Generative AI is creeping deeper into game development, but mostly in places players never see. According to The Verge AI, the GDC Festival of Gaming’s latest annual industry survey found that 40 percent of developers now use generative AI “as part of their job,” up from 36 percent in 2025. The bigger story sits underneath that number. Adoption is splitting by business model, and the tools are winning the back office long before they reach the screen.
Where the AI Is Actually Showing Up
The survey breakdown, as reported by The Verge AI, shows developers using AI for thinking work, not art:
- 73% use it for research and brainstorming
- 62% use it for data analysis and summarization
- 56% use it for code generation and debugging
- 22% use it for concept art or visual ideation
- 8% use it for production art or final game assets
That drop-off matters. Most developers treat AI as a research assistant and coding partner. Very few let it make what players actually see. Final art is still where the backlash is loudest, so studios keep it human.
The Mobile and Free-to-Play Split
Usage jumps when you look at specific parts of the industry. Fifty-eight percent of developers working on free-to-play games use generative AI, and among mobile-only studio workers it reaches 70 percent.
That makes sense. Free-to-play and mobile games run on constant content updates, live ops, A/B testing, and thin margins. Speed and volume decide who wins there. Premium and indie games sell on craft and authorship, and that’s where the pushback has been strongest.
So don’t expect one industry-wide AI moment. Expect a split: high-volume studios go AI-first while premium and indie studios keep AI out of sight or out entirely.
Two Very Different Views
The debate is getting sharper. Many developers, indie creators especially, have come out strongly against the technology. Even light use is now controversial. Big Walk developer House House drew attention in indie awards conversations for using LLMs “sparingly” to solve technical problems in the “final stretch” of development.
Xbox is pulling the other way. In a Thursday post, Xbox CEO Asha Sharma wrote that “a small team will be able to build worlds that today demand hundreds of developers and hundreds of millions of dollars.”
That claim deserves some caution. It’s a vision from a platform owner with a direct stake in cheaper content, and no shipped game has proved it yet. The survey data actually points somewhere less dramatic: AI is speeding up research and code, not replacing whole art departments.
The Layoff Backdrop
The survey also carries a heavy number. Thirty-four percent of respondents said they’ve been laid off at some point in the past two years. That’s the context for every AI conversation in gaming right now. When an executive talks about tiny teams building massive worlds, developers who just lost their jobs hear a staffing plan. That fear explains a lot of the anger, and studios that ignore it will struggle to bring their teams along.
The Future Cast: What the Next 1-3 Years Likely Look Like
Here’s my read on where this goes:
- Adoption keeps climbing, slowly. A four-point yearly gain suggests gradual normalization, not a sudden flood. Something near 50 percent within two years looks plausible, led by mobile.
- Disclosure becomes a fight. Awards bodies, storefronts, and players will push for clearer labels on AI use, and the House House episode shows even minor use draws scrutiny.
- Code goes first, art goes last. Engineering and data workflows will absorb AI quietly. Final assets will remain the line most studios won’t cross publicly.
- Small teams get bigger ambitions. Even if Sharma’s vision is overstated, smaller studios will use AI to punch above their headcount on tooling and prototyping.
What Studios and Practitioners Should Do Now
- Start with low-risk, high-return work. Research, summarization, debugging, and internal tooling deliver value without public backlash.
- Write an AI policy before you need one. Spell out what’s allowed, what’s disclosed, and what stays human.
- Be honest with your team. Show how AI fits into roles instead of replacing them, or trust will erode fast.
- Know your audience. A mobile live-ops game and a premium indie title face very different player expectations.
The gaming industry is running a live experiment in how creative fields absorb AI. Other creative industries should be watching closely. Full survey details are available in The Verge AI’s original report.