There's been plenty of noise about independent authors using AI to help create book covers. Some people talk as though AI is something only indie authors and small cover designers have discovered.
But here's a question worth asking: Do traditional publishing houses use AI-generated artwork, too?
Yes. There are documented examples involving well-known publishers. More recent reporting suggests that AI tools are finding their way into other parts of traditional publishing as well.
That doesn't mean every publisher uses AI, or that every book cover is AI-generated. It does mean this discussion shouldn't be aimed only at independent authors.
And there's another part of this discussion that deserves attention: what happens when a professional cover designer purchases artwork from Adobe Stock, combines several images and creates something entirely new?
Does that make the finished cover AI-generated? AI-assisted? Or is it simply a professionally designed cover using licensed stock artwork?
Let's look at the facts.
Two Book Covers That Made Headlines - There are others
These are two published covers associated with widely reported controversies about AI-generated stock artwork.
Fractal Noise
Christopher Paolini
Tor Books - original 2023 artwork
1. Bloomsbury - House of Earth and Blood
In May 2023, the UK paperback cover of Sarah J. Maas's House of Earth and Blood attracted attention because the wolf illustration used in the design matched an image on Adobe Stock identified as AI-generated.
Bloomsbury acknowledged that its in-house design team had licensed and incorporated the stock-library image.
The publisher said its designers hadn't realised the image was AI-generated when they selected it, and that the finished cover was designed by its own team.
That distinction matters.
The designer still worked on the cover, even though a component of the artwork came from an AI-generated source.
Choosing and arranging imagery, working with colours, typography and layout, and producing a finished design are all part of creating a book cover.
Read the original reporting:
The Guardian - Bloomsbury acknowledges AI-generated artwork (19 May 2023)
The Bookseller - Bloomsbury explains how the image was selected
2. Tor Books - Fractal Noise
In December 2022, Tor Books faced questions about the cover created for Christopher Paolini's science-fiction novel Fractal Noise.
Tor acknowledged licensing an image from a reputable stock-image supplier without knowing that it might have been created using AI.
The publisher's in-house designer had used the licensed image to produce the finished cover.
Despite the controversy, Tor decided to proceed with the design because of production constraints.
Importantly, Tor described the image as possibly AI-generated. Its statement did not conclusively establish the image's origin.
Once again, the controversy concerned the source artwork rather than evidence that an AI tool had automatically produced the entire finished cover.
Kirkus Reviews - Tor Books responds to AI artwork concerns (15 December 2022)
Note: Fractal Noise received different artwork for its 2024 trade paperback edition, created by artist François Leroy. The artwork shown above is associated with the original 2023 release.
Visit Christopher Paolini's official Fractal Noise page
What About the Big Traditional Publishers Today?
On 9 October 2026, WIRED published an investigation examining the increasing use of generative AI tools within major publishing houses.
The investigation drew on interviews with more than two dozen publishing workers.
Employees at three major US publishing houses described AI tools being used or explored in different areas of publishing:
- HarperCollins
- Simon & Schuster
- Hachette Book Group
Activities described in the investigation included:
- Writing publicity and marketing copy.
- Preparing book descriptions and back-cover material.
- Drafting correspondence with literary agents.
- Producing marketing content and promotional material.
- Creating or incorporating AI assets into book-cover development.
Now, there's an important distinction to make here.
These accounts came from publishing workers, many speaking anonymously. The investigation did not provide a verified list of specific published covers created with AI at all three companies.
Different publishers also expressed different policies concerning AI.
Hachette said it supported AI for operational purposes rather than creative uses. Simon & Schuster described controlled access to approved AI tools, while HarperCollins did not respond to WIRED's requests for comment.
Nevertheless, this reporting demonstrates that AI is not simply an independent publishing issue.
It's a conversation taking place across the publishing industry.
Read WIRED's investigation: Book Publishers Are Quietly Using More AI. Staff Are Revolting
AI-Generated and AI-Assisted Are Not the Same Thing
Another important consideration is the difference between AI-generated artwork and AI-assisted design.
Amazon KDP makes a distinction between the two.
AI-generated content: If an AI tool creates the actual image, Amazon classifies that as AI-generated content. This includes artwork used on book covers.
Even when substantial editing is carried out afterwards, Amazon still considers the original AI-generated material to be AI-generated.
AI-assisted content: If a designer creates the content themselves and uses AI-based tools to edit, refine, improve or check that content, Amazon classifies this as AI-assisted.
Amazon does not require disclosure of AI-assisted content under its published guidelines.
However, when AI tools create new artwork that becomes part of the finished cover, that generated content may need to be disclosed.
Authors and publishers remain responsible for ensuring their books comply with intellectual property requirements and Amazon's publishing guidelines.
Read Amazon KDP's official AI content guidelines
But What If You Purchase Your Artwork From Adobe Stock?
This is where things become particularly interesting for independent authors and professional cover designers.
Many people assume that purchasing an image from a reputable stock library automatically means the artwork was created by a photographer or illustrator.
That isn't necessarily the case.
Adobe Stock sells traditional photography, illustrations, digital artwork, vectors and AI-generated images.
These images can be licensed commercially, subject to Adobe's licensing conditions.
So what happens when a designer purchases an Adobe Stock image and uses it to create a book cover?
Example: Purchasing a Traditional Photograph
Imagine a designer purchases a photograph of a country cottage from Adobe Stock.
The designer opens it in Photoshop, adjusts the colours, removes distracting objects, changes the lighting, adds flowers and incorporates the photograph into a new cover design.
They add the author's name, book title, typography and other design elements.
If the original image was a conventional photograph, and no AI-generated imagery was added during editing, the finished cover does not contain AI-generated artwork.
Using ordinary editing tools does not suddenly turn a photograph into AI-generated content.
If AI tools were used only to refine or improve the existing artwork, that would generally fall under Amazon's AI-assisted category.
However, if generative AI creates new imagery that becomes part of the finished cover, that needs to be considered separately.
What If the Adobe Stock Image Was Already AI-Generated?
Now imagine the designer purchases an AI-generated illustration of that cottage from Adobe Stock.
They spend hours working on it in Photoshop, changing the colours, removing backgrounds, rearranging elements and producing an entirely new cover composition.
That is still genuine design work.
However, under Amazon KDP's definition, the underlying AI-generated artwork remains AI-generated even after substantial editing.
Purchasing an AI-generated image from Adobe Stock does not turn it into a traditionally photographed or illustrated image.
Amazon's public guidelines do not spell out every possible situation involving third-party stock libraries. Nevertheless, because its definition focuses on how the actual image was created, the prudent approach is to disclose knowingly AI-generated stock artwork incorporated into a published cover.
Having a commercial licence and satisfying Amazon's disclosure requirements are two separate matters.
What If You Purchase Three or Four Different Images and Create a Completely New Book Cover?
This is something many professional cover designers do, including me.
Let's say I'm designing a rural romance cover.
I purchase four separate pieces of artwork from Adobe Stock:
- A country cottage.
- A beautiful Australian landscape.
- A collection of native flowers.
- A photograph or illustration of a dog.
None of those images, on its own, represents the finished cover the author or I have in mind.
So I take them into Photoshop and begin creating.
I remove the background from the cottage and position it against the landscape. I change the colours and lighting so the images work together.
I add the flowers to the foreground and position the dog near the house.
I might reshape elements, remove unwanted details, adjust shadows and create an entirely different atmosphere.
Finally, I add the book title, author's name and typography to bring everything together.
The finished cover is a new composite design created from several separately licensed pieces of artwork.
So does that make the cover AI-generated?
No, not automatically.
If all four images were traditionally created and I didn't use generative AI to create new content during the process, the finished cover does not contain AI-generated artwork.
It is simply a professionally designed composite cover using licensed artwork.
Even if I use AI-assisted tools for ordinary retouching, refining existing elements or improving the finished design, that does not automatically make the entire cover AI-generated under Amazon's definitions.
However, if one of those four purchased images was originally AI-generated, the finished cover contains AI-generated artwork.
The same applies if I use generative AI to create a new visual element, such as an entirely new cottage, person or animal, and incorporate that generated element into the finished cover.
The number of images combined is not the deciding factor. The origin of those images and how any AI tools were used are what matter.
How Would Amazon Classify These Different Covers?
| Design Process |
Likely Amazon Classification |
| Four traditionally created Adobe Stock images combined in Photoshop without generative AI. |
No AI-generated content to disclose. |
| Traditional stock artwork edited or refined with AI-assisted tools, without generating new content. |
AI-assisted. No AI disclosure required. |
| Four purchased stock images, one of which was AI-generated. |
Contains AI-generated artwork. Disclosure required. |
| Several traditionally created images combined, with a new character or major visual element generated by AI. |
Contains AI-generated artwork. Disclosure required. |
| Four AI-generated Adobe Stock illustrations combined into a new composite design. |
Contains AI-generated artwork. Disclosure required. |
These examples apply Amazon's published definitions to common cover-design workflows. They are practical guidance rather than individual rulings from Amazon. Borderline uses of generative editing tools should be assessed against the current KDP guidelines.
Does an Adobe Stock Licence Make the Artwork Legal to Use?
Generally, Adobe Stock licences permit commercial use of appropriately licensed images, including many publishing and book-cover applications, provided the intended use complies with the relevant licence terms.
Adobe's Standard licence generally allows modification of licensed images and reproduction within specified limits.
For example, its Standard licence generally allows up to 500,000 reproductions of an asset, subject to the applicable terms.
Other licence types may provide additional permissions.
However, purchasing a licence is not the same as purchasing exclusive ownership of the underlying image.
Other designers may be able to license the same image.
And the licence may place restrictions on how the artwork can be redistributed, transferred to clients or incorporated into products intended for resale.
In particular, Adobe generally allows a designer to license stock artwork on behalf of a client, but the same asset must be separately licensed when it is used for different clients under separate client arrangements.
Designers should also check that an image is licensed for commercial rather than editorial-only use, and that any model releases or other permissions required for the intended use are in place.
Combining several licensed images into an original composite design does not automatically transfer copyright in the underlying stock assets to the cover designer.
The designer may contribute original creative elements to the finished cover, while the underlying source images remain subject to their respective licences and rights.
And here's the important part: an Adobe Stock licence does not override Amazon KDP's AI disclosure requirements.
A properly licensed AI-generated Adobe Stock image may still need to be disclosed when it is used on a book cover published through KDP.
Read Adobe Stock's official licensing information
How Can You Tell Whether an Adobe Stock Image Was AI-Generated?
Adobe requires contributors to identify qualifying AI-generated artwork when submitting it to Adobe Stock.
Customers can also use generative AI search filters to include or exclude images labelled as AI-generated.
If you're specifically looking for traditionally created artwork, you can use Adobe Stock's option to exclude generative AI content from search results.
However, the presence or absence of a label is not an absolute guarantee of an image's origin. Labels depend partly on correct contributor declarations and the platform's review processes.
It is sensible to check the image listing, its description, licence type and available origin information before purchasing.
For professional cover designers, keeping the Adobe Stock asset numbers and licensing records is also a good idea.
Read Adobe Stock's generative AI content guidelines
What If the Designer Didn't Know an Image Was AI-Generated?
This is another interesting question, particularly considering what happened with Bloomsbury.
A designer might purchase an image in good faith, believing it to be a traditional photograph or illustration.
Only later might they discover that the image was AI-generated.
The original source of the artwork hasn't changed simply because the purchaser didn't know.
Amazon's public AI guidelines do not expressly provide a blanket exemption for unknowingly purchased AI-generated stock imagery.
If a designer or author later discovers that a published cover contains AI-generated content, the sensible course is to review the publishing platform's current requirements and correct the relevant information where necessary.
There is also a practical lesson here for designers.
Keep a record of the artwork you purchase, including:
- The Adobe Stock asset number.
- The original stock listing or description.
- The licence obtained.
- Any AI-generation label shown at the time of purchase.
- Which images were used in the finished cover.
- Any generative AI tools used to create new elements.
These records can help designers answer client questions and assist authors with their publishing disclosures.
Does This Mean a Cover Designer Hasn't Created Anything Original?
Of course not.
Combining separately licensed artwork into a finished cover can require considerable creative work.
There is a difference between purchasing a finished image and placing a title over it, and carefully combining several images, changing their composition, adjusting the lighting, altering colours, refining details and developing a complete visual design.
Sometimes a stock image works beautifully as it is.
Other times, it needs considerable editing and personalisation to reflect the particular story inside the book.
That is where a designer's creative judgement becomes important.
It's also why we shouldn't confuse the source of an individual image with the work involved in designing the finished cover.
The legal ownership of a composite design and the copyright status of its separate elements are additional questions, but the creative design work involved doesn't disappear because licensed stock imagery was used.
So Where Does This Leave Independent Authors and Cover Designers?
I design book covers using stock photographs, AI-generated images and photographs supplied by authors.
Whatever the starting point, there's still work involved in selecting images, adapting them to the story, choosing typography, arranging the layout and bringing the whole design together.
AI is another tool that can be incorporated into that process, just as designers use Photoshop and other digital editing software.
That doesn't mean every author has to use it.
Some authors prefer commissioned artwork.
Some prefer traditional stock photography.
Some are perfectly comfortable with AI-generated imagery, while others don't want it used at all.
Those preferences deserve respect.
What I don't agree with is treating independent authors as though they've committed some terrible offence for using a tool that traditional publishing houses have also encountered or used.
We can discuss licensing, disclosure, consent and artists' rights without bullying authors over pictures on the front of their books.
And we certainly shouldn't have one standard for independent authors and another for major publishing companies.
Transparency matters, regardless of who publishes the book.
So does respecting the author's wishes.
And ultimately, readers can decide which books they want to buy.
Why Has the Way a Book Cover Is Made Become Such a Public Obsession?
I find myself wondering when people became so interested in the manufacturing process behind a book cover.
Not the novel itself. Not whether the writing is any good. Not whether the author has produced something entertaining, moving or thought-provoking.
But the methods used to create its appearance.
And more importantly, why do some people believe they're entitled to an explanation?
When I browse for a novel, I'm interested in whether it appeals to me. I don't feel the need to investigate the software used by the designer, where the images originated or how many hours went into producing the artwork.
Yet somehow, we've reached a point where authors can find themselves subjected to public questioning about decisions that were never anybody else's to make.
What's driving this fascination?
Is it genuine concern about the creative industries? Is it fear of technological change? Or has criticising other people's decisions simply become another popular pastime on social media?
I suspect there's a bit of all three.
I understand that artists have concerns about how AI systems are developed and how their work may be used. Those concerns deserve serious consideration, and there are important questions about copyright, consent and fair compensation.
But those discussions belong where meaningful change can actually happen: with technology companies, lawmakers, licensing organisations and the businesses developing and selling these products.
Why is an individual author, particularly one operating on a shoestring budget, expected to personally answer for an entire industry's technological transformation?
What is achieved by singling out someone who has worked hard to publish a novel and subjecting them to a barrage of criticism about its presentation?
Nothing constructive, as far as I can see.
There seems to be an increasing expectation that creative people must account for every decision they make, simply because somebody somewhere might disagree with it.
And I question where that expectation comes from.
When we purchase other products, we rarely demand a complete explanation of every piece of software, every production method or every technical process involved in their development.
Yet an author can find themselves defending the most ordinary design decisions to people they've never met.
It's an extraordinary amount of attention to place on one small aspect of publishing.
And consider the effect this has on authors.
Some will begin second-guessing their decisions. Others may become reluctant to promote their work, worried that an innocent announcement will attract hostility. Some may feel pressured to spend money they don't have simply to avoid becoming the next target.
How does any of that benefit literature, creativity or readers?
And at what point did personal curiosity become a licence to demand private details about somebody else's creative process?
There is an important distinction between information that must be provided to a publisher, retailer or rights holder and information that strangers insist they're entitled to receive.
An author's contractual, legal and disclosure obligations are one matter. Public interrogation is quite another.
People can certainly hold opinions about how creative work is produced. They can advocate for the practices they believe in and support the professionals they admire.
But having an opinion doesn't automatically give someone authority over another person's work.
I'd much rather see the conversation return to the things that encourage people to become readers in the first place: imagination, interesting ideas, memorable characters and the pleasure of discovering a good novel.
Perhaps I'm old-fashioned, but I still believe a writer's greatest contribution is the writing.
We should be encouraging people to create and publish, not making them apprehensive about doing so.
And if somebody's greatest concern today is discovering which software was involved in producing a novel's artwork, perhaps it's worth asking whether all that energy could be directed towards something that makes a more meaningful difference.
My View Is Simple
When I browse for a novel, I'm interested in whether it appeals to me. I don't feel the need to investigate the software used by the designer, where the images originated, or how many hours went into producing the artwork.
Yet somehow, we've reached a point where authors can find themselves subjected to public questioning about decisions that were never anybody else's to make. Authors don't need to justify; they need to stand up for themselves and for others.
Criticising other people's decisions seems to have become another popular pastime on social media. Why is an individual author, particularly one operating on a shoestring budget, expected to personally answer for an entire industry's technological transformation?
What is achieved by singling out someone who has worked hard to publish a novel and subjecting them to a barrage of criticism about its presentation?
When we purchase other products, we rarely demand a complete explanation of every piece of software, every production method or every technical process involved in their development.
What there shouldn't be room for is bullying authors because someone disapproves of the tools used to create a picture on the outside of their book.
It's a book cover, not a national health crisis.
It's not rocket science!
Respect the author's wishes. The rest is none of your business.