Great article but I don't really agree with their take on GPL regarding this paragraph:

> The spirit of the GPL is to promote the free sharing and development of software [...] the reality is that they are proceeding in a different vector from the direction of code sharing idealized by GPL. If only the theory of GPL propagation to models walks alone, in reality, only data exclusion and closing off to avoid litigation risks will progress, and there is a fear that it will not lead to the expansion of free software culture.

The spirit of the GPL is the freedom of the user, not the code being freely shared. The virality is a byproduct to ensure the software is not stolen from their users. If you just want your code to be shared and used without restrictions, use MIT or some other license.

> What is important is how to realize the “freedom of software,” which is the philosophy of open source

Freedom of software means nothing. Freedoms are for humans not immaterial code. Users get the freedom to enjoy the software how they like. Washing the code through an AI to purge it from its license goes against the open source philosophy. (I know this may be a mistranslation, but it goes in the same direction as the rest of the article).

I also don't agree with the arguments that since a lot of things are included in the model, the GPL code is only a small part of the whole, and that means it's okay. Well if I take 1 GPL function and include it in my project, no matter its size, I would have to license as GPL. Where is the line? Why would my software which only contains a single function not be fair use?

> The virality is a byproduct to ensure the software is not stolen from their users.

If Microsoft misappropriates GPL code how exactly is that "stealing" from me, the user, of that code? I'm not deprived in any way, the author is, so I can't make sense of your premise here.

> Freedom of software means nothing.

Software is information. Does "freedom of information" mean nothing? I think you're narrowing concepts here into something not particularly useful or reflective of reality.

> Users get the freedom to enjoy the software how they like.

The freedom is to modify the code for my own purposes. This is not at all required to plainly "enjoy" the software. I instead "enjoy a particular benefit."

> Why would my software which only contains a single function not be fair use?

Because fair use implies educational, informational, or transformational outputs. Your software is none of those things.

> The spirit of the GPL is the freedom of the user, not the code being freely shared.

who do you mean by "user"?

the spirit is that the person who actually uses the software also has the freedom to modify it, and that the users recovering these modifications have the same rights.

is that what you meant?

and while technically that's the spirit of the GPL, the license is not only about users, but about a _relationship_, that of the user and the software and what the user is allowed to do with the software.

it thus makes sense to talk about "software freedom".

last not least, about a single GPL function --- many GPL _libraries_ are licensed less restrictively, LGPL.

I don't think you understand the GPL.

> "the user is allowed to do with the software"

The GPL does not restrict what the user does with the software.

It can be USED for anything.

But it does restrict how you redistribute it. You have responsibilities if you redistribute it. You must provide the source code, and pass on the same freedoms you received to the users you redistribute it to.

Thinking on though, if the models are trained on any GPL code then one could consider that they contain that GPL code, and are constantly and continually updating and modifying that code, thus everything the model subsequently outputs and distributes should come under the GPL too. It’s far from sufficient that, say, OpenAI have a page on their website to redistribute the code they consume in their models if such code becomes part of the model’s training data that is resident in memory every time it produces new code for users. In the spirit of the GPL all that derivative code seems to also come under the GPL, and has to be made available for free, even if upon every request the generated code is somehow novel or unique to that user.

The GPL arose from Stallman's frustration at not having access to the source code for a printer driver that was causing him grief.

In a world where he could have just said "Please create a PDP-whatever driver for an IBM-whatever printer," there never would have been a GPL. In that sense AI represents the fulfillment of his vision, not a refutation or violation.

I'd be surprised if he saw it that way, of course.

The safeguards will prevent the AI from reproducing the proprietary drivers for the IBM-whatever printer, and it will not provide code that breaks the DRM that exist to prevent third-party drivers from working with the printer. There will however be no such safeguards or filters to prevent IBM to write a proprietary driver for their next printer, using existing GPL drivers as a building block.

Code will only ever go in one direction here.

Then we'd better stop fighting against AI, and start fighting against so-called "safeguards."

I wish you luck. The music industry basically won their fight in forcing safeguards against AI music. The film industry are gaining laws regulating AI film actors. The code generating AI are only training on freely accessible code and not proprietary code. There is multiple laws being made against AI porn all over the world (or possible already on the books).

What we should fight is Rules For Thee but Not for Me.

But that isn't the same code that you were running before. And like, let's not forget GPLv3: "please give me the code for a mobile OS that could run on an iPhone" does not in any way help me modify the code running on MY iPhone.

Sure it does. Just tell the model to change whatever you want changed. You won't need access to the high-level code, any more than you need access to the CPU's microcode now.

We're a few years away from that, but it will happen unless someone powerful blocks it.