AI in gaming: Developers worried by generative tech

“I’m very aware that I could wake up tomorrow and my job could be gone,” says Jess Hyland.

The video game artist says the industry she’s spent almost 15 years working in is on “shaky” ground at the moment.

A boom in players and profits during the pandemic sparked a flurry of investments, expansions and acquisitions that, in hindsight, now look short-sighted.

Gaming remains profitable, but thousands of workers worldwide have lost their jobs, and successful studios have been shut down over the past two years.

More closures and cuts are feared.

“Everyone knows someone who’s been laid off. There’s lots of worry about the future,” says Jess.

Some bosses are talking up the potential of generative AI – the tech behind tools such as ChatGPT – as a potential saviour.

Tech giant Nvidia has shown off impressive development tool prototypes, and gaming industry heavyweights such as Electronic Arts and Ubisoft are investing in the tech.

It’s claimed AI tools can save development time, free workers up to focus on creativity and provide a more personalised user experience.

With budgets at the blockbuster end of the industry spiralling as audience expectations rise with them, it sounds like a perfect solution.

But not to everyone.

“The people who are most excited about AI enabling creativity aren’t creatives,” says Jess, a member of the Independent Workers Union of Great Britain’s game workers branch. She sits on its artificial intelligence working group.

Against the backdrop of widespread layoffs, Jess says the suspicion among workers is that bosses see AI as a path to cutting costs when labour is their biggest expense.

Jess says she knows one person who’s lost work due to AI, and has heard of it happening to others.

There are also dozens of accounts online suggesting that jobs in concept art and other traditionally entry-level roles have been affected.

Most firms making AI tools insist they’re not designed to replace humans, and there’s broad agreement that the technology is a long way from being able to do so.

Jess says the bigger worry is that “jobs are going to change, but not in a good way”.

Rather than creating their own material, says Jess, artists worry they could end up supplementing AI’s efforts, rather than the other way around.

Publicly available AI image generators, for example, can quickly output impressive-looking results from simple text prompts, but are famously poor at rendering hands. They can also struggle with chairs.

“The stuff that AI generates, you become the person whose job is fixing it,” says Jess. “It’s not why I got into making games.”

Gaming is a multibillion-dollar business but it’s also an artistic medium that brings together artists, musicians, writers, programmers and actors, to name just some.

A frequent concern is that AI will serve to minimise, rather than enable, the work of those creatives.

It’s a view echoed by Chris Knowles, a former senior engine developer at UK gaming firm Jagex, known for its Runescape title.

“If you’re going to have to hire actual human artists to fix the output, why not harness their creativity and make something new that connects with players?” he says.

Chris, who now runs UK indie studio Sidequest Ninja, says that in his experience smaller developers are generally unenthusiastic about using generative AI.

One of his concerns is around cloned games.

Online game stores – where indie developers make most of their sales – are rife with imitations of original titles.

This is especially true of mobile games, says Chris, and there are studios set up “entirely to churn out clones”.

It’s not yet possible to rip off a whole game using AI, he says, but copying assets such as artwork is easily done.

“Anything that makes the clone studios’ business model even cheaper and quicker makes the difficult task of running a financially sustainable indie studio even harder,” says Chris.

He also points to the huge amounts of electricity required to run generative AI systems as a big concern.

Copyright concerns over generative AI – currently the subject of several ongoing legal cases – are one of the biggest barriers to its wider use in gaming right now.

Tools are trained on vast quantities of text and pictures scraped from the internet and, like many artists, Jess believes it amounts to “mass copyright infringement”.

Some studios are exploring systems trained on internal data, and third parties advertising ethical tools that claim to work off authorised sources are springing up.

Even then, the fear is that AI will be used to turn out assets such as artwork and 3D models at scale, and the expectation on workers will be to produce more output.

“The more content you can make, the more money you can make,” says Jess.

Some in the industry are more positive about AI.

Composer Borislav Slavov, who won a Bafta Games Award for his work on Baldur’s Gate 3, told the BBC he was “excited about what AI could bring to the table for music in the near future”.

Speaking at the recent Games Music Festival in London, he said he believed it would enable composers to “explore music directions faster” and push them out of their comfort zones.

“This would allow the composers to focus way more on the essence – getting inspired and composing deeply emotional and strong themes,” he said.

However, he did agree that AI could not “replace the human soul and spirit”.

While she has serious personal reservations about using the tech to “automate creativity”, Jess says she wouldn’t be against using it to bear the burden of some of the more repetitive admin tasks that are a feature of most projects.

The AI industry is currently trying to reassure governments and regulators over concerns about its future use, as shown by a recent law passed by the EU

It will also have to work hard to win over another group – gamers.

Online shooter The Finals received a backlash over its use of synthesised voice lines, and developer Square Enix was criticised for the limited use of generated art in its multiplayer game Foamstars.

Jess believes growing talk about AI has made gamers “think about what they love about games and what’s special about that – sharing experiences crafted by other humans”.

“I’m still putting something of myself into it and I think there’s a growing recognition of that.”

Indie developer Chris adds: “If you train a generative model on nothing but cave paintings, all it’ll ever give you will be cave paintings.

“It takes humans to get from there to the Sistine Chapel.”

Additional reporting by Laura Cress.