Astral to Join OpenAI
Astral to Join OpenAI
A concern:
More and more plainly, OpenAI and Anthropic are making plays to own (and lease) the "means of production" in software. OK - I'm a pretty happy renter right now.
As they gobble up previously open software stacks, how viable is it that these stacks remain open? It seems perfectly sensible to me that these providers and their users alike have an interest in further centralizing the dev lifecycle - eg, if Claude-Code or Codex are interfaces to cloud devenvs, then the models can get faster feedback cycles against build / test / etc tooling.
But when the tooling authors are employees of one provider or another, you can bet that those providers will be at least a few versions ahead of the public releases of those build tools, and will enjoy local economies of scale in their pipelines that may not be public at all.
> If you don't want your lunch eaten by a private equity firm, make sure whatever tool you use is GPL licensed.
1. For the record: the GPL is entirely dependent on copyright.
2. If AI "clean-room" re-implementations are allow to bypass copyright/licenses, the GPL won't protect you.
1. Company A develops Project One as GPLv3
2. BigCo bus Company A
3a. usually here BigCo should continue to develop Project One as GPLv3, or stop working on it and the community would fork and it and continue working on it as GPLv3
3b. BigCo does a "clean-room" reimplementation of Project One and releases it under proprietary licence. Community can still fork the older version and work on it, but BigCo can continue to develop and sell their "original" version.
> If AI "clean-room" re-implementations are allow to bypass copyright/licenses, the GPL won't protect you.
Isn't that the same for the obligations under BSD/MIT/Apache? The problem they're trying to address is a different one from the problem of AI copyright washing. It's fair to avoid introducing additional problems while debunking another point.
"Clean room" is doing a lot of heavy lifting. Having the entire corpus of knowledge for humanity and how LLMs work, how can you honestly argue in court that this is purely clean room implementation?
This is right up there with Meta lawyers claiming that when they torrent it's totally legal but when a single person torrents it's copyright infringement.
These cases will be settled out of court long before they ever reach a jury. Anthropic has agreed to pay $1.5bn in a class action suit [0]. Others will follow.
[0] https://legalblogs.wolterskluwer.com/copyright-blog/the-bart...

When Anthropic agreed to pay $1.5 billion to settle a copyright lawsuit in August 2025, it became the largest copyright settlement in U.S. history. Three authors had sued, but nearly half a million ended up in the class. And a quarter of the money will go to lawyers.
well no, (clean room )reimplementations of APIs have done since time immemorial. copyright applies to the work itself. if you implement the functionality of X, software copyright protects both!
patents protect ideas, copyright protects artistic expressions of ideas