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Re:The Pile is a 825 GiB diverse, open source language model... by ben_w on Thursday March 07, 2024 @02:50PM (#39633793)
Naturally, but I wonder what writers are going to do when the AI trained purely on suitably licensed content is still good enough to make most redundant.

(The authors in best seller's lists may well be immune for a bit longer than others writers, as they're necessarily the top 0.1% of writers, but not forever: nay-sayers claimed that AI could never beat humans at chess or go because the games required special human insight).

Re:The Pile is a 825 GiB diverse, open source language model... by jfvinueza on Thursday March 07, 2024 @03:24PM (#39634170)
Dunno. Writing fiction myself; asked AI to read it aloud. Narrative paragraphs worked fine: a clear, if a bit deadpan, slightly tone-deaf delivery. But dialogue was horrendous: it didn't understand emotional reactions and connotations at all. More so than cringey and robotic, it felt soulless. And the distance from "something that makes sense" to "something that feels human" felt unsormountable. Yes. Many novels will be written with LLMs in the coming years. They might even touch us. But this little Text-to-Speech experiment felt like an evidence that this technology has a void at its core: it doesn't have access, like a human does, to a gargantuan emotional spectrum, which allows us to understand all sorts of subtleties between what is being said, and why, and what does it actually mean, and why does it affect us (or, hell, how should the next line be read in this context, because it has no context, it doesn't feel).
Re:The Pile is a 825 GiB diverse, open source language model... by ben_w on Thursday March 07, 2024 @04:37PM (#39634865)
I'm also writing a novel, and using text to speech to hear how it sounds. One of the ones built into Mac OS. And I'd agree with your assessment, I value the synthesiser for bringing my attention to things my eyes gloss over, such as unnecessary repetition and typos which are still correctly spelled words (a common one for me is lose/loose).

But: AI was seen as "decades" away from beating humans at go, even 6 months before it did.

I don't know how far we are from them writing award winning novels (awards we care about, it doesn't count if it's an award for best AI), though my gut feeling is we need another breakthrough as significant as the transformer model… but even then, that's only a 1σ feeling.

Re:The Pile is a 825 GiB diverse, open source language model... by fennecfoxy on Friday March 08, 2024 @06:15AM (#39640002)
You wrote a book with an LLM and it has bad dialogue _today_. So why do you act as if all this progress hasn't only been in the last couple years? Fast forward 10 years from now and you think LLMs won't have the capability to write compelling fiction, that what we have then will be exactly what we have now?
Re:The Pile is a 825 GiB diverse, open source language model... by mejutoco on Thursday March 07, 2024 @03:13PM (#39634051)
> The authors in best seller's lists may well be immune for a bit longer than others writers, as they're necessarily the top 0.1% of writers

The top best selling. Only one of many possible reasons for that might be the quality.

Re:The Pile is a 825 GiB diverse, open source language model... by ben_w on Thursday March 07, 2024 @04:29PM (#39634800)
Quality is subjective, therefore I think it is reasonable to say the best are those most able to profit rather than, e.g. winners of the Nobel Prize in Literature, or the list of books people most pretend to have read.
Re:The Pile is a 825 GiB diverse, open source language model... by mejutoco on Friday March 08, 2024 @08:05AM (#39640689)
I disagree. While quality is subjective popularity is different to quality. Otherwise we would only have marvel movies.

Your argument assumes no marketing is manipulating the best selling lists, something known to happen in new york best selling and others.

Regarding people pretending to read "fancy books" (my term) I think most people just dont read, but I find it annoying, for ex. when people see my shelves, that some people think that I buy those books to impress somebody. It is as if people that do not enjoy reading cannot conceive somebody enjoying it. I think it is slightly antiintellectual, and cynical. I have a better opinion of people in general.

Re:The Pile is a 825 GiB diverse, open source language model... by ben_w on Friday March 08, 2024 @01:13PM (#39643989)
> I disagree. While quality is subjective popularity is different to quality. Otherwise we would only have marvel movies.

I disagree on two fronts. First, given I responded to "> because authors prefer to be paid for their labor", I think the economics are the key, rather than the artistic merits. The authors and artists suffer economically purely on the basis of the AI doing their work for less, not on the basis of actual artistic merit.

Second, the subjectivity of artistic merit means different people like different things. From a market perspective, this is why horror films get made even though they disgust people like me, it's why kids films get made even though adults outnumber kids, and it's why RomComs exist despite the stereotype of men cringing at them.

You are however correct that it assumes no marketing exists to manipulate the best seller lists. But the marketing is also being outsourced to AI, and I suspect there were more writers writing copy than writing novels and screenplays. Now? Now I'm not so sure, though I'd guess it's still true.

I can sympathise with you about other people thinking you're just virtue signalling with your book collection. What I meant more along the lines of how War and Peace has a reputation for being a book that people like to claim to have read but actually have not, or how many loud atheists state that only atheists have read the bible and that's how they ended up being atheists, though in either case I don't know how accurate the reputations are.

Re:The Pile is a 825 GiB diverse, open source language model... by wizzwizz4 on Thursday March 07, 2024 @03:17PM (#39634107)
Once upon a time, nay-sayers said that nobody could travel to the moon, regardless of what vehicle they used. They were wrong. Once upon a time, nay-sayers said that nobody could transmute lead into gold using alchemical equipment. They were right.

Nay-sayers who said that no possible algorithm could beat humans at chess and go? They were wrong. Nay-sayers who say that these algorithms cannot write better books than humans? Well…

Re:The Pile is a 825 GiB diverse, open source language model... by ben_w on Thursday March 07, 2024 @04:42PM (#39634908)
> Once upon a time, nay-sayers said that nobody could transmute lead into gold using alchemical equipment. They were right.

Now I'm wondering if, with modern knowledge, you could build a 0.5 MeV heavy ion accelerator with only the things available to a medieval alchemist.

I'm thinking probably yes? Triboelectics can get the right voltage. But how good does the vacuum need to be?

> Nay-sayers who say that these algorithms cannot write better books than humans?

They may be right or wrong in the specific, but I think they're asking the wrong question, too specific.

Re:The Pile is a 825 GiB diverse, open source language model... by SEGyges on Thursday March 07, 2024 @03:43PM (#39634370)
By "these algorithms", do you mean the ones that currently exist, or the ones that will exist next month, next year, or in 2034?
Re:The Pile is a 825 GiB diverse, open source language model... by wizzwizz4 on Thursday March 07, 2024 @04:11PM (#39634630)
We're not developing new algorithms all that quickly. My point is that one shouldn't dismiss criticism out-of-hand, just because some critics of some other thing turned out to be wrong: for this point to be valid, I don't need to be making criticism. On an unrelated note…

Personally, I'd be referring to the family of algorithms that purely take as input a context window and provide as output a prediction of the next token likelihood. (Plus or minus iteration, to generate strings of text.) Pejoratively, one might call these "fancy Markov chains", though as with most pejoratives, that's overly reductive.

All the approaches we're seeing marketed heavily are just fancy Markov chains. I expect every "new algorithm" for the next 5 years at least to be a fancy Markov chain, because that's what I expect to get funding. (I do expect that some people will be working on other approaches, but only for amateurish reasons.)

Re:The Pile is a 825 GiB diverse, open source language model... by SEGyges on Thursday March 07, 2024 @04:20PM (#39634716)
These are fancy Markov chains in the sense that humans are just chemicals and computers just do math. Technically true, but not even "overly reductive"; it is just wrong if it is used to imply that, e.g., humans just swirl around in beakers or the most complex thing you can do with computers is trigonometry.

You can make anything sound unimpressive if you describe it sufficiently poorly.

And: So many different variations are published every month. There are a good number of people in serious research trying approaches that don't use cross entropy loss (ie, strictly next-token prediction).

I don't know what the trajectory of the technology is over the next ten years, but I am positive no one else does either and anyone who thinks they do is wrong.

Re:The Pile is a 825 GiB diverse, open source language model... by oasisaimlessly on Friday March 08, 2024 @08:29AM (#39640832)
Strictly applying the definition, the entire universe is a Markov chain (thanks to quantum discretization!) People who use "Markov chain" as a pejorative are just idiots.