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“‘AI’ is pretty much just shorthand for mediocre”

Just read through “You sound like a bot” by Adi Robertson in the Verge. I hadn’t really put my finger on the right word for my feelings about AI until reading that article but that’s it: it feels very mediocre.

If you want to get a rough overview of how the average frontend engineer might feel about a JavaScript framework, ChatGPT is useful enough. If you’re willing to ignore the questionable origins of the training data in use, Midjourney can be useful for rapid image generation for an early storyboard.

But as of right now, the output always feels meh, “yeah ok”. Never really surprises you with a unique perspective, or an unexpected visual language. That vibe is only becoming stronger as AI developers continue to sand off the “rough” edges on their products.

Maybe that will change. As Robertson says, “Maybe the schism between artists and AI developers will resolve, and we’ll see more tools that amplify human idiosyncrasy instead of offering a lowest-common-denominator replacement for it.”

That’s not happening any time soon. One reason is that artists have been given about 1,000 reasons to distrust AI, and I think that it is only widespread artistic use and input that could actually lead to that sort of breakthrough.

Another reason: spewing mediocrity is a pretty strong sweet spot for AI. AI is useful as a summarizer so long as you take the response with a grain of salt and follow up on sources. Case in point: Elicit seems pretty cool! Listen to this ShopTalk Show episode with Maggie Appleton for more.

Anyways, maybe we’ll eventually get to the point where AI has that human “spark”, who knows. Maybe it’ll happen next month and I’ll eat my words. Until then, as most of the content we experience online becomes more grey and sludgy, the personal will become far more valuable.

In Anil Dash’s article “The Internet Is About to Get Weird Again” for Rolling Stone late last year, he says that “the human web, the one made by regular people, is resurgent”. He places a lot of emphasis on the breakdown of the content silos we’ve relied on for so many years, which definitely seems like the major catalyst for the shift. But AI’s growing mediocrity will be the force that drives it home and really makes the human web stick.

(Related side point: clearly I need to read Filterworld by Kyle Chayka.)


Edit 21 Feb 2024: Maybe I should eat my words sooner? OpenAI just came out with Sora. Which is impressive! But… IDK, it still feels meh somehow? Maybe it’s just because it’s still early days, we’ll see.

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Probably more than you ever wanted to know about this site

A while back, Manuel Moreale asked me to take part in People and Blogs, a “series where [he asks] interesting people to talk about themselves and their blogs”. After a very major delay on my part, I finally answered his questions.

If you want to find out more than you probably ever wanted to know about this site, that’s the place to look!

Read Manuel’s interview.

Also, I highly recommend subscribing to his RSS. I always love when one of his posts pops up in my feed reader, whether it’s a People and Blogs post or anything else.

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Dave Rupert’s animation-timeline example

See Dave Rupert’s post on scroll shadows with animation-timeline. Browser support isn’t quite there yet so it’s more of a progressive enhancement, but this is a great use case example.

He wrote that off the back of Bramus’s scroll-driven animation exploration, and wow. So many of those behaviors would have been useful on past projects…

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“Kill your personas”

Counterpoint to yesterday’s post: “Kill your personas: How persona spectrums champion real user needs” by Margaret Price at Microsoft.

A persona spectrum is not a fake person. It’s an articulation of a specific human motivation and the ways it’s shared across multiple groups. It shows how that motivation can change depending on context. Sometimes, a trait can be permanent, like someone who has been blind since birth. A person recovering from eye surgery might temporarily have limited or no vision. Another person might face this barrier in certain environments, like when dealing with screen glare out in the sun. How would your product adapt to this range of people and circumstances with similar needs?

I can get behind that!

Related, check out Microsoft’s Inclusive Design Toolkit. (Though I reeeeeally wish that were a webpage…)

Via Doug Belshaw’s “Temporarily Abled” article on Thought Shrapnel.

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GDS’s Accessibility Personas

If you’re a designer or engineer and have never dug in to accessibility personas or cognitive walkthroughs before, I’d recommend checking out GDS’s accessibility persona homepages and their accompanying blog post about how they use persona profiles to test accessibility. As of right now, their profiles include the following personas:

  • Claudia – a sight impaired screen magnifier user
  • Ashleigh – a severely sight impaired screenreader user
  • Ron – an older user with multiple conditions
  • Chris – a user with rheumatoid arthritis
  • Pawel – an autistic user
  • Simone – a dyslexic user
  • Saleem – a profoundly deaf user

It’s no substitute for testing with real users, but it’s a big step in the right direction if it’s not already a part of your design and engineering process.

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What a cake

EL and KT came over for dinner last weekend and brought cake. WHAT A CAKE.

It was a chocolate coffee crunch cake. I asked EL, basically it’s this chocolate cake with coffee whipped cream and honeycomb as per this Serious Eats recipe.

It was insanely good. Super decadent, but also somehow very light. Just the perfect texture.

The cake itself kind of reminded me of a cake from a long time ago, so I dug out my grandma’s recipe book again. Turns out my great-aunt’s Texas Sheet Cake recipe (jump to recipe, though I recommend reading the critical notes first) is pretty similar in a lot of ways. Most of the measurements are the same, and both are pretty much one-bowl recipes that call for boiling water.

I haven’t made it recently, but it seems to me that it might be a bit denser / richer than the cake recipe linked above since it has more fat and less milk (1 c butter and ½ c buttermilk in the sheet cake versus ½ c oil and 1 c buttermilk/milk in the layer cake). A denser texture would make sense I suppose for a single-layer cake.

I think the recipe above makes more sense for a layer cake, but I’ll write my great-aunt’s recipe out below since the many-times-Xeroxed version in my grandma’s cookbook is almost unreadable and since it might be worth trying this out with the coffee whipped cream + honeycomb topping.

A few critical notes about the sheet cake recipe:

  • The most notable differences between the sheet cake below and the layer cake linked above is the quantity of cocoa (3 T = ⅛ c in the sheet cake versus ¾ c in the layer cake) and the presence of espresso powder (none in the sheet cake versus 1 t in the layer cake). I suspect it would benefit from a stronger chocolate kick… So maybe it would be worth adding more cocoa powder.
  • I’ve added the metric measurements below by using the Traditional Oven converters online. They’ve never failed me yet, but I should say that I haven’t tried these exact metric measurements so can’t vouch for them. If you want Marie’s original version, go with cups.
  • I’ve written the “preparation” section more or less exactly as my great-aunt wrote it. I do actually think it could be simplified though, probably more along the lines of the recipe that EL shared and linked above where you essentially mix all of the dry ingredients + sugar, then beat in the wet ingredients, then carefully beat in boiling water. But I haven’t tried it myself!
  • This recipe calls for buttermilk, whereas the layer cake recipe linked above calls for whatever milk you have on hand. I have a feeling that you really do need to use buttermilk or faux buttermilk (milk + lemon juice or vinegar) for this recipe to work since it only calls for 1 t of baking soda. If you don’t have buttermilk or can’t make faux buttermilk, I’d probably add some baking powder.
  • This recipe doesn’t call for salt, I think because she assumed you were using salted butter. If using unsalted butter, add ½ t salt as well.

Texas Sheet Cake

Marie Longman

Ingredients

  • 2 c (400 g) sugar
  • 2 c (250 g) flour
  • 2 sticks (1 c, 226 g) butter
  • 3 T (⅛ c, 15 g) cocoa powder
  • 1 c (235 ml) water
  • ½ c (118 ml) buttermilk*
  • 2 large eggs
  • 1 t baking soda
  • 1 t cinnamon
  • 1 t vanilla

Preparation

  1. Oil and flour a 15″×10″×1″ jelly roll pan, and preheat the oven to 350F (175C).
  2. In a large mixing bowl, briefly stir together 2 c sugar and 2 c flour.
  3. In a small pot, bring 2 sticks (1 c) butter, 3 T cocoa powder, and 1 c water to a boil, then pour it over the flour and sugar mixture.
  4. Add ½ c buttermilk, 2 eggs, 1 t baking soda, 1 t cinnamon, and 1 t vanilla to the bowl with the other ingredients, then beat everything together just until smooth.
  5. Spread the batter in to your prepared jelly roll pan, then bake for 17-20 minutes at 350F (175C) until a toothpick inserted in to the center comes out clean.
  6. Let cool completely, and then top with the frosting of your choice.

* To make ½ c buttermilk, pour ½ T of lemon juice, distilled white vinegar, or cider vinegar in to a ½ c measurement and then top it up the rest of the way with the milk of your choice. Actual dairy products will curdle when they hit the acid, which is what you want.

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To read: 2015 essay from the lead of Twitter’s Engineering Effectiveness group

To read: “Let a 1,000 flowers bloom. Then rip 999 of them out by the roots.” by Peter Seibel

Peter Seibel was the lead of Twitter’s Engineering Effectiveness group. This 2015 essay is an extended version of a talk that he gave on the same subject. The TL;DR as he describes it: “as an industry we mostly don’t know how to do it and consequently massively under-invest in making our engineering orgs actually effective.” It’s a really interesting play-by-play of how the complexity and scale of Twitter as an app changed and grew over time.

Side note: With what’s going on at Twitter now, I’d bet my booty that the Engineering Effectiveness group is no longer of this world. Though perhaps that happened before Elon, who knows.

Shared by RS during one of our SuperHi Engineering chats.