Whether it’s code, general text, or university assignments, the core issue is taking responsibility for one's own work. While I share the concerns raised in this thread, I believe the focus on 'LLM usage' is a bit of a red herring. The fundamental principle of ownership hasn't changed with the advent of LLMs; the tool itself isn't the issue, but rather the abdication of responsibility by the author. For instance, if…
The biggest current social problem with AI content is our collective lack of transparency into how much human responsibility was taken.
Give a Because even if no edits needed to be made, the former carries a lot more signal than the latter, because it reduces risk of AI slop and therefore makes the content more valuable.
At the same time, it also costs more time to produce, so in any competitive marketplace (YouTube, paid comments, startup code, etc.) the unvetted AI content will dominate.