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.
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.
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
Unlike many people, I’m not particularly worried about AI replacing peoples’ jobs, although employers will certainly try and use it to reduce their headcount. I’m more worried about it transforming jobs into roles without agency or space to be human. Imagine a world where performance reviews are conducted by software; where deviance from the norm is flagged electronically, and where hiring and firing can be performed without input from a human. Imagine models that can predict when unionization is about to occur in a workplace. All of this exists today, but in relatively experimental form. Capital needs predictability and scale; for most jobs, the incentives are not in favor of human diversity and intuition.
A great write-up from Hidde on dConstruct 2022 and how the speakers tackled the theme of design transformation:
They talked about turning a series of penstrokes into art, lasers into fireworks, human experiences into novels and patient data collection into a minimal effort task.
A lot of our work in web design and technology has a power to transform and that is wonderful, especially when we manage to be intentional about the how and why.
I’m very taken with Github’s tab-container element—this is exactly how I think web components should be designed!
Lynn gives a step-by-step walkthrough of the latest amazing redesign of her website. There’s so much joy and craft in here, with real attention to detail—I love it!
The web embodies principles of openness and portability and access that best align with the needs, and frankly the purpose, of the cultural heritage sector.
Aaron’s talk from the 2019 Museums and the Web conference.
In 2019 the web is not “sexy” anymore and compared to native platforms it can sometimes seems lacking, but I think that speaks as much to people’s desire for something “new” as it does to any apples to apples comparison. On measure – and that’s the important part: on measure – the web affords a better and more sustainable framework for the cultural heritage to work in than any of the shifting agendas of the various platform vendors.
A walkthrough of the process of creating a futuristic interface with CSS (grid and animation).
While this is just one interpretation of what’s possible, I’m sure there are countless other innovative ideas that could be realized using the tools we have today.
A nice combination of style guide and pattern library, with plenty of documentation.
Beautiful use of CSS transitions and transforms.
Also: CSS is officially the new Flash—”skip intro” is back.
A beautiful experiment with CSS transforms and a smattering of JavaScript.
Here’s a handy little tip for CSS animations: instead of changing position properties, use translate instead.
A competitor to Prezi built with HTML, CCS and JavaScript.
Eric is making some genuinely beautiful art by applying CSS transforms to some well-known sites.
Andy just debuted this at An Event Apart—lovely stuff.
A cute’n’nifty demonstration of transforms and animations in CSS that works a treat in Webkit.
Kanji characters that transform into the animal they represent.
Experimenting with CSS3 and HTML5 features implemented in Webkit.
Copy this bit of JavaScript code. Visit your website of choice in Safari. Paste said code into the address bar. Giggle with glee.