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Cake day: June 8th, 2025

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  • Not possible.

    Think photocopy of a photocopy, or JPEG of a JPEG.

    You start getting artifacts, and the model collapses.

    Of course, though, they’ve already poisoned the well, and at this point it’s impossible for them to sieve out any remaining non-LLM-generated content. They started watermarking too late, and couldn’t recognise other slop machines’ watermarks anyway.

    Model collapse is inevitable and already ongoing (search “thousand whys" on Amazon, for instance, or read up on Elias Thorne, lighthouse keeper), and will only get worse.

    In a few years it will be impossible to train a working up-to-date model. Maybe it already is, hence this article, as a preemptive justification for why newer models won’t be able to generate code using language features introduced after 2026.