Consumer backlash and reputational risk. Gamers strongly dislike AI-generated content. According to Steam data cited by MacLean, a game labeled as using AI can see its review count drop by roughly 53%, with those reviews also skewing more negative . Publishers and studios are inserting no-AI clauses specifically to avoid the stigma and the resulting sales damage. A 2026 legal outlook from Linklaters notes that "consumer backlash … poses serious reputational risks: some studios have had to publicly commit against using Gen AI, whilst others have faced disqualification from industry awards"
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Contractual uncertainty and publisher control. Existing publisher agreements rely on clear copyright ownership of deliverables, but generative AI output blurs that chain . MacLean points out that if a developer injects AI-generated assets into a game, the publisher cannot reliably own or license those assets — and that breach can give the publisher grounds to void the entire development contract
. A Harvard law journal note explains that while copyright law is uncertain on AI-generated works, contract law may provide stopgap remedies for publishers, who can draft agreements that prohibit AI-generated content outright
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MacLean forecasts several outcomes across the legal, consumer, and industry fronts.
MacLean's core advice to game developers is blunt: "Don't touch it. It's not worth the legal liability" . The risk of voiding a publishing contract, facing copyright infringement liability, or destroying consumer trust outweighs any efficiency gain from generative AI tools.
Other legal experts agree. Video game lawyer Simon Allan told a London audience to "swerve generative AI" for key assets, noting that most jurisdictions will not grant copyright to AI outputs, making ownership impossible to secure . The legal consensus is clear: until copyright law catches up with the technology, generative AI is a liability for game development.
For developers already using or considering generative AI, the priority must be contract review. If your publishing agreement has a no-AI clause — and it likely does — using AI tools could be a material breach that ends your deal.