The recent UK Games Expo (UKGE) 2026 hosted a stark reality check for the tabletop industry. While tech evangelists often paint artificial intelligence as an inevitable efficiency tool, a packed panel discussion in the NEC Board Room revealed a far more corrosive reality: generative AI is actively destroying the social contract between tabletop creators, publishers, and fans. Worse still, the mere fear of AI is draining the most precious resource independent roleplaying game publishers have: their time.
The panel, titled Generative AI and Tabletop and moderated by Evie Moriarty, Lead Game Designer at Modiphius Entertainment, brought together a diverse group of industry voices. The panel included AI researcher Dr Grace Feehan, RPG designer and union representative Corey Davis, professional illustrator Per Janke, MyMiniFactory community manager Matt Backa, and CJ Shearwood of Improbable Solutions, a software engineer who uses machine learning professionally. Conspicuously absent from the room was any voice willing to defend generative AI in a creative capacity. Instead, the conversation quickly pivoted to a sobering examination of industry paranoia, corporate over-correction, and the rise of “Shadow AI.”
The “AI Police” Tax on Independent Publishers
The most alarming revelation from the floor was the sheer amount of time and money independent publishers are being forced to spend defending themselves against AI allegations. The panel agreed that generative AI is not necessarily creating new systemic issues, but rather exacerbating pre-existing structural flaws in the tabletop industry. Bad actors who wish to cut corners, cheat creators, and underpay artists have always existed; generative AI simply hands them a faster, cheaper shovel.
However, the blowback from a hyper-vigilant community has created an entirely new operational bottleneck. When internet communities or fans accuse a small press publisher of utilising AI art or text, whether those accusations are accurate or entirely unfounded, the response pipeline obliterates the publisher’s schedule.
For an independent studio, proving a negative requires a massive expenditure of unbillable hours. Staff must halt actual development to pull up raw layered illustration files, cross-reference artist contracts, verify sketches, and draft public statements to stave off a community backlash that can permanently tank a crowdfunding campaign or retail launch. In an industry where most small presses operate as passion projects or micro-businesses, this “AI policing” tax is actively draining the financial reserves of the very people the community aims to protect.
The Poison of “Shadow AI” and Broken Trust
This environment of absolute scrutiny has given rise to what the panel termed “Shadow AI”, a phenomenon in which individuals or creators utilise machine learning tools in secret, keeping them entirely off the radar due to deep professional embarrassment or fear of public cancellation.
This culture of secrecy is actively poisoning peer-to-peer relationships within the creative community. Illustrators are looking at their peers’ output with unprecedented cynicism, wondering if a competitor’s speed or low pricing is the result of human work or automated assistance. Similarly, art directors and publishers commissioning freelance work are left second-guessing their contractors, terrified that a piece of hidden generative art might slip past their checks and trigger a catastrophic public relations crisis.
To combat this erosion of trust, some platforms are attempting to reward transparency rather than punish suspicion. Matt Backa highlighted an initiative by MyMiniFactory, which grants a “Soul Badge” to trusted community members who demonstrate a proven, highly verifiable track record of high-quality, human-made work. The philosophy here shifts the battleground: rather than burning infinite hours attacking or policing AI, the platform aims to actively celebrate and financially elevate human craftsmanship.
The Threshold: Where Do We Draw the Line?
The panel also exposed a massive gap between public sentiment and technological reality. While Dr Grace Feehan presented survey evidence demonstrating that consumers are overwhelmingly hostile toward generative AI in creative assets, stating that audiences actively avoid board games or roleplaying game books designed by machine learning, public tolerance shifts dramatically when the technology is used for logistical or administrative facilitation.
This dichotomy led to the panel’s most challenging concluding argument, which Moriarty raised towards the end of the session. If the tabletop community demands an absolute, zero-tolerance stance against AI, at what point does that claim become a mechanical lie?
Depending on how broadly a company defines the term, AI is already ubiquitous. It lives inside the spellcheckers and grammar tools used by writers. It drives the automated image optimisation and alt-text generation within professional layout software. It compresses website data so a publisher’s web store loads quickly on a mobile phone, drives the cybersecurity protocols that defend independent forums, and filters out viruses from community emails.
When a publisher boldly claims “No AI was used in the making of this game,” they generally mean no generative AI was used to replace human illustrators or writers. Yet, as the reaction from the UKGE audience made clear, many spectators remain completely unaware of just how deeply non-generative machine learning is woven into the standard digital pipeline.
With trillions of dollars being poured into machine learning globally and new models launching multiple times a year, the technology is advancing at a velocity that law, administration, and social norms cannot match. The tabletop industry is nowhere near resolving this internal conflict, making it highly probable that the exact same debate will pack out rooms at UKGE 2027. Unless, as CJ predicted, the corporate pyramid scheme of dodgy finance deals that underpins this yet-to-make-a-profit technology collapses horribly in the next few months.
