Sonia Connolly

The paper proves that under a diminishing supply of fresh, authentic data, this system converges to a fixed point – a degenerate distribution with low diversity and high bias. The technical term is model collapse, and it’s been observed empirically too. But now there’s a formal proof that it’s inevitable, not just a bad luck outcome.

Care more about people, relationships, and justice than you do about profits, code, or productivity.

Above all, be motivated by love instead of fear.

Yorgey links to a thoughtful list of reasons for adopting Generative AI vegetarianism by Sean Boots which covers my position pretty well. (I am not a food vegetarian.)

Clinician Guide: Constellation of Chronic Medical Conditions Commonly Seen in Autistic & ADHD Adults by All Brains Belong VT, neuroinclusive healthcare & community.

In 2003, the mighty Florida orange industry produced 242 million boxes of fruit, with 90 pounds of oranges per box, most of which went on to become orange juice. Now, not even 25 years later, the United States Department of Agriculture was forecasting a pitiful 12 million boxes of oranges, the least in more than 100 years, the worst year since last. A decline of more than 95 percent.

cosmolinguist

Jacobin’s Eric Blanc spoke with Aru Shiney-Ajay, Sunrise Movement’s executive director and a lifelong Minneapolis resident, about Minneapolis’s organizing pushback and how ICE’s opponents can go on the offensive nationwide by pressuring companies like Hilton, Enterprise, and Home Depot to stop collaborating with the agency.[...]

Aru Shiney-Ajay: I don’t think the main barrier in the US is fear. It’s skepticism. Most people don’t believe in our ability to change things. So one of the most important things for organizers right now is to pick campaigns that are ambitious, tangible, and winnable — wins that aren’t so small they feel meaningless but are still actually achievable. Because one of the biggest things we need to prove to ordinary people right now is that we really do have power over how the government operates, and over what happens in our society.

In this essay, I will argue that, your favourite “tells” that a document was produced by AI, at best, is wrong, and depending on your position, in life, at worst, is dangerous and harmful.[...]
So who trained [AI]? A lot of the early training, data annotations and other manual processes, happened with cheap labour in African countries. There are multiple sources that have revealed the hidden economy of workers that big-tech outsources these kinds of tasks to African countries with unstable political situations, weaker workers rights, and cheap labour.

I appreciate a lot of work Cory Doctorow has done in the last decades. But the arguments he presents here to defend his usage of LLMs for this rather trivial task (which TBH could probably be done reasonably well with traditional means) are part of why the Internet – and therefore the world – looks like it does right now. It’s a set of arguments that wants to delegitimize political and moral actions based on libertarian and utilitarian thinking.

But the mundane reality is much simpler: LLMs fail to effectively solve the problems we have, while creating a vast new class of problems to be solved. They are, ultimately, completely mis-aligned with our needs, and incompatible with the society we live in.

everyone's talking about their teams like they were at the peak of efficiency and bottlenecked by ability to produce code
here's what things actually look like:
- your org rarely has good ideas. ideas being expensive to implement was actually helping
- majority of workers have no reason to be super motivated, they want to do their 9-5 and get back to their life
- they're not using AI to be 10x more effective they're using it to churn out their tasks with less energy spend
- the 2 people on your team that actually tried are now flattened by the slop code everyone is producing, they will quit soon
- even when you produce work faster you're still bottlenecked by bureaucracy and the dozen other realities of shipping something real
- your CFO is like what do you mean each engineer now costs $2000 extra per month in LLM bills"

1. How often does the team routinely ship new versions of the software they build?
2. How often do things break when the team ships a new version?

The social group I still identify with shares my values. We value learning. We value the merits of language design, type systems, software maintenance, levels of abstraction, and yeah, if I’m honest, minute syntactical differences, the color of the bike shed, and the best way to get that perfectly smooth shave on a yak. I’m not sure what we’re called now, "heirloom programmers"?

• I use slippery floss because my teeth are closely spaced, so I need to wrap around the posts 5 times rather than 3. It is also easier if there's a tail on each side, so I use about 9 inches of floss (the length of the FlossGrip plus a couple inches) each time. This is about half of what I used with just my fingers.
  
• It's easier to wrap the floss with dry hands, before I brush my teeth.
  
• The FlossGrip is embossed on one side with "FlossGrip", which makes it easier to keep track of which post I wrapped first, for unwrapping.
  
• The little slots that lock in the floss are compressed by wrapping the floss around the posts, which means there is a just-right tension that lets the floss slide in, and then holds it securely.
  
• It helps to angle the FlossGrip to match the actual angle of each gap between my teeth, not what I imagine the angle to be.
  
• It also helps to minimize the pressure I use to get down into each gap, so I don't irritate my gums.
  

nitewrighter

Me: I don't get it. I thought I was doing a lot better than I was a few years ago. I'm like 10 times more on top of things than I used to be. How does everything feel terrible now?

The Tiny Me in OSHA-approved Hi-Vis Gear Who lives in my brain and pulls all the levers: Boss, it's the fascism. You're completely gunked up with cortisol due to the fact that your entire daily life is now underscored with a haunting awareness of the rapid erosion of your rights, dignity, and any and all social safety nets, and you're also bearing witness to the most vulnerable people immediately being persecuted. This creates a natural stress response that basically means you're going to continue having memory and organizational problems, as well as emotional imbalances.

Me: BUT I HAVE A BULLET JOURNAL AND I MEDITATE NOW.

Tiny OSHA Me: BOSS, THE FASCISM.