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Where does next-token prediction leave us?

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121–130 of 221 posts

Re: Where does next-token prediction leave us?

#121

LLMs reveal an important truth that we were already deeply aware of. With this cognitive offloading, the interests that drive us lose their meaning. If friction disappears, there is no longer any desire, pleasure, longing, obstacle, or demand. It is indolence, and it goes by the name of apathy. All these promises without even reaching an ideal! Could it simply be that this ideal is becoming impoverished? The prevaili…

That’s exactly part of the feelings I have. I always loved to learn, dig subjects, debug, create. Now I feel something has been taken away and has no value. I feel indolence and apathy. In my company the CEO explicitly says that code quality does not matter. He doesn’t care as long as we ship fast and iterate. I am genuinely sad and feel I’m losing something and if I do everything like I used to do, I am pressured th…

I feel the same as you. But at the same time: do you not think your CEO will be proven wrong? Maybe I'm delusional, maybe I'm just rationalizing, but surely code quality, and code understanding, does matter?

And if your CEO is right, then surely their business is doomed? If they don't understand, or can't maintain their own product, what's to stop their customers from just "making it" themselves?

How is anyone happy with this trajectory?!

Re: Where does next-token prediction leave us?

#122
post #69

Earlier quoted context omitted.

I don't think its entirely class. I've met many people who have convinced themselves they have some special sauce--even in software! And even those who are insulated like doctors and plumbers don't realize they're still at risk from second order effects. What happens when half of their customers are broke? That possibility is not an exaggeration. Even if everyone re-skills over night, people will default on their mor…

Perhaps the feeling is that in a competitive society (which most of us live in) as long as things aren't collapsing I don't see why a plumber/doctor should care if a bunch of lawyers and software devs will be out of a job. They will become relatively wealthier even if their income is taking a hit. Their purchasing power should rise if most of white collar work is collapsing.

They would become wealthier in a real sense, since the services that used to be provided by the scarce labor of lawyers and software devs would now be far cheaper. In fact due to Jevons' paradox, even lawyers and software devs would enjoy far higher living standards due to AI. The boost in efficiency just creates a spike in demand for the remaining human component of the job, no matter how tiny.

Re: Where does next-token prediction leave us?

#123
post #69

Earlier quoted context omitted.

I don't think its entirely class. I've met many people who have convinced themselves they have some special sauce--even in software! And even those who are insulated like doctors and plumbers don't realize they're still at risk from second order effects. What happens when half of their customers are broke? That possibility is not an exaggeration. Even if everyone re-skills over night, people will default on their mor…

Perhaps the feeling is that in a competitive society (which most of us live in) as long as things aren't collapsing I don't see why a plumber/doctor should care if a bunch of lawyers and software devs will be out of a job. They will become relatively wealthier even if their income is taking a hit. Their purchasing power should rise if most of white collar work is collapsing.

That kind of thinking might work if 1, or 5, or 10% lose their income. If 50% do, there's revolution. And that's not great for anyone, including plumbers and doctors.

Re: Where does next-token prediction leave us?

#124
post #83

Earlier quoted context omitted.

Even if you are a plumber and we don’t automate plumbing, you’ll have half the population displaced and switching to plumbing. Everything that isn’t automated will be over saturated.

Or average joe becomes DIY plumber with help of chatGPT and there is a lot less demand for plumbers then.

I don't think the reason that most people don't DIY plumbing is a lack of accessible information. Any physical craft like that requires practice, so I think there's a real moat there.

Re: Where does next-token prediction leave us?

#125
post #87
post #69

Earlier quoted context omitted.

I don't think its entirely class. I've met many people who have convinced themselves they have some special sauce--even in software! And even those who are insulated like doctors and plumbers don't realize they're still at risk from second order effects. What happens when half of their customers are broke? That possibility is not an exaggeration. Even if everyone re-skills over night, people will default on their mor…

Agree on the knock-on effects. My prediction is deflation. Money will be worth more and more. As a consequence governments will have to step in to ensure inflation(with e.g. universal income), otherwise the economy stops. But honestly I'm not sure this will be enough for people to spend on e.g. restaurants or activities or oh I don't know, children. I think this will imply a freezing or even stepping back on the Masl…

> What I'm mostly concerned about is not even economic, it's psychological. With nothing to do, people will not have purpose, and bored people are a gunpowder keg.

I'm not so sure about this one. The powerful in a society like the one you describe would surely know about that potential powderkeg and supply ample cheap entertainment to dull the edge. Then we'll have a society of mostly dull, idle, useless people with no purpose.

That's even more dystopian than your scenario, if you ask me.

Re: Where does next-token prediction leave us?

#126
post #69

Earlier quoted context omitted.

I don't think its entirely class. I've met many people who have convinced themselves they have some special sauce--even in software! And even those who are insulated like doctors and plumbers don't realize they're still at risk from second order effects. What happens when half of their customers are broke? That possibility is not an exaggeration. Even if everyone re-skills over night, people will default on their mor…

Perhaps the feeling is that in a competitive society (which most of us live in) as long as things aren't collapsing I don't see why a plumber/doctor should care if a bunch of lawyers and software devs will be out of a job. They will become relatively wealthier even if their income is taking a hit. Their purchasing power should rise if most of white collar work is collapsing.

Yes, widespread automation of knowledge work is unlikely to decrease total production, so all the goods and services people currently demand will still be provided, but the power dynamic of who is consuming and who is providing might flip around. So a bunch of formerly upwardly-mobile people could end up at the bottom of the social hierarchy while others whom they used to look down upon will be able to afford servants for the first time in their lives.

Re: Where does next-token prediction leave us?

#127

The title is a little misleading as it sounds like it might hint at the end state of next token prediction - i.e. will we reach AGI with it and so on. Instead, this is entirely about "means of production" and "class war" stuff. While that may be coming, it isn't clear that this is the most likely outcome, its just the most pessimistic one. The author might as well have included that it will "be the end of the human r…

Would you like to elaborate on why you think the outcome described isn't among the more likely?

Re: Where does next-token prediction leave us?

#129

Earlier quoted context omitted.

How does he afford a plumber then ...?

That's the point. Plumbers will be broke, too, because people who are supposed to hire them will not have jobs.

When we continue this line of thought far enough, we get to ask who's going to pay for the hardware and the electricity to run the AI that's taking all the jobs.

Re: Where does next-token prediction leave us?

#130
post #123

Earlier quoted context omitted.

Perhaps the feeling is that in a competitive society (which most of us live in) as long as things aren't collapsing I don't see why a plumber/doctor should care if a bunch of lawyers and software devs will be out of a job. They will become relatively wealthier even if their income is taking a hit. Their purchasing power should rise if most of white collar work is collapsing.

That kind of thinking might work if 1, or 5, or 10% lose their income. If 50% do, there's revolution. And that's not great for anyone, including plumbers and doctors.

We will never see 50% of people lose their income, they'll just gradually transition into newer AI-powered roles. Their income will grow rather than shrink. The people who are at risk of losing their income will be those who reject working with AI entirely, but that's because they will be gradually made uncompetitive.
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