#ucsd

personally, i’m really disappointed - i’ve disliked how much they’ve been using it so far, but the app is otherwise a great tool, and all of the other apps seem to use it, too, so it’s not easy to just jump ship to an app that isn’t using AI. i’ve seen a lot of responses that are like “hurr hurr just use a textbook idiot” which i find really unhelpful; learning from an app is easier and a lot more convenient in a lot of ways than having to use analog materials, especially if you study a high number of languages. still, i don’t ethically feel that i can keep giving them money if this is the direction they’re going.

what are your thoughts?

This is going to be a longer answer than you might have expected.

In 2001, fellow undergrad. Reiko Kataoka (now a professor at San Jose State) resurrected a club that had been dead for a few years at UC Berkeley linguistics: The Society of Linguistics Undergraduates (SLUG). One of its former undergraduate members, Alan Yu (now a professor at the University of Chicago), happened to be a graduate student at Berkeley at the time, so he helped her get it off the ground. The club was exactly what I was looking for at that time: a group for ling. undergrads. to get together and talk about language and linguistics, my new favorite thing. It was great! I even put together a couple phonology problems using my conlangs to distribute at a meeting. The following year I became the second president of the new SLUG and helped to create the SLUG Undergraduate Linguistics Symposium, where I gave my first talk on language creation. Being a part of this club was a major factor in shaping my undergraduate experience at Berkeley.

When I graduated I went to UC San Diego to pursue a graduate degree in linguistics. Part of the reason I chose UCSD was because it was an incredibly inviting atmosphere. Before we accepted they paid for prospective undergraduates down to San Diego and housed them with current grad. students who told them about the program and took them out for dinner, etc. It allowed prospective students to ask questions they wouldn't ask of professors (e.g. who's got beef with who). It was really cool, and so in our second year, we continued the tradition of housing prospective grad. students. Since we both went to Berkeley, my ex-wife (also a Berkeley ling. grad.) and I hosted Klinton Bicknell.

Klinton, it turns out, was the current president of SLUG. I didn't know him while I was at Cal, but we did overlap. It turns out he had renamed the club SLUGS, which I thought was weird. He said "It happened organically" and laughed in an off-putting way. He very much gave off the impression of someone who will smile at you and say whatever is necessary for you to go away. Klinton ended up going to UCSD the following year and I ended up leaving the following year.

Fast forward to 2016. HBO had put the kibosh on Living Language Valyrian, and so I turned to Duolingo. They had previously reached out about putting together a Dothraki course, but I declined, due to having a book out, Living Language Dothraki. With no hope for Valyrian, I asked if they'd be interested in me putting together a course on High Valyrian, which I did. I had some help at the beginning, but, truth be told, most of that course was built by me alone. I became very familiar with the Incubator, where Duolingo contributors built most of their courses. It was a bit clunky, but with enough elbow grease, you could put together something that was pretty darn good. It wasn't as shiny as their in house courses, because they couldn't do things like custom images, speaking challenges, etc., but it was still pretty good.

At the time I joined, everyone who was working in the Incubator was doing it for free. We were doing it because we wanted to put together a high quality course on our language of choice on Duolingo. When Duolingo went public, they realized this situation was untenable, so they began paying contributors. There were contracts, hourly wages, caps on billable hours, etc. It essentially became an as-you-will part time job, which wasn't too bad.

The Incubator faced a couple potentially insurmountable problems. When the courses were created by volunteers, Duolingo could say "This was made by volunteers; use at your own risk", essentially. Once they were paid, though, all courses became Duolingo products, which means they bear more responsibility for their quality. With so many courses (I mean, sooooooooo many courses) it's hard to ensure quality. Furthermore, "quality" doesn't just mean "are the exercises correct" and "are the sentences interesting". Quality means not being asked to translate sentences like "Women can't cook" or "The boy stabbed the puppy". With literally hundreds of courses each with thousands of sentences written by contractors, there was no way for Duolingo to ensure not just that they were staying on brand with these sentences, but that they weren't writing ugly things. There were reporting systems, there were admins that could resolve things behind the scenes, but with so much content, it became a situation where they would have had to hire a ton more people or scale back.

We saw what Duolingo did before with one aspect of their platform that had a similar issue. If you remember way back, Duolingo used to have a "forum", that was a real forum, but for most users, what it meant was on every single sentence in Duolingo users could make comments. These comments would explain grammar points, explain references, make jokes, etc. It was honestly really helpful. But, of course, with any system like that comes trolls, and so volunteers who had come to create language learning resources also found themselves being content reviewers, having to decide which comments to allow, which to delete, who to ban, etc. As Duolingo became more popular, the troll problem grew, and so eventually Duolingo's response was to kill the forum. This mean you were no longer able to see legitimate, helpful comments on sentences. They threw the baby out with the bathwater.

This is why it was no surprise to me when they shuttered the Incubator. The technology was out of date (from their standpoint, you understand. Their in house courses were way more sophisticated, but they couldn't update the Incubator without potentially breaking hundreds of courses they hadn't created themselves), quality assurance was nearly impossible, and they were also paying people to create and maintain these out-of-date courses they had no direct control over. Of course they closed it down. It would've taken a massive investment of time and resources (and capital) to take the Incubator as it was and turn it into something robust and future proof (think old Wordpress vs. Wordpress now), and Duolingo wanted to do other things, instead—like math and music. And so the Incubator died.

But that wasn't the only reason. This was something we heard internally and then heard later on publicly. There was rumbling that Duolingo was using AI to help flesh out their in house courses, which was troubling. This was before the big Gen AI boom, but after a particularly pernicious conlang-creation website I won't name had come to exist, so it caught my attention. I decided to do a little digging and see what this was all about, and I ended up with a familiar name.

Klinton Bicknell.

Indeed, the very same Klinton Bicknell was the head of all AI ventures at Duolingo. Whether enthusiastically or reluctantly or somewhere in between, he was absolutely a part of the decision to close the Incubator and remove all the contractors who had created all the courses that gave Duolingo its reputation. (Because, seriously, why did most of us go to Duolingo? Not for English, Spanish, French, and German.)

I know you sent this ask because of the recent news about Duolingo, but, to be honest, when I saw one of these articles float across my dash I had to check the date, because to me, the news was old. Duolingo isn't just now replacing contractors with AI: They already did. That was the Incubator; those were contractors. That is why there won't be more new language courses on Duolingo, and why the current courses are frozen. This isn't news. This is the continuation of a policy that had already firmly in place, and a direction that rests solidly on the shoulders of Klinton Bicknell.

But you don't have to take my word for it. He's talked about this plenty himself:

Podcast (Generative Now)

Article in Fast Company

Article in CNET

Google can help you find others.

At this point there's a sharp and baffling division in society with respect to generative AI. On the one hand, you have those of us who disapprove of generative AI on a truly fundamental level. Not only is the product something we don't want, the cost—both environmental and ethical—is utterly insupportable. Imagine someone asking you, "Hey, would you like a sandwich made out of shoelaces and shit?" And you say, "God, no, why would anyone ever want that?!" And their response is, "But wait! To make this sandwich out of shoelaces and shit we had to strangle 1,000 kittens and drain the power grid. Now do you want it?"

On the other side, there are people who are still—I mean today—saying things like, "Wow! Have you heard of this AI thing?! It's incredible! I want AI in everything! Can AI make my table better? Can I add AI to my arthritis? We should make everything AI as quickly as possible!"

And conversations between the two sides go roughly like this:

A: Good lord, now they're using AI art on phone ads? Something has to stop this… B: Yeah, it's so cool! Look, I can make a new emoji on my phone with AI! A: Uhhh…what? I was saying it's bad. B: Totally! I wonder if there's an AI shower yet? Like, it could control the temperature so you always have the perfect shower! A: Do you know how much power it takes to run these genAI apps? At a time when we're already struggling with income inequality, housing, inflation, and climate change? B: I know! We should get AI to fix that! A: But AI is the problem! B: Hey ChatGPT: Teach me how to surf!

It's frustrating, because the B group is very much the 💁 group. It's like, "Someone was using ChatGPT and it told them to kill themselves!" and they respond, "Ha, ha! Wow. That shouldn't have happened. What a learning opportunity! ☺️ Hey ChatGPT: How do you make gazpacho?" There's a complete disconnect.

In terms of what you do with your money, it's a difficult thing. For example, I've used Apple computers consistently since 1988. I'm fully immersed in the Apple ecosystem and I love what they do. They, like every other major company, are employing AI. If you go over to r/apple any time one of these articles comes out, it's all comments from people criticizing Apple for not putting together a better AI product and putting it out faster; none saying that they shouldn't be doing it. They're all ravenous for genAI for reasons that defy my understanding. And so what do I do? I've turned off the AI features on all my Apple devices, but beyond that, I'm locked in. From one direction, I look like a hypocrite for using devices created by a company that's investing in AI. From the other direction, though, I am using their devices to say what they're doing is fucking despicable, and they should stop—and I'll keep doing so so long as there's breath in my body.

Duolingo isn't necessary the way that, say, a computer or phone is nowadays. Duolingo is still usable for free, though, of course, they make it a frustrating experience to use its free service. (This is certainly nothing exclusive to Duolingo. That's the way of everything nowadays: streaming services, games, social media... Not "Well give you cool things if you pay!" but "We'll make your life miserable if you don't!") If you do use their Incubator courses, though, I can assure you that those are AI-free. lol They're too outdated to have anything like that. Some of those courses are bigger than others; some are better than others. But all of them were put together by human volunteers, so there's that, at least. At this point, I don't think Duolingo needs your money—nor will they miss it. They're on a kind of macro plane at the moment where the next ten years will either see the company get even bigger or completely disintegrate; there's no in between. They're likely going to take a big swing into education (perhaps something like Duolingo University [Duoversity?]) and it's either going to make a ton of money or bankrupt them. I guess we'll have to wait and see.

A beautiful blue butterfly wing offers a new way to study cancer

Shining polarized light through it and onto tissue can reveal how advanced the disease is

The morpho butterfly is a flying marvel. It flits through the rainforests of Central and South America. With wings that can span 20 centimeters (8 inches), it can be bigger than most human hands. Those wings shimmer with a dazzling blue hue. New data show these butterfly wings could one day become the basis of a new medical tool — one that might help doctors investigate the development and severity of some cancers. Although this butterfly’s wings are blue, that hue is not due to any pigment. Instead, it comes from how light reflects and refracts off tiny microstructures atop those wings. The shimmering color of the wing depends on how light hits it. (Many materials, from rocks to plastic wrap, have this property, called structural color.)

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like. imagine if the governor of california was actually factually a socialist. wouldnt that be something?

you could help make that dream real :3

his platform btw

Geisel Library at the University of California, San Diego, 1971. Designed by William Pereira.

I went to Triton Gaming Expo today! I had a great time!

I met Giselle Fernandez (Princess Daisy's current voice actor)! I got art they made of Daisy, too!

Nonbinary to nonbinary communication... 🫵👁️👁️

Merch I picked up! Artist credits included in the photos/alt text. I will also include links / tag the relevant artists if they have an active Tumblr.

For the Laynlei photo, I bought the deskmat in the last pic, it was just hard to stage it. The last photo is a sticker I got for buying art from both Laynlei and Celadox.

Artists featured:

Oyinniex

@soumic

killustrator_art

The Intermission Orchestra at UCSD

Solideryx

Laynlei

Celadox

I also got a bunch of on-site commissions! As before, artist credits included in the photos/alt text. I will also include links / tag the relevant artists if they have an active Tumblr.

Artists featured:

Hanahaki02

@bunchabears

Purinnzu

The UCSD Dragon Boaters Team

Celshii

@mochacoral

@soumic

@bibbiosis

The Intermission Orchestra at UCSD

I had an amazing time! Now on to my university graduation in a couple weeks... I'm gonna miss UCSD.