OpenAI's style mimicry refusal has gone universal this week. The line is a vendor policy, not a legal one, and the workaround economy is already routing around it.
OpenAI has closed a loophole ChatGPT writers had been using since launch: prompts that name a specific author and ask the model to write in that style now get the same refusal, whether the author is alive or dead.
Ars Technica tested the boundary this week and found that requests to write like Stephen King, J.K. Rowling, Amy Tan, Charles Dickens, or Ernest Hemingway all returned declines. Earlier coverage from The Verge and Android Authority had already documented the refusal for living authors; the new finding is that the restriction now extends to writers who have been dead for more than a century. The model offers to capture "broad qualities" or "a similar feeling" instead, the way a copywriter might describe a "noir tone" without naming Chandler.
The shift surfaced publicly last week on r/WritingWithAI, the subreddit for writers using AI tools, where a thread complaining that "ChatGPT is not letting you emulate specific authors anymore" pulled more than 100 replies and dozens of moderator removals for users posting prompt workarounds. The subreddit's reaction captures the workaround economy forming around the new boundary: some users are switching to Claude or Gemini, where similar prompts still produce imitation, and others are feeding ChatGPT already-edited prose framed as "technically mine" so the model will continue the voice.
The Authors Guild, the U.S. trade body for published writers, has asked professional writers not to ask generative models to imitate a specific author's voice in its "AI Best Practices for Authors" document, first published in February 2024 and updated on May 11, 2026. The norm predates the vendor enforcement by more than two years. OpenAI is now refusing the prompt at the model layer, where the norm used to be enforced only by the writer's discretion.
In June, a fantasy novel called "Darkhollow Academy: Year 2" by Lena McDonald surfaced on retailer pages with a visible AI prompt in the manuscript asking the model to rewrite a passage in the style of indie romance author J. Bree. The incident, reported by Futurism, exposed the prompt-as-ghostwriter pattern to a wider audience and put a name on the practice the new refusal is meant to address.
Until this month, OpenAI's policy distinguished between living authors, who can assert personality rights in many jurisdictions and pursue claims over their distinctive voice, and deceased ones, whose works are governed by copyright terms that have largely expired for writers like Dickens and Hemingway. The model now refuses both. The boundary no longer depends on who is alive to enforce it. It depends only on whether the user named someone.
The workaround economy is the receipt that the demand for mimicry is real. The subreddit thread documented users moving to other models within days of the change. The vendor line is being drawn at a place where the law has not yet moved.
These models were trained on millions of books, including the novels of the authors ChatGPT now refuses to imitate, often without those authors' or their estates' permission. The refusal does not address that underlying fact. It draws a line at the prompt, not at the corpus, and it does not bind the other vendors whose models were trained on the same material.
For now, the boundary is one vendor's policy on a single product surface, and the surrounding prompt economy is already pivoting around it.