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Right, people misuse this term "democratized" all the time. Because it sounds nice. But it's incorrect.

Democracy is about governance, not access.

A "democratized" LLM would be one in which its users collectively made decisions about how it was managed. Or if the companies that owned LLMs were ran democratically.

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>Democracy is about governance, not access.

It can be about both meanings. The additional meanings of democratize to describe "more accessible" are documented in Oxford and Merriam-Webster dictionaries:

https://www.encyclopedia.com/humanities/dictionaries-thesaur...

https://www.merriam-webster.com/dictionary/democratic#:~:tex...

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With the consequence that disambiguation may be needed.
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I've been wondering recently if there's some practical path forward for some sort of co-op based LLM training. Something which puts the power in the hands of the users somehow.
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The claim isn't that the LLMs are democratized. The claim is that LLMs are causing software development to be democratized. As in, people who want software are more able to make it themselves rather than having to go ask the elites for some. As in, the elites in IT now have less power to govern what software other people can have.

(Or alternatively, it's getting harder to stamp out "shadow IT" and all the risks and headaches it causes.)

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It is democratising from the perspective of non-programmers- they can now make their own tools.

What you say about big tech is true at same time though. I worry about what happens when China takes the lead and no longer feels the need to do open models. First hints already showing - advance access to ds4 only for Chinese hardware makers

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Programming is probably the most democratized profession ever.

The problem was never access barriers, but the fact that people are too lazy to study even a 200-300 pages on something as simple as ruby on rails.

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They can rent their own tools, more like.
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No, they can make their own tools. They rent someone else's tools in the process of making their own tools.
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Not entirely true. For instance if I use LLMs to build an ios app I still need to pay apple $100 to use my own app for an undetermined amount of time.

If I build a web app i still need to pay for a domain, for a server for egress.

We are just renting. Wouldn’t be surprised if in the future this gets even more depressing

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One day people will not even be able to own computers anymore. They will be owned, controlled and rented out by corporate elites for limited purposes only. The personal computer will probably either cease to exist due to economic factors. It will probably be made illegal for citizens to own free computers. We'll probably need licenses to operate one.

The mere concept of people "making their own tools" is just comical in this bleak timeline.

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They can continue renting to maintain the tools they make.
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Terrible argument. They always could learn and DIY.
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You have to have a knack for it, most people are not programmer types
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I don't think it's about being a "type" so much as choosing what to specialize in.

I could learn plumbing skills and do the plumbing around my house. I've chosen not to.

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... if they are privileged enough to be able to take time away from family and jobs.

The current crop of LLMs are subsidised enough to make this learning less expensive for those with little of both time and money. That's what's meant by democratised.

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The people taking the lead in most of Ai in America are bootlickers of fascism. So not much difference than China on a long enough time line.
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The US losing the plot doesn’t change the fact that the tech is fundamentally democraticism on a personal level.

If all the frontier models disappear into autocratic dark holes then yeah we have a problem but the fundamental freedom gain an “individuals can make tools without knowing coding” isn’t going anywhere

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It's "democratizing" in the same way Uber "democratized" taxis...
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Taxi became more accessible and reliable, didn't it
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have you priced an Uber lately?
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That's a great point but you didn't make your linux machine yourself. A large tech corp made it, and each of its parts. Some of us could probably make their own computers but I don't think I'd be able to make one smaller than the house I live in. There's something to be said about large-scale automation and that's not that it "democratizes" anything. Like you say: quite the opposite.
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You are assuming democracy wasn't designed to crush the individual and reduce autonomy at all cost. How cute.
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