# What’s Going on With JJP’s Harry Potter and the AI Art Controversy?

**Source:** Kineticist  
**Type:** article  
**Published:** 2025-06-20  
**Beat:** Pinball

**URL:** https://www.kineticist.com/post/harry-potter-pinball-ai-art-controversy

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## Analysis

Bumpergeist, a European pinball enthusiast and graphic designer, published a detailed analysis on Tilt Forums alleging that Jersey Jack Pinball's Harry Potter machine contains AI-generated artwork, citing specific visual anomalies (poorly rendered dragon, malformed train wheels, anatomical errors). JJP owner Jack Guarnieri categorically denied AI use, claiming hundreds of hours of hand-drawn work adapted from licensed Style Guides. The controversy highlights community concerns about AI in creative fields and calls for manufacturer transparency regarding generative AI use in luxury, handcrafted products.

### Key Claims

- [HIGH] Bumpergeist identified specific visual errors in Harry Potter artwork suggesting AI generation: derpy dragon, train wheels misaligned with tracks, incorrect Quidditch jersey numbering, Big Ben with seconds hand — _Author examined photo evidence and confirmed details with working artists; specific examples documented in Tilt Forums thread_
- [HIGH] Jack Guarnieri stated all artwork was hand-drawn over hundreds of hours, created by adapting licensed Style Guide images in the artist's style — _Direct quote from official JJP company representative during UK interview_
- [MEDIUM] Working artists in the industry believe AI was used in Harry Potter artwork, though most players wouldn't notice — _Anonymous industry artist quoted in article; another artist expressed willingness to 'bet a large sum of money' AI was used_
- [HIGH] Jack Guarnieri expressed openness to AI in pinball at 2024 Pintastic New England panel, calling it revolutionary — _Direct quote from 2024 panel presentation cited by artist informant_
- [HIGH] Bumpergeist has expertise in generative AI having closely followed image generation model capabilities for years — _Direct quote explaining background in graphic design and generative AI research_
- [LOW] Bumpergeist suspects AI use in Dungeons & Dragons pinball visuals but acknowledges AI has been trained on human art — _Speculative observation by Bumpergeist; explicitly qualified as uncertain_
- [HIGH] The Tilt Forums thread grew from 100 views to 6,500+ views over the course of the story's development — _Author documented view count progression and cross-platform sharing_

### Notable Quotes

> "We used the images from the Style Guide and created an adaptive version in the artist's style, which he hand-painted. In JJP licensed games, our artists can only interpret the Style Guide artwork fractionally. After all, Harry Potter still needs to look like Harry Potter and get approvals. Hundreds of hours of work was performed on the art package produced."
> — **Jack Guarnieri (JJP owner)**, During UK interview
> _Official company denial of AI art use; explains licensing constraints on artistic freedom_

> "Personally, I do. I think AI is gonna revolutionize everything. I mean, it's bigger than when the internet happened…I think it'll create a lot of jobs. I think it'll change people's lives. I could see it in pinball for a lot of different things."
> — **Jack Guarnieri (JJP owner)**, 2024 Pintastic New England panel
> _Shows JJP leadership openness to AI technology in pinball context; context for artist assumption of awareness_

> "I'm an artist and a graphic designer. When all the generative boom happened a few years ago, I was keen to see what could be done with it. Every month, something new happened, could we ever be fooled by a computer-made photo done by someone in their bedroom? The answer is now yes."
> — **Bumpergeist**, Interview with Kineticist
> _Establishes Bumpergeist's expertise in AI model capabilities and motivation for scrutiny_

> "For us to be amazed by something, we have to not know the trick. When you look at a wonder of craftmanship, it's like this thing just landed on earth, there's no traces of the human touch. We've all been fooled by an AI image, or will be at one time, what will be your reaction after learning that it's made by a machine?"
> — **Bumpergeist**, Interview with Kineticist
> _Articulates philosophical concern about authenticity and trust in creative goods_

> "I hate the idea of it [generative AI in creative fields]. There are plenty of people interested in developing an art practice and each artist has a style that is unique to them, even when copying another artist. Generative AI is just that. A standardization of what computers perceive as artistic."
> — **Anonymous working artist**, Interview with Kineticist
> _Expresses industry perspective on threat to human artistic practice_

> "In an increasingly AI world, trust in creative authenticity matters. Especially in pinball, a medium revered for its handcrafted artistry. Murky artistic provenance only erodes that trust."
> — **Kineticist (author)**, Article conclusion
> _Summarizes core issue: transparency about AI use is essential for luxury handcrafted product credibility_

### Entities

| Name | Type | Context |
|------|------|---------|
| Bumpergeist | person | European pinball enthusiast, graphic designer, and digital artist who posted detailed AI analysis on Tilt Forums; expert in generative AI model capabilities |
| Jack Guarnieri | person | JJP owner/operator who provided official company statement denying AI use in Harry Potter artwork; expressed openness to AI in pinball at 2024 panel |
| Jesper Abels | person | Artist credited on Harry Potter pinball; background in digital art and web3/NFT communities; did not respond to direct questions about AI use |
| Eric Meunier | person | Harry Potter game designer who emphasized importance of hand-drawn artwork in launch featurette |
| Jersey Jack Pinball | company | Boutique pinball manufacturer; released Harry Potter pinball amid AI art controversy; subject of AI transparency questions |
| Harry Potter pinball | game | JJP's premium release at center of AI art allegation; criticized for specific visual errors (dragon rendering, train wheels, Big Ben seconds hand, jersey numbering) |
| Tilt Forums | organization | Obscure pinball forum frequented by tournament community; hosting platform for original Bumpergeist AI analysis thread that grew to 6,500+ views |
| Noah Crable | person | Kineticist contributor who maintains game rule sheets on Tilt Forums and flagged Bumpergeist's thread |
| Kineticist | person | Pinball media outlet and author of this investigation; covers pinball news, culture, and controversy |
| Pinside | organization | Major pinball community forum; deleted comments on J.K. Rowling discourse; hosted cross-posted discussions of AI controversy |
| Pintastic New England | event | 2024 pinball event where Jack Guarnieri made comments about AI's potential in pinball |
| Pinball Heaven | organization | UK pinball distributor hosting Harry Potter release event where Jack Guarnieri was traveling to during interview |
| Dungeons & Dragons pinball | game | Commercial release Bumpergeist suspects contains AI-generated visuals; cited as comparable case study |
| King Kong pinball | game | Commercial release; Bumpergeist notes artist appears to imitate AI color choices rather than using AI; uses hand-made 3D models |

### Topics

- **Primary:** AI art in pinball manufacturing, Creative authenticity and transparency in luxury handcrafted products, Harry Potter pinball artwork quality and visual anomalies
- **Secondary:** Community detection of AI-generated imagery, JJP licensing constraints on artistic interpretation, Pinball industry manufacturing complexity and production oversight
- **Mentioned:** Industry artist perspectives on generative AI, Pinball media credibility and investigation methodology

### Sentiment

**Negative** (-0.72) — Article is investigative and critical of Harry Potter artwork quality; cites widespread community skepticism about AI use; industry artists express concern about AI in creative fields. However, tone is balanced and measured—author acknowledges uncertainty, praises Guarnieri's response, and notes production complexity may explain issues. Concludes with call for transparency rather than accusation.

### Signals

- **[business_signal]** JJP faces public perception crisis regarding artistic authenticity and transparency in production process; potential damage to brand positioning as premium luxury manufacturer (confidence: high) — Widespread community skepticism despite official denial; working artists mostly convinced AI was used; author unable to reach definitive conclusion even after extensive investigation
- **[sentiment_shift]** Strong skepticism within pinball creative community about JJP's denial; multiple working artists believe AI was used despite official company statement (confidence: high) — Anonymous artist willing to 'bet large sum of money' on AI use; artist assumed JJP aware given Guarnieri's 2024 pro-AI comments; 15 pages of forum discussion; artwork itself cited as unconvincing to professionals
- **[product_concern]** Community concern about undisclosed AI use in pinball artwork eroding trust in creative authenticity of luxury handcrafted products (confidence: high) — Working artists express skepticism; Bumpergeist analysis generated 6,500+ views; cross-platform discussion on Pinside, Reddit, Discord, Patreon, Facebook; author notes 'murky artistic provenance only erodes that trust'
- **[design_philosophy]** Harry Potter pinball artwork exhibits multiple specific visual errors interpreted as indicators of AI generation: derpy dragon rendering, train wheels misaligned with tracks, incorrect Quidditch jersey numbering (2), Big Ben rendered with seconds hand (confidence: high) — Author examined photo evidence and confirmed details with working artists; specific visual anomalies documented in community thread and acknowledged even by JJP official
- **[leak_detection]** Detailed analysis of Harry Potter artwork anomalies published on obscure Tilt Forums by previously unknown community member, attracting exponential attention across pinball media landscape (confidence: high) — Thread grew from 100 to 6,500+ views; shared on Bluesky, Reddit, Discord groups, Pinside, Facebook; Noah Crable flagged to Pinball Media & Creators Discord; multiple sources confirmed analysis plausibility
- **[community_signal]** Jesper Abels, artist with background in digital art and web3/NFT communities, credited on Harry Potter pinball artwork; non-responsive to questions about AI use (confidence: medium) — Author researched Abels' background and sent direct question about his work; no response as of publication; web3/NFT background suggests familiarity with AI/generative tools
- **[product_concern]** Execution of Harry Potter artwork falls short of promised handcrafted refinement; multiple visual gaffes conflict with launch messaging emphasizing hand-drawn quality (confidence: high) — Designer Eric Meunier stressed hand-drawn artwork importance in launch featurette; community consensus that visual errors indicate production issues or corners cut
- **[technology_signal]** Generative AI image generation reaching mainstream capability level where artwork is becoming difficult for even professionals to distinguish from human-created work; creating industry-wide authenticity questions (confidence: high) — Bumpergeist describes evolution of AI image generation over past years reaching point where 'we've all been fooled by an AI image, or will be'; working artists note standardization of aesthetic across AI outputs

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## Transcript

Note: we have published a follow-up on 6.27.25 to this story with additional comments from Jersey Jack, Jesper Jesper Abels and Jack Guarnieri. Read it here.
Just when it seemed the Harry Potter launch from Jersey Jack Pinball couldn’t get more controversial, on Sunday, a previously unknown pinball enthusiast broke open what could wind up being the biggest pinball scandal of the year.
Bumpergeist, as the user goes by on the obscure (even by pinball standards) Tilt Forums website (think of it as a Pinside for the tournament crowd), is European and grew up with pinball in the ‘90s.
They have pinball books in their collection and seek out location games whenever they travel.
They create art and work in graphic design for a living.
They have a pinball machine in their living room, but I’m not supposed to know what game.
Fitting stuff for such a mysterious figure in the community.
These are things I learned in conversation with Bumpergeist this week following their detailed analysis of the playfield and cabinet artwork of Jersey Jack’s latest release, Harry Potter pinball.
Tilt Forums has historically been a place I’ve lurked more than participated, so it’s not a source that’s in my regular monitoring rotation. However, as luck would have it, one of our main contributors, Noah Crable, helps maintain all the game rule sheets there and flagged the new thread for me in our Pinball Media & Creators Discord group on Monday morning.
At the time, I think the thread had 100 views.
It was a compelling read, but I wasn’t quite ready to pursue the story following the heated pushback I got after covering the J.K. Rowling discourse in the community (JJP and Pinside regularly deleting comments on the discussion didn’t exactly help either, but that’s another story for another time).
But the thread kept cropping up. I shared it on our Bluesky account. Someone else posted it to Reddit. Kaneda shared photos from it. I saw it in various pinball Discord groups and Patreon chats. It made its way to Pinside and eventually Facebook.
Suddenly, it had jumped from 100 views to 3,000.
More people with expertise weighed in and confirmed the details that seemed plausible, but I still wasn’t 100% confident about publishing.
I researched artist Jesper Jesper Abels and learned more about his background in digital art and web3 (NFT) communities. I also sent him a direct question about his work on the project, which, as of publishing, he has not responded to.
I thoroughly examined the photo evidence, videos, and launch write-ups, comparing them with my own knowledge and experiences from tracking the development of generative AI technology and experimenting with it regularly over the last few years.
I talked to working artists in the industry.
One who said they thought there was AI filler work present, but that most players wouldn’t notice. They also made it a point to remind me that we don’t always know the inner workings of the licensor/licensee relationship and how final assets get produced and approved.
Another artist wouldn’t 100% confirm that AI was used in the artwork, but would be happy to bet a large sum of money on it.
When I asked that artist if they thought JJP was aware of its use in the project, they assumed they would have been, in light of Jack Guarnieri’s comments on the emerging tech in a 2024 panel presentation at Pintastic New Robert Englunds. When asked if he thought AI had a place in pinball, Jack said:
“Personally, I do. I think AI is gonna revolutionize everything. I mean, it's bigger than when the internet happened…I think it'll create a lot of jobs. I think it'll change people's lives. I could see it in pinball for a lot of different things.”
I read 15 pages of forum comments. Including many by an artist who worked on several of the first Harry Potter films.
From every angle I approached this story, I kept landing in the same place: Bumpergeist was more right than wrong. Whether due to production complexity, oversight, or license restrictions, the final artwork missed the mark.
How else could you print playfields with a derpy looking dragon. Or a Hogwarts Express with car tires for train wheels that don’t quite fit on the tracks. And Ron Weasley’s Quidditch jersey number (2, by the way) as fabric accoutrements to the sleeve of his uniform. Or a rendering of Big Ben with a seconds hand.
None of it reflected the passion for handcrafted refinement the launch interviews promised.
This was only compounded by game designer Eric Meunier stressing the importance of hand-drawn artwork and how that led him to work with artist Jesper Jesper Abels in the game’s launch featurette video.
Still, making pinball machines is a famously difficult endeavor, and who knows what happened behind the scenes with the production team, the artist, the licensor and any other affiliated hands that might have touched it along the way.
Jersey Jack Guarnieri Weighs In
I was able to get a hold of Jack Guarnieri for official comment from the company. Jack was in the middle of a 6-hour, 5-train journey through the UK to attend a release event at distributor Pinball Heaven, so our conversation was brief.
However, Jack was adamant that AI had not been used for this art package, first offering, “I can tell you that the artwork product you see was all hand-drawn over hundreds of hours, weeks and months.”
When pressed, he elaborated.
“We used the images from the Style Guide and created an adaptive version in the artist's style, which he hand-painted.
In JJP licensed games, our artists can only interpret the Style Guide artwork fractionally. After all, Harry Potter still needs to look like Harry Potter and get approvals.
Hundreds of hours of work was performed on the art package produced. Not including MinaLima.
AI was not used. No corners were cut, no expense was spared. All three model games are stunningly beautiful.”
I’m not always inclined to take people at face value in these situations, but I do think it would be strange for Jack to double down on the no AI art stance if that wasn’t the truth of the matter.
Still, I asked Bumpergeist a lot more questions. Part of me wanted to discredit the person, but they kept providing what I could see were authentic answers.
I asked about their work history and how they would be so knowledgeable about AI models.
“I’m an artist and a graphic designer. When all the generative boom happened a few years ago, I was keen to see what could be done with it. Every month, something new happened, could we ever be fooled by a computer-made photo done by someone in their bedroom? The answer is now yes. By pure curiosity, I was following closely the ever-updating capabilities of image generation, I witnessed what models were popular and why, what were the things they were good at, what were their limits, people shared their workflows and the tricks to get better results.”
I asked if they had suspected AI use in other art packages for recent commercial releases.
“When Dungeons & Dragons came out… Let’s say that some visuals aesthetics were a bit… familiar. When I looked at the horde just above the flippers… Some backgrounds used in the animations on screen… Some textures and colour choices… add to that the fact that the visuals have multiple styles mixed together surely does not help. But again, AI has been trained on human art, so what do I know. Regarding King-Kong, it’s the other way around, the thing that struck me was the colours used for the cabinet. It’s like an artist imitating what colours an Ai would choose, we’ve gone full circle. But the artist used 3D models for reference like the planes and the buildings so it’s handmade.”
I also wanted to get a sense for their feelings on AI use in creative fields broadly, and how it could be applied to pinball in a way that didn’t detract from people’s expectations of a luxury, hand-made product.
“I’m not a Luddite. To me it’s a tool. Photography did not replace oil painting. Everyday there’s new ways of cutting costs. It can help some visual fields for things like general inspiration or ideas for compositions…For us to be amazed by something, we have to not know the trick. When you look at a wonder of craftmanship, it’s like this thing just landed on earth, there’s no traces of the human touch. We’ve all been fooled by an AI image, or will be at one time, what will be your reaction after learning that it’s been made by a machine is the real conundrum. You learn that the poster that you love and put in your room 10 years ago is AI. Do you still like that image? What do you think when you look at it?”
One of the working artists I spoke with (who asked to remain anonymous) put things a little more bluntly.
“I hate the idea of it [generative AI in creative fields]. There are plenty of people interested in developing an art practice and each artist has a style that is unique to them, even when copying another artist. Generative AI is just that. A standardization of what computers perceive as artistic, for most of the population.”
They added, “AI tools can be useful, I get that, for example in medical research. Can we just let artists be artists? Pinball is such a niche hobby, there is really no need for AI in the art department. Creativity is such a human thing, and some of us will make sacrifices in order to just create art.”
The Tilt Forums thread is now up to 6,500 views and there are still ongoing discussions happening on Pinside about the issue.
Even after speaking with Jack himself, I’m not entirely sure we have the definitive story at this point in time. If it’s true that no AI was used in the creation of the game’s art assets, then how do you explain some of the more egregious visual gaffes? Why are creative professionals mostly convinced AI was used somewhere in the process?
It could be these were all hand-drawn artistic interpretations culled from a library of licensed assets and modified to create a cohesive look for the game. I can talk myself into that. Still, though, the execution, for a lot of people in the community anyway, leaves a lot to be desired.
It’s possible we’ll learn more in the coming days and weeks about the intricacies of the production process of this game.
If there’s a lesson to be learned here, it’s that people within and outside of pinball are wary about the rise of AI technology and how it gets used to augment or supplant human work, particularly in creative fields. It would be beneficial for manufacturers to be as transparent as possible in future projects when generative AI outputs are used in place of work that would otherwise be assumed to be coming from human minds and hands.
In an increasingly AI world, trust in creative authenticity matters. Especially in pinball, a medium revered for its handcrafted artistry. Murky artistic provenance only erodes that trust.

_(Acquisition: web_scrape, Enrichment: v1)_

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*Exported from Journalist Tool on 2026-04-13 | Item ID: f98a6f96-216a-4681-93d1-d5e01bfb1627*