Tags: trans

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Wednesday, May 6th, 2026

Reminder: You Can Stitch Together Lots of Little HTML Pages With Navigations For Interactions - Jim Nielsen’s Blog

I really like the thinking that goes into this approach. It seems so counter-intuitive at first, but there’s no arguing with the snappy resilient results.

Turns out, if you have a website and you think of the browser as a way to navigate documents — rather than a runtime to execute arbitrary code and fetch, compile, and present them — things can be a lot simpler than our tools often prime us to make them.

Thursday, April 16th, 2026

Threat models

People talk about the effectiveness (or lack thereof) of large language models as though all tasks are comparable. But it strikes me that there are three broad categories of work that large language models are applied to:

  1. Compression.
  2. Transformation.
  3. Expansion.

Compression is when you feed a large language model something big that you want to make small. Summarise this book. Give me the gist of this meeting. Large language models are generally pretty good at this, which makes sense given that they themselves are kind of like compressed artifacts.

Transformation is when large language models convert from one format into another. Turn this audio into text. Turn this jumble of data into structured JSON. A large language model can handle these tasks pretty well. There’ll probably be a few errors so make sure that’s not a deal-breaker.

Expansion is when you give a large language model a prompt to generate something from scratch. An image. A presentation. An email. A poem. This is where slop lives. The output inevitably betrays its origins, glistening with a sheen of mediocrity.

Laurie spotted this three-way split a while back:

Is what you’re doing taking a large amount of text and asking the LLM to convert it into a smaller amount of text? Then it’s probably going to be great at it. If you’re asking it to convert into a roughly equal amount of text it will be so-so. If you’re asking it to create more text than you gave it, forget about it.

I hope that when the bubble finally bursts, we’ll see the surviving large language models put to work on the first two categories. The boring stuff. The work that’s tedious for humans.

But tedious is as tedious does. Something I consider drudgery might be the very thing that gives you life. Like Giles says:

I have a feeling that everyone likes using AI tools to try doing someone else’s profession. They’re much less keen when someone else uses it for their profession.

The big exception seems to be programming. Apparently there are plenty of coders who never before expressed an interest in being managers who are now happily hanging up their coding spurs in favour being the overseer of non-human workers.

It’s a reasonable outlook. It could even be considered a user-centred approach. Users don’t care about the elegance of your code; they care about accomplishing their tasks.

Programming is something of an exception to the efficacy of large language models in general. Instead of relying on the subjectivity of painting, poetry, or prose, programming can be objectively tested. Throw enough money at the worst people in the world and they’ll give you tokens you can use to get the machines to test their own output. So you can get a large language model to create something reasonably good from scratch as long as that something is code.

If you had asked me about the threat model of large language models two years ago, I probably would’ve been worried for artists, writers, and musicians. I thought that software had enough inherent complexity to be relatively safe.

Now my opinion has completely reversed. Software is almost certainly the killer app for large language models.

I think the artists, writers, and musicians will be okay, or at least as okay as they ever were. It turns out that humans like things made by other humans.

And y’know what? If I had to choose which endeavour I’d rather see automated away—programming or art—it’s no competition.

Don’t get me wrong—it would be nice if everyone got paid for doing what they enjoy. It’s just that I’m okay with software engineers not being at the front of that line.

I remember when I first started getting paid money to make websites. “Really?” I thought, “Someone is willing to pay me to do something I’d do anyway?” I kept waiting for the jig to be up. Instead I saw my profession grow and expand.

Perhaps there’s a long-overdue compression happening.

Or maybe it’s more like a transformation.

Tuesday, October 21st, 2025

Jake Archibald is speaking at Web Day Out

I’m very happy to announce that the one and only Jake Jaffa-The-Cake Archibald will be speaking at Web Day Out!

Given the agenda for this event, I think you’ll agree that Jake is a perfect fit. He’s been at the forefront of championing user-centred web standards, writing specs and shipping features in browsers.

Along the way he’s also created two valuable performance tools that I use all the time: SVGOMG and Squoosh, which has a permanent place in my dock—if you need to compress images, I highly recommend adding this progressive web app to your desktop.

He’s the man behind service workers and view transitions—two of the most important features for making websites first-class citizens on any device.

So what will he talk about at Web Day Out? Image formats? Offline functionality? Smooth animations? Something else entirely?

All will be revealed soon. In the meantime, grab yourself a ticket to Web Day Out—it’s just £225+VAT—and I’ll see you in Brighton on Thursday, 12 March 2026!

Tuesday, October 14th, 2025

Reasoning

Tim recently gave a talk at Smashing Conference in New York called One Step Ahead. Based on the slides, it looks like it was an excellent talk.

Towards the end, there’s a slide that could be the tagline for Web Day Out:

Betting on the browser is our best chance at long-term success.

Most of the talk focuses on two technologies that you can add to any website with just a couple of lines of code: view transitions and speculation rules.

I’m using both of them on The Session and I can testify to their superpowers—super-snappy navigations with smooth animations.

Honestly, that takes care of 95% of the reasons for building a single-page app (the other 5% would be around managing state, which most sites—e-commerce, publishing, whatever—don’t need to bother with). Instead build a good ol’-fashioned website with pages of HTML linked together, then apply view transitions and speculation rules.

I mean, why wouldn’t you do that?

That’s not a rhetorical question. I’m genuinely interested in the reasons why people would reject a simple declarative solution in favour of the complexity of doing everything with a big JavaScript framework.

One reason might be browser support. After all, both view transitions and speculation rules are designed to be used as progressive enhancements, regardless of how many browsers happen to support them right now. If you want to attempt to have complete control, I understand why you might reach for the single-page app model, even if it means bloating the initial payload.

But think about that mindset for a second. Rather than reward the browsers that support modern features, you would instead be punishing them. You’d be treating every browser the same. Instead of taking advantage of the amazing features that some browsers have, you’d rather act as though they’re no different to legacy browsers.

I kind of understand the thinking behind that. You assume a level playing field by treating every browser as though they’re Internet Explorer. But what a waste! You ship tons of uneccesary code to perfectly capable browsers.

That could be the tagline for React.

Tuesday, August 5th, 2025

It’s time for modern CSS to kill the SPA - Jono Alderson

SPAs were a clever solution to a temporary limitation. But that limitation no longer exists.

Use modern server rendering. Use actual pages. Animate with CSS. Preload with intent. Ship less JavaScript.

Tuesday, May 27th, 2025

Uses

I don’t use large language models. My objection to using them is ethical. I know how the sausage is made.

I wanted to clarify that. I’m not rejecting large language models because they’re useless. They can absolutely be useful. I just don’t think the usefulness outweighs the ethical issues in how they’re trained.

Molly White came to the same conclusion:

The benefits, though extant, seem to pale in comparison to the costs.

Rich has similar thoughts:

What I do know is that I find LLMs useful on occasion, but every time I use one I die a little inside.

I genuinely look forward to being able to use a large language model with a clear conscience. Such a model would need to be trained ethically. When we get a free-range organic large language model I’ll be the first in line to use it. Until then, I’ll abstain. Remember:

You don’t get companies to change their behaviour by rewarding them for it. If you really want better behaviour from the purveyors of generative tools, you should be boycotting the current offerings.

Still, in anticipation of an ethical large language model someday becoming reality, I think it’s good for me to have an understanding of which tasks these tools are good at.

Prototyping seems like a good use case. My general attitude to prototyping is the exact opposite to my attitude to production code; use absolutely any tool you want and prioritise speed over quality.

When it comes to coding in general, I think Laurie is really onto something when he says:

Is what you’re doing taking a large amount of text and asking the LLM to convert it into a smaller amount of text? Then it’s probably going to be great at it. If you’re asking it to convert into a roughly equal amount of text it will be so-so. If you’re asking it to create more text than you gave it, forget about it.

In other words, despite what the hype says, these tools are far better at transforming than they are at generating.

Iris Meredith goes deeper into this distinction between transformative and compositional work:

Compositionality relies (among other things) on two core values or functions: choice and precision, both of which are antithetical to LLM functioning.

My own take on this is that transformative work is often the drudge work—take this data dump and convert it to some other format; take this mock-up and make a disposable prototype. I want my tools to help me with that.

But compositional work that relies on judgement, taste, and choice? Not only would I not use a large language model for that, it’s exactly the kind of work that I don’t want to automate away.

Transformative work is done with broad brushstrokes. Compositional work is done with a scalpel.

Large language models are big messy brushes, not scalpels.

Wednesday, March 5th, 2025

Building WebSites With LLMS - Jim Nielsen’s Blog

And by LLMS I mean: (L)ots of (L)ittle ht(M)l page(S).

I really like this approach: using separate pages instead of in-page interactions. I remember Simon talking about how great this works, and that was a few years back, before we had view transitions.

I build separate, small HTML pages for each “interaction” I want, then I let CSS transitions take over and I get something that feels better than its JS counterpart for way less work.

Wednesday, February 12th, 2025

AI wants to rule the World, but it can’t handle dairy.

AI has the same problem that I saw ten year ago at IBM. And remember that IBM has been at this AI game for a very long time. Much longer than OpenAI or any of the new kids on the block. All of the shit we’re seeing today? Anyone who worked on or near Watson saw or experienced the same problems long ago.

Wednesday, January 29th, 2025

6 CSS Snippets Every Front-End Developer Should Know In 2025 · 19 January 2025

  • Springy easing with linear()
  • Typed custom properties
  • View transitions for page navigation
  • Transition animation for dialog and popover
  • Transition animation for details
  • Animated adaptive gradient text

Tuesday, January 21st, 2025

What I’ve learned about writing AI apps so far | Seldo.com

LLMs are good at transforming text into less text

Laurie is really onto something with this:

This is the biggest and most fundamental thing about LLMs, and a great rule of thumb for what’s going to be an effective LLM application. Is what you’re doing taking a large amount of text and asking the LLM to convert it into a smaller amount of text? Then it’s probably going to be great at it. If you’re asking it to convert into a roughly equal amount of text it will be so-so. If you’re asking it to create more text than you gave it, forget about it.

Depending how much of the hype around AI you’ve taken on board, the idea that they “take text and turn it into less text” might seem gigantic back-pedal away from previous claims of what AI can do. But taking text and turning it into less text is still an enormous field of endeavour, and a huge market. It’s still very exciting, all the more exciting because it’s got clear boundaries and isn’t hype-driven over-reaching, or dependent on LLMs overnight becoming way better than they currently are.

Thursday, December 5th, 2024

Thursday, October 24th, 2024

Making the website for Research By The Sea

UX London isn’t the only event from Clearleft coming your way in 2025. There’s a brand new spin-off event dedicated to user research happening in February. It’s called Research By The Sea.

I’m not curating this one, though I will be hosting it. The curation is being carried out most excellently by Benjamin, who has written more about how he’s doing it:

We’ve invited some of the best thinkers and doers from from in the research space to explore how researchers might respond to today’s most gnarly and pressing problems. They’ll challenge current perspectives, tools, practices and thinking styles, and provide practical steps for getting started today to shape a better tomorrow.

If that sounds like your cup of tea, you should put February 27th 2025 in your calendar and grab yourself a ticket.

Although I’m not involved in curating the line-up for the event, I offered Benjamin my swor… my web dev skillz. I made the website for Research By The Sea and I really enjoyed doing it!

These one-day events are a great chance to have a bit of fun with the website. I wrote about how enjoyable it was making the website for this year’s Patterns Day:

I felt like I was truly designing in the browser. Adjusting spacing, playing around with layout, and all that squishy stuff. Some of the best results came from happy accidents—the way that certain elements behaved at certain screen sizes would lead me into little experiments that yielded interesting results.

I took the same approach with Research By The Sea. I had a design language to work with, based on UX London, but with more of a playful, brighter feel. The idea was that the website (and the event) should feel connected to UX London, while also being its own thing.

I kept the typography of the UX London site more or less intact. The page structure is also very similar. That was my foundation. From there I was free to explore some other directions.

I took the opportunity to explore some new features of CSS. But before I talk about the newer stuff, I want to mention the bits of CSS that I don’t consider new. These are the things that are just the way things are done ‘round here.

Custom properties. They’ve been around for years now, and they’re such a life-saver, especially on a project like this where I’m messing around with type, colour, and spacing. Even on a small site like this, it’s still worth having a section at the start where you define your custom properties.

Logical properties. Again, they’ve been around for years. At this point I’ve trained my brain to use them by default. Now when I see a left, right, width or height in a style sheet, it looks like a bug to me.

Fluid type. It’s kind of a natural extension of responsive design to me. If a website’s typography doesn’t adjust to my viewport, it feels slightly broken. On this project I used Utopia because I wanted different type scales as the viewport increased. On other projects I’ve just used on clamp declaration on the body element, which can also get the job done.

Okay, so those are the things that feel standard to me. So what could I play around with that was new?

View transitions. So easy! Just point to an element on two different pages and say “Hey, do a magic move!” You can see this in action with the logo as you move from the homepage to, say, the venue page. I’ve also added view transitions to the speaker headshots on the homepage so that when you click through to their full page, you get a nice swoosh.

Unless, like me, you’re using Firefox. In that case, you won’t see any view transitions. That’s okay. They are very much an enhancement. Speaking of which…

Scroll-driven animations. You’ll only get these in Chromium browsers right now, but again, they’re an enhancement. I’ve got multiple background images—a bunch of cute SVG shapes. I’m using scroll-driven animations to change the background positions and sizes as you scroll. It’s a bit silly, but hopefully kind of cute.

You might be wondering how I calculated the movements of each background image. Good question. I basically just messed around with the values. I had fun! But imagine what an actually-skilled interaction designer could do.

That brings up an interesting observation about both view transitions and scroll-driven animations: Figma will not help you here. You need to be in a web browser with dev tools popped open. You’ve got to roll up your sleeves get your hands into the machine. I know that sounds intimidating, but it’s also surprisingly enjoyable and empowering.

Oh, and I made sure to wrap both the view transitions and the scroll-driven animations in a prefers-reduced-motion: no-preference @media query.

I’m pleased with how the website turned out. It feels fun. More importantly, it feels fast. There is zero JavaScript. That’s the main reason why it’s very, very performant (and accessible).

Smooth transitions across pages; smooth animations as you scroll: it’s great what you can do with just HTML and CSS.

Tuesday, September 10th, 2024

The State of ES5 on the Web

This is grim:

If you look at the data below on how popular websites today are actually transpiling and deploying their code to production, it turns out that most sites on the internet ship code that is transpiled to ES5, yet still doesn’t work in IE 11—meaning the transpiler and polyfill bloat is being downloaded by 100% of their users, but benefiting none of them.

Tuesday, May 28th, 2024

New magic for animations in CSS | Chase McCoy

Hallelujah! We’re finally getting our two wishes for CSS animations and transitions:

  1. Animating to and from display: none; for the sake of enter/exit animations.
  2. Animating to and from the intrinsic size of an element (such as height: auto;).

Wednesday, May 15th, 2024

Baseline progressive enhancement

Support for view transitions for regular websites (as opposed to single-page apps) will ship in Chrome 126. As someone who’s a big fan—to put it mildly—I am very happy about this!

Hopefully Firefox and Safari won’t be too far behind. But it’s still worth adding view transitions to your website even if not every browser supports them. They’re the perfect example of a progressive enhancement.

The browsers that don’t yet support view transitions won’t be harmed in any way if you give them the CSS for view transitions. They’ll just ignore it. For users of those browsers, nothing changes.

Then when those browsers do ship support for view transitions, your website automatically gets an upgrade for those users. Code you’ve already written starts working from one day to the next.

Don’t wait, is what I’m saying.

I really like the Baseline initiative as a way to track browser support. It’s great to see it in use on MDN and Can I Use. It’s very handy having a glanceable indication of which browser features are newly available and which are widely available.

But…

Not all browser features work the same way. For features that work as progressive enhancements you don’t need to wait for them to be widely available.

Service workers. Preference queries. View transitions.

If a browser doesn’t support one of those features, that’s fine. Your website won’t break in that browser.

Now that’s not true of all browser features, particularly some JavaScript APIs. If a feature is critical for your site to function then you definitely want to wait until it’s widely supported.

Baseline won’t tell you the difference between those two different kinds of features.

I don’t want Baseline to get too complicated. Like I said, I really like how it’s nice and glanceable right now. But it would be nice if there way some indication that a newly-available feature is a progressive enhancement.

For now it’s up to us to make that distinction. So don’t fall into the trap of thinking that just because a feature isn’t listed as widely-available you can’t use it yet.

Really you want to ask two questions:

  1. How widely available is this feature?
  2. Can this feature be used as a progressive enhancement?

If Baseline tells you that the answer to the first question is “newly-available”, move on to the second question. If the answer to that is “no, it can’t be used as a progressive enhancement”, don’t ship that feature in production just yet.

But if the answer to that second question is “hell yeah, it’s a progressive enhancement!” then go for it, regardless of the answer to the first question.

Y’know, there’s a real irony in a common misunderstanding around progressive enhancement: some people seem to think it’s about not being able to use advanced browser features. In reality it’s the opposite. Progressive enhancement allows you to use advanced browser features even before they’re widely supported.

Wednesday, May 1st, 2024

Intent to Ship: View Transitions Same-Origin Navigation

Finally! View transitions for multi-page apps (AKA websites) will be landing in Chrome soon—here’s hoping other browsers follow suit. Mozilla are up for it. Apple are, as usual, silent on their intentions.

Nice to see a blog post of mine referenced to show that this is a highly-requested feature. Blogging gets results, folks!

Friday, April 19th, 2024

The invisible seafaring industry that keeps the internet afloat

A fascinating in-depth look at the maintenance of undersea cables:

The industry responsible for this crucial work traces its origins back far beyond the internet, past even the telephone, to the early days of telegraphy. It’s invisible, underappreciated, analog.

Snook’s Law:

It’s a truism that people don’t think about infrastructure until it breaks, but they tend not to think about the fixing of it, either.

Sunday, January 7th, 2024

RSS Anything

Next time you’re frustrated by a website that doesn’t provide an RSS feed, try using this tool:

Transform any old website with a list of links into an RSS Feed

Friday, January 5th, 2024

The Website vs. Web App Dichotomy Doesn’t Exist | jakelazaroff.com

Amen!

If there’s one takeaway from all this, it’s that the web is a flexible medium where any number of technologies can be combined in all sorts of interesting ways.

Monday, November 20th, 2023

Lost in calculation

As well as her personal site, wordridden.com, Jessica also has a professional site, lostintranslation.com.

Both have been online for a very long time. Jessica’s professional site pre-dates the Sofia Coppola film of the same name, which explains how she was able to get that domain name.

Thanks to the internet archive, you can see what lostintranslation.com looked like more than twenty years ago. The current iteration of the site still shares some of that original design DNA.

The most recent addition to the site is a collection of images on the front page: the covers of books that Jessica has translated during her illustrious career. It’s quite an impressive spread!

I used a combination of CSS grid and responsive images to keep the site extremely performant. That meant using a combination of the picture element, source elements, srcset attributes, and the sizes attribute.

That last part always feels weird. I have to tell the browser what sizes the images will displayed at, which can change depending on the viewport width. But I’ve already given that information in the CSS! It feels weird to have to repeat that information in the HTML.

It’s not just about the theoretical niceties of DRY: Don’t Repeat Yourself. There’s the very practical knock-on effects of having to update the same information in two places. If I update the CSS, I need to remember to update the HTML too. Those concerns no longer feel all that separate.

But I get it. Browsers use a look-ahead parser to start downloading images as soon as possible, so I understand why I need to explicitly state what size the images will be displayed at. Still, it feels like something that a computer should be calculating, not something for a human to list out by hand.

But wait! Most of the images on that page also have a loading attribute with a value of “lazy”. That tells browsers they don’t have to download the images immediately. That sort of negates the look-ahead parser.

That’s why the HTML spec now includes a value for the sizes attribute of “auto”. It’s only supposed to be used in conjunction with loading="lazy" (otherwise it means 100vw).

Browser makers are on board with this. You can track the implementation progress for Chromium, WebKit, and Firefox.

I would very much like to see this become a reality!