might tighten the leash all the way down to 3 minutes. Unlike a regular timer, I can’t ignore it. If I don’t answer the question, the screen gradually blurs until I do. Drifting requires making a conscious decision to close the app. I have to decide to be less productive. This tiny intervention has worked beautifully. At first, I caught myself drifting constantly. Over time, I naturally became more focused. It’s training me to stop wasting time. Setting a recurring timer every few minutes sounds like it could be too much. Instead, it’s a relief. There’s nothing worse than spending all day accomplishing nothing useful. All I have to do to prevent that is type a word or two and hit enter. Importantly, it’s not a blocker. It doesn’t try to stop me from using distracting apps or sites. I’d just disable that, anyway. Instead of trying to take control away from me, it gives me more control, because I’m more aware. Plus, this makes blockers unnecessary. I can tell you from experience: by the third time you set a 3-minute timer you’ve titled “Aimless scrolling,” you’ll feel ridiculous enough to stop. It’s also not a journal, or a log. Those are harder to keep up with, and they don’t help minute-to-minute. Journaling once per day is great, but then I’m still potentially spending a full 24 hours off course. This is every few minutes, and it only takes a couple of seconds. All I have to do is name what I want to focus on. If you’re running macOS, I recommend giving Intention a try. I use it every day, and I think it’s the superior way of working.

19th Nov 2025 • 1 votes
Free software scares normal people

I’m the person my friends and family come to for computer-related help. (Maybe you, gentle reader, can relate.) This experience has taught me which computing tasks are frustrating for normal people. Normal people often struggle with converting video. They will need to watch, upload, or otherwise do stuff with a video, but the format will be weird. (Weird, broadly defined, is anything that won’t play in QuickTime or upload to Facebook.) I would love to recommend Handbrake to them, but the user interface is by and for power users. Opening it makes normal people feel unpleasant feelings. This problem is rampant in free software. The FOSS world is full of powerful tools that only have a “power user” UI. As a result, people give up. Or worse: they ask people like you and I to do it for them. I want to make the case to you that you can (and should) solve this kind of problem in a single evening. Take the example of Magicbrake, a simple front end I built. It hides the power and flexibility of Handbrake. It does only the one thing most people need Handbrake for: taking a weird video file and making it normal. (Normal, for our purposes, means a small MP4 that works just about anywhere.) There is exactly one button. This is a fast and uncomplicated thing to do. Unfortunately, the people who have the ability to solve problems like this are often disinclined to do it. “Why would you make Handbrake less powerful on purpose?” “What if someone wants a different format?” “What about [feature/edge case]?” The answer to all these questions is the same: a person who needs or wants that stuff can use Handbrake. If they don’t need everything Handbrake can do and find it bewildering, they can use this. Everyone wins. It’s a bit like obscuring the less-used functions on a TV remote with tape. The functions still exist if you need them, but you’re not required to contend with them just to turn the TV on. People benefit from stuff like this, and I challenge you to make more of it. Opportunities are everywhere. The world is full of media servers normal people can’t set up. Free audio editing software that requires hours of learning to be useful for simple tasks. Network monitoring tools that seem designed to ward off the uninitiated. Great stuff normal people don’t use. All because there’s only one UI, and it’s designed to do everything. 80% of the people only need 20% of the features. Hide the rest from them and you’ll make them more productive and happy. That’s really all it takes.

30th Oct 2025 • 1 votes
Objectivity is superstition

An objective, external world is a non-falsifiable assumption. The prevailing theory is that our subjective experiences correspond to an external reality. However, they may simply be subjective through and through. That which we claim to be evidence of external reality is actually subjective experience, which may or may not have an external and objective cause. Any test devised to prove objectivity is evaluated within subjectivity and therefore does not require objectivity to explain the result. Some object to this, claiming that the consistency of experience is best explained by an external world. However, consistent experience does not require any external mechanism, let alone the specific one we have assumed. Claiming that belief in an external world is simpler is like claiming that belief in God is simpler; in truth we are inventing something vast and complex without evidence and agreeing not to question it. This is not science, it is a substitute for epistemic humility. Much as dreams appear consistent while dreaming, that which we consider waking experience may not actually be as consistent as we believe. However, questioning this is unproductive reasoning because it undermines the value of reason itself. We must assume our experiences are rational and consistent, or else give up thinking altogether. Experience is the only reality which is detectable. Whatever experience is, it is real and directly perceptible, unlike objectivity. Claims that experience is an illusion presuppose an objective world to which experience does not correspond. Pragmatic truth is supportable, correspondence is not. If an objective world can’t be proven, neither can we prove that knowledge does or does not correspond with it. That which produces a consistent effect in experience is useful in influencing experience in the desired way, therefore science is useful. Materialism is religious faith. Just as we once invented a spirit world to help explain our experiences, we invented an objective world for which there is similar quality evidence. Both are assumed to explain experience, yet neither is directly known. The assertion that matter gives rise to experience is no more compelling than the assertion that experience gives rise to matter. The assumption of an external world has zero explanatory power, as consistent experience does not require it. Materialism is superior to classical religions in that it responds to pragmatic truth, but it still accepts unsupportable metaphysical claims and regards them as unquestionable. By contrast, noting that we have experiences does not require extrapolation or invention. Modern civilization is optimizing materials, not experiences. Focus on economic metrics has allowed us to make tremendous progress in reducing starvation and otherwise improve the experience of the least fortunate. Nonetheless, the subtle error of conflating material improvement with improvement in well-being has consequences. In advanced societies, increases in abstract indicators of material wealth like GDP have been accompanied by negative changes in consciousness: stress, social disconnection, and increased suicide. The materialist assumption that improving external conditions will always trickle down to better experiences is demonstrably unreliable. Often, this assumption results in methods which improve economic indicators by reducing experiential well-being, and in these cases it is worse than nothing. In addition to misallocating its priorities, modern civilization also conditions people to feel powerless over their own well-being. As materialist structures (corporations, governments, economic systems) become more dominant, individuals are increasingly absorbed into mechanisms designed to optimize external conditions rather than subjective experience. People come to believe that their quality of life is dictated by forces beyond their control. The best way to improve experience is to optimize it directly. The only rational goal is maximizing satisfaction. Long-term positive changes in consciousness are what is best in life. If a person achieves material or hedonistic aims but is unsatisfied in the long term, they are having a negative experience and are working against themselves. Secure, nourish, nurture, and build yourself and your community. Seek what is satisfying and aesthetic—that which feels good and true and beautiful. Unlike materialist assumptions, this requires no external faith, only a direct commitment to improving the reality we actually experience.

17th Mar 2025 • 24 votes
Chat is a bad UI pattern for development tools

Code forces humans to be precise. That’s good—computers need precision. But it also forces humans to think like machines. For decades we tried to fix this by making programming more human-friendly. Higher-level languages. Visual interfaces. Each step helped, but we were still translating human thoughts into computer instructions. AI was supposed to change everything. Finally, plain English could be a programming language—one everyone already knows. No syntax. No rules. Just say what you want. The first wave of AI coding tools squandered this opportunity. They make flashy demos but produce garbage software. People call them “great for prototyping,” which means “don’t use this for anything real.” Many blame the AI models, saying we just need them to get smarter. This is wrong. Yes, better AI will make better guesses about what you mean. But when you’re building serious software, you don’t want guesses—even smart ones. You want to know exactly what you’re building. Current AI tools pretend writing software is like having a conversation. It’s not. It’s like writing laws. You’re using English, but you’re defining terms, establishing rules, and managing complex interactions between everything you’ve said. Try writing a tax code in chat messages. You can’t. Even simple tax codes are too complex to keep in your head. That’s why we use documents—they let us organize complexity, reference specific points, and track changes systematically. Chat reduces you to memory and hope. This is the core problem. You can’t build real software without being precise about what you want. Every successful programming tool in history reflects this truth. AI briefly fooled us into thinking we could just chat our way to working software. We can’t. You don’t program by chatting. You program by writing documents. When your intent is in a document instead of scattered across a chat log, English becomes a real programming language: You can see your whole system at once You can clarify and improve your intent You can track changes properly Teams can work on the system together Requirements become their own quality checks Changes start from clear specifications The first company to get this will own the next phase of AI development tools. They’ll build tools for real software instead of toys. They’ll make everything available today look like primitive experiments.

3rd Feb 2025 • 21 votes

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Two more 27.0 design grumbles

After living with Apple’s 27.0 OSs since launch, I have some more annoyances to get off my chest. This time, it’s all about how tabs and menus have gotten worse. I’ve already ranted about the Liquid Glass material in general, but these two design changes in particular have really been grinding my gears. I’ll reiterate that Apple’s latest OSs look substantially nicer to me than the previous set… but that only makes these setbacks more glaring. Also, many of these issues aren’t nearly as bad in light mode — but I use dark mode exclusively on all platforms. Apple offers this appearance setting, so I think it’s fair to criticize them when it’s not holding up. First up, let’s talk tab bars. I think these looked awful in the original Liquid Glass redesign, and in 27.0 they look even worse. Below is an example of three tab bars from Safari in macOS. All of them are in dark mode. The top example is from macOS 26 with the “clear” Liquid Glass setting, the middle is macOS 27 with the default (mid-slider) version of Liquid Glass, and the bottom is macOS 27 with Liquid Glass at its most tinted. In each, the middle tab is selected (though I think the word “tab” is being quite generous to these globs). In macOS 26, there was practically no difference between the clear and tinted versions of tabs. Similarly, the clearest and default/middle tabs in macOS 27 are effectively the same. Because of this, I’m leaving out the redundant examples. Even though I still think it’s ugly, I vastly prefer the macOS 26 version of these three options. It offers the most contrast, and it makes more sense in dark mode: the background is darker and the foreground of the active tab is lighter. The middle example is what tabs look like in the default (mid-slider) version of Liquid Glass in macOS 27. There’s now only a very faint outline around the active tab, and practically no difference in background colours. To me, this is unreasonably subtle. The effect is even worse when there are a lot of tabs open. Lastly, there’s macOS 27 with the fully tinted Liquid Glass setting. It’s better, but it still looks less correct to me than the tab design from macOS 26. It’s difficult to put into words how much I loathe the look of this new tab bar design. I don’t mind the more “bubbly” look of Liquid Glass throughout the 27 OSs for the most part. It gives UI elements more dimension than in the 26 OSs. But it doesn’t work for tabs. Because the bubbly look is inside a trough, the active tab’s glass effect ends up looking like a blur on the top and bottom. This reduces contrast further and makes the active tab harder for me to pick out. Even in dark mode with full tint, I find the active tab less visually clear than in 26’s clear mode. Now, I’m sure there are at least a few people reading who don’t see what the fuss is about. If that’s you, I assure you that the difference is more stark when you’re not comparing things side by side. It’s not impossible for me to pick out the active tab, but I think it’s trickier than it needs to be! But, if you still don’t believe me, here’s a little experiment. Which of these do you think is most legible? The text/background colours in the above image are based on the foreground/background colours used in the tab bar instances above. First is clear in macOS 26, then the default from macOS 27, then fully tinted in macOS 27. I think they’re all pretty awful, but I prefer the macOS 26 clear version. Again, this is because I’m using dark mode. In dark mode, light text appears on a darker background. Similarly, active UI elements have a lighter background than their surrounding elements. I’m sure there are counter-examples, but this is how just about everything else works in Apple’s own apps! It should be noted that Safari uses the system default tab bar design. I also see this design in Apple’s Terminal app, in Pixelmator Pro, and elsewhere. I don’t use Xcode daily anymore, but you’ll also find them there — though in true Xcode fashion, they’re ever so slightly nonstandard and also don’t respect your tint setting. Below is a screenshot of Xcode using my current settings of dark mode with fully tinted Liquid Glass. Up next: menus. Below is an image showing four versions of the same menu in macOS. Top left is macOS 26 clear, top right is macOS 26 tinted, bottom left is macOS 27 default (mid-slider), and bottom right is macOS 27 fully tinted. It’s a similar story here. In macOS 26’s dark mode, I had no problem with system menus even when Liquid Glass was set to clear. In macOS 27, even in the fully tinted mode, the menus have much lower contrast. They also now lose all of Liquid Glass’s refractive effects when at their most tinted. I think this is less of an issue than the tab design changes, but it’s still a downgrade. Again, I’m certain many people don’t care about this. Some might wonder why I’m not turning on accessibility settings to help with these things, if they bother me so much. I’ve flirted with this (especially the “Increase Contrast” setting), but those settings have many knock-on effects. 1 But honestly, I don’t think accessibility settings should be required to have a reasonable amount of contrast in a design system. Maybe Apple disagrees, but I really hope more dark mode tweaks are coming. The “Increase Contrast” setting is under System Settings -> Accessibility -> Display -> Increase Contrast. Interestingly, you can use this setting along with the clearest version of Liquid Glass to almost get back to how things looked in macOS 26’s version of tinted. However, it adds contrast-y lines around many UI elements that I find extremely distracting. It also alters colours on some elements to, strangely, make them less contrast-y. It feels unevenly applied and poorly implemented in several apps. ↩

19 hours ago • 1 votes
Does AI exacerbate English-language inequality?

It’s an empirical question!

21 hours ago • 1 votes
The 2030 Census is in Trouble

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Make tmux the OS

I recently watched the talk by Scott Jenson titled "Are we really going to use the same Desktop UX forever?" https://www.youtube.com/watch?v=V7AfAcQwLW0&t=445s. He's a great presenter, really articulate and concise. The kind of speaker that you'd

yesterday • 1 votes
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