Spyke

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Why wordfreq will not be updated - AI spam

Man I feel this, particularly the sudden shutting down of data access because all the platforms want OpenAI money. I spent three years building a tool that pulled follower relation data from Twitter and exponentially crawled it's way outwards from a few seed accounts to millions of users. Using that data it was able to make a compressed summary network, identify community structures, give names to the communities based on words in user profiles, and then use sampled tweet data to tell us the extent to which different communities interacted.

I spent 8 months in ethics committees to get approval to do it, I got a prototype working, but rather than just publish I wanted to make it accessible to the academic community so I spent even more time building an interface, making it user friendly, improving performance, making it more stable etc.

I wanted to ensure that when we published our results I could also say "here is this method we've developed, and here you can test it and use it too for free, even if you don't know how to code". Some people at my institution wanted me to explore commercialising but I always intended to go open source. I'm not a professional developer by any means so the project was always going to be a janky academic thing, but it worked for our purposes and was a new way of working with social media data to ask questions that couldn't be answered before.

Then the API got put behind a $48K a month paywall and the project was dead. Then everywhere else started shutting their doors too. I don't do social media research anymore.

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UK's first 'teacherless' AI classroom set to open in London

The learning facilitators they mention are the key to understanding all of this. They need them to actually maintain discipline and ensure the kids engage with the AI, so they need humans in the room still. But now roles that were once teachers have been redefined as "Learning facilitators". Apparently former teachers have rejoined the school in these new roles.

Like a lot of automation, the main selling point is deskilling roles, reducing pay, making people more easily replaceable (don't need a teaching qualification to be a "learning facilitator to the AI) and producing a worse service which is just good enough if it is wrapped in difficult to verify claims and assumptions about what education actually is. Of course it also means that you get a new middleman parasite siphoning off funds that used to flow to staff.

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Elon Musk releases Grok-2 AI image generator for edgelords

I feel like generative AI is an indicator of a broader pattern of innovation in stagnation (shower thoughts here, I'm not bringing sources to this game).

I was just a little while ago wondering if there is an argument to be made that the innovations of the post-war period were far more radically and beneficially transformative to most people. Stuff like accessible dishwashers, home tools, better home refrigeration etc. I feel like now tech is just here to make things worse. I can't think of any upcoming or recent home tech product that I'm remotely excited about.

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Don’t market the Godfather’s new movie with fake AI-generated reviews, it won’t go well for you

My most charitable interpretation of this is that he, like a lot of people, doesn't understand AI in the slightest. He treated it like Google, asked for some of the most negative quotes from movie critics for past Coppola films and the AI hallucinated some for him.

If true it's a great example of why AI is actually worse for information retrieval than a basic vector based search engine.

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The Bitcoin bros who want to crowdfund a new country

Good to see some reporting that continues to gloss over Srinivasan's obsession with culture war "woke ess" and writing that veers a little too close to the idea of purging undesirables. Also missing out on my favourite: the open musing that the next best steps might be to corrupt the police force through financial incentives so they can have them as their own private security force to take over San Francisco.

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The Nation: Silicon Valley is fully MAGA-Pilled

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Absolutely. In fact in one major survey of the values of the counterculture conducted back in the 1960s Ayn Rand was listed as one of people's major influences. There were different strands to the counterculture, one communitarian but the other about self actualisation and the individual. Both positioned themselves in opposition to the state, but differed significantly in what kind of future they wanted.

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a16z picks the next tech hype after Web3 and AI! It’s … anime?

Money represents the aggregate value of the intersection between human labour, ingenuity and scarce finite resources. Human lives are routinely rendered down, ground up and consumed by the drive to generate this representative value. Entire ways of living, forms of self perception and our understanding of what makes a human worthy of existing is inextricably wrapped up in this value generating process.

As a society we have declared that these people are best placed to decide what to do with that value. They chose anime.

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The Nation: Silicon Valley is fully MAGA-Pilled

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I think it's definitely worth distinguishing between different classes of workers in Silicon Valley. It's hard to talk about tech ideology in a fully encompassing way because there are for sure dissenting voices. I think to some degree you can say it is the intersection of tech and wealth ideologies but there's definitely people that aren't wealthy that also espouse similar thinking so... tricky!

I adopt the handy framing of Silicon valley as a mindset rather than a place to help with this. There's a great photography book called Seeing Silicon Valley by Mary Beth Meehan that is all photos and stories of the precarious workers that don't necessarily work in tech. I keep it out in my office to remind me that silicon Valley is not just the rich assholes.

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Off-Topic: Music Recommendation Thread

My hyper fixation for the last 4 years has been the band Lawrence. Eight-piece Soul Funk group with a brass section and two lead vocalists.

The musicianship is incredible. Saw them live last month and you could tell there was no click track as the band members improvised off each other and the crowd. They were having a genuinely good time on stage messing around and the energy was infectious. Genuinely the most fun I've had in years.

Also co-vocalist Gracie's voice! I've heard their albums so many times and there's still moments I find myself muttering blasphemy as she fucking belts it out.

As I get older my music tastes have definitely broadened from my relatively narrow range of Seattle Grunge and metal. Still with this band, my partner doesn't quite know what's happened to me.

Anyway, I recommend this live recording of Hip Replacement from last month.

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Elon Musk releases Grok-2 AI image generator for edgelords

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There's definitely something to this narrowing of opportunities idea. To frame it in a real bare bones way, it's people that frame the world in simplistic terms and then assume that their framing is the complete picture (because they're super clever of course). Then if they try to address the problem with a "solution", they simply address their abstraction of it and if successful in the market, actually make the abstraction the dominant form of it. However all the things they disregarded are either lost, or still there and undermining their solution.

It's like taking a 3D problem, only seeing in 2D, implementing a 2D solution and then being surprised that it doesn't seem to do what it should, or being confused by all these unexpected effects that are coming from the 3rd dimension.

Your comment about giving more grace also reminds me of work out there from legal scholars who argued that algorithmically implemented law doesn't work because the law itself is designed to have a degree of interpretation and slack to it that rarely translates well to an "if x then y" model.

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Devs and the Culture of Tech - Final part

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Forgot to say: yes AI generated slop is one key example, but often I'm also thinking of other tasks that are often presumed to be basic because humans can be trained to perform them with barely any conscious effort. Things like self-driving vehicles, production line work, call center work etc. Like the fact that full self drive requires supervision, often what happens with tech automation is that they create things that de-skill the role or perhaps speed it up, but still require humans in the middle to do things that are simple for us, but difficult to replicate computationally. Humans become the glue, slotted into all the points of friction and technical inadequacy, to keep the whole process running smoothly.

Unfortunately this usually leads to downward pressure on the wages of the humans and the expectation that they match the theoretical speed of the automation rather than recognise that the human is the the actual pace setter because without them the pace would be 0.