LLM copyright guardrail absurdity: refuses to scrape a book but happily zips it for you

burkov · x · 2026-10-23

ML researcher Burkov exposes twisted guardrail logic: the model refuses to copy a copyrighted book from a website, but happily downloads the entire book into a ZIP (35 HTML sections, 71 images) when asked — reasoning that "user-provided content" is fine to transform.

He argues this responsibility-shifting doesn't hold: the model knows the user's intent and the content's origin, yet treats a zip it just created as if the user supplied it. A second session where the model itself copies the book further shows the guardrails' inconsistency.

Related event: LLM Copyright Guardrails Easily Bypassed with a ZIP File(2 posts)→

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