If it's actually co authored then you should be fine on copyright.

And of course dumb messages that aren't true won't affect copyright.

The real question is why Anthropic was able to use DMCA takedown requests "in good faith" against the Claude leaks when their own CTO claimed it is a 100% slopcoded codebase, and they themselves argue that all LLM generated code is transformed enough to not be copyrightable. Which they have to state without being able to turn back because they violated millions of book and software licenses during training.

Make it make sense.

The courts have determined that, yes, and that is the position of the Copyright Office. And the Supreme Court has rejected appeal, so that's the standing precedent.

Realistically, look forward to SOX style audits and having to maintain evidence of how much of a code base has human authorship vs machine generation. Or reject slop.

I can't wait for:

* The first company to do perjury for litigating over a nonexistent copyright for machine generated code.

* The first company to get nailed to the wall for reverse engineering and replicating high profile copyrighted code, like Windows.