Big Walk AI Usage: What House House Actually Used Generative AI For

House House published an AI section in the Big Walk FAQ (archived copies suggest it was added some time after October 23, 2026) and sent the same statement to the press. The key lines:

“In the final stretch of Big Walk’s development, LLMs were used sparingly by House House to help work through difficult technical challenges and bugs.”

“In some cases, snippets from LLM responses were copied as a starting point to be modified into game code—we’d estimate that well under 0.1% of Big Walk’s code had anything to do with this usage, and generative AI was not used in any other context when making the game.”

The studio says the main use was research: asking chatbots about problems in third-party code. Its example was a Unity Universal Render Pipeline (URP) bug where shadow casters behind the player were treated as infinitely far away, making the game run about 50% slower for roughly 20 seconds at sunrise and sunset. A chatbot suggested a fix, which the team heavily modified. The final change was about ten lines of code inside URP.

That kind of chatbot help runs on the same large language models covered in our guide to Anthropic’s Claude models and other AI labs.

On November 9, 2026, a group of 19 named jurors for the Independent Games Festival (IGF) 2027 awards said they would decline to vote for “any game that uses generative AI in any capacity”. The statement noted that other jurors had different views and significant reservations. The IGF awards are scheduled for March 3, 2027.

The juror statement did not name Big Walk. House House says its AI statement was originally written for its IGF submission, which is how judges learned about the LLM usage. The studio wrote that it apologises “that Big Walk’s LLM usage may not meet their standards” and that it supports “the work of those who are trying to limit the harm generative AI is doing to videogames and our world.”

Was Big Walk disqualified? No. A social media post claimed it was, but no festival document says so. The question for those 19 jurors is whether ten lines of chatbot-assisted code counts as using generative AI “in any capacity”. Strictly read, it does.

House House says it made no disclosure on Steam because “the platform does not request disclosure of code or chatbot usage.” That matches Valve’s rules.

In January 2026, Valve rewrote its AI disclosure form to focus on AI-generated content that players consume: art, sound, story and other content shipped in the game, plus live-generated content. Efficiency tools used behind the scenes, such as code assistants, do not need to be disclosed.

So Big Walk followed Steam’s rules, but some players and jurors want a stricter standard than Valve sets. The same tension showed up in the Arc Raiders AI voice controversy, where the AI was player-facing.

Big Walk launched on August 4, 2026 for Windows and Mac, published by Panic, to a Metascore of 91. After the disclosure spread, recent Steam reviews turned sharply negative: on November 10, 2026, reviews posted that day were 36% positive, with 156 negative reviews in a single day (up from a handful a day before). That is a one-day count, not the game’s overall rating.

The debate splits two ways:

• “It’s nothing.” Asking a chatbot about an engine bug is like searching a forum, and ten lines out of a whole game is a rounding error.
• “Disclose from day one.” Critics say the studio should have been open before the awards row, and object to AI on environmental and labour grounds (see how much water AI data centers use).

House House itself landed in the middle: “This is not an endorsement of, or argument for, the use of AI tools, however minimal,” and Big Walk “was developed without an internal AI usage policy in place, and we consider that lack of policy a failure.” It says it will write a fuller policy going forward.