Public Steam disclosure research24,658 disclosures tracked
Where do games disclose AI use?
Search developers’ Steam disclosures, compare classified AI use across
games, and follow recorded changes.
This index adds cross-game classifications and statistics to
statements published on individual store pages.
Groups reflect automatic analysis of public disclosures; mature records are excluded. These counts do not measure AI use across all of Steam.
Missing or unclear statements cannot establish whether a game uses AI.
Pre-generated AI-assisted imagery is used for two in-game environment textures (an aged wall and a steel door surface) and for source artwork used in Steam store capsules. All outputs were reviewed and edited by the developer. The game does not generate content during play and does not connect to an external AI service.
Please note that non-Japanese localization is currently generated by AI. I plan to replace this with professional human localization in the future.
Furthermore, one sound effect was created using AI.
All other elements have been meticulously crafted by myself.
AI tools were used during development to assist with the creation of product box artwork and textures, as well as sound effects. All AI-assisted assets were reviewed and integrated by the developer. The game does not generate AI content during gameplay.
Some assets in this game were created with generative AI during development: 3D models of characters and props (including some of their animations), and images such as textures and illustrations. All of them were selected and adjusted by the developers before being used in the game. No content is generated by AI while the game is running.
Some paintings and NPC textures in this game were generated using AI. These elements are used purely for visual and aesthetic purposes and have no impact on gameplay. There is no live or real-time AI generation during gameplay.
Artificial intelligence was used to generate our Steam achievement icons and some of our localizations.
We're a small independent team of two self-taught developers. If you'd like to help us replace this content on a voluntary basis, please contact us on Discord or email us at contact@milkycocogames.com.
A small language model (Google's Gemma 3 270M) runs entirely on the player's computer, with no network connection. It writes short lines of villager small talk, the ritual oracle's one- or two-sentence hint after a failed ritual, and routine filler records in the in-game archive, and it chooses which of our pre-written dialogue lines fits the moment.
Guardrails: the player never types to the model — there is no text input anywhere in the game. Every prompt is a fixed template we wrote, filled in from game state such as a character's name, the time of day and the current quest. Output is short by construction (hard token caps, and lines over a few words are cut or discarded); lines that read as narration, stage directions or an assistant speaking are rejected; dialogue choices are constrained to our own authored lines. Any failure falls back to written lines. Players can turn the model off in Settings, and the game plays identically on written lines alone.
Generative AI was used during development to create select environmental artwork, including some fictional posters and signage appearing within the game. These assets were reviewed and curated by the developers before inclusion in the final game.
Part of the game's text, including the German, French and Spanish translations, and the store page descriptions were written with the help of AI tools. The paintings are public-domain works by real artists.
This game was made with the help of generative AI.
AI tools were used during development to create visual assets, sound and music, parts
of the source code, and the translations of this page and the in-game text. Everything
was chosen, edited and assembled by hand before release.
Nothing is generated while you play — all content ships with the game.
The altered paintings ("forgeries") were made by editing public-domain museum scans with generative AI image tools. Each one was reviewed by hand, colour-matched to its original scan and, where possible, composited back onto that scan so that only the altered detail differs. Some in-game English text (the questions that appear beside the paintings) and parts of this store description were drafted with an AI writing assistant and edited by the developer. The capsule art and screenshots are frames rendered by the game itself; the capsule art shows one of the AI-edited paintings. Nothing is generated by AI while the game runs.
The game's story, design and text were created by the developer. Generative AI was used as an assistant when writing the text of this store page and of the game, and to translate it into 12 languages; all of it was reviewed and edited by the developer. One song on the car radio ("Broken Hearts and Blue Moons", licensed from Pixabay) was produced by its author with generative AI. No content is generated while you play.
Generative AI tools were used during development to assist in the creation of some visual and 3D assets. All generated content was reviewed, edited, and integrated by the developer.
Generative AI tools were used during development to assist with the creation of some pre-generated visual artwork. AI-assisted artwork is substantially edited, painted over, composited, and finalized by the developer before inclusion in the game. No generative AI is used to create content during gameplay.
Some background environment props and their textures (signage, lamps,
surfaces, decals and small set-dressing objects) were generated with AI
assistance, using AI written procedural code rather than an image or mesh
generator. They ship with the game as scenery.
Everything else is the developer's own work: all writing and in-game text,
game design, game code, audio and sound design, the visual identity, and all
store page art.
No AI generated content is produced while the game is running.
Generative AI tools were used to assist with the creation and refinement of some pre-generated 3D assets and localization. All AI-assisted content was reviewed, edited, and integrated by the developer. The game does not use generative AI to create content during gameplay.
・Some of the posters were created using generative AI (ChatGPT and Gemini).
・Some of the voices were created using generative AI (Ondoku).
・The translations were created using generative AI (Gemini).
Generative AI was used during development to create certain pre-generated visual assets and character textures included in the game, as well as to assist with translation into certain languages (French, German, and Spanish). These assets are created during development and are integrated into the game; there is no real-time AI content generation during gameplay.
AI-assisted programming tools were used during development to help write game code. Generative AI was also used to create or assist with portions of the artwork and logo, music, sound effects, written text, and localization in the game and its store and marketing materials. These uses take place during development and content production. The game does not use AI to generate content or code during gameplay and does not connect to external AI services during gameplay.
AI tools were used to assist with writing and reviewing game code during development. No AI-generated art, audio, or narrative content ships in the final game.
Generative AI was used to assist with programming during development and to help draft and translate portions of the Steam store page. No AI-generated content or code is created during gameplay.
Generative AI was used during development to create some images, in-game assets, and voices. This includes artwork used on the Steam store page and in promotional materials.
Generative AI tools were used during development to create pre-generated artwork
and visual assets used in the game and its Steam store materials.
All AI-generated assets included in the final game were reviewed and selected by
the developer before use.
No generative AI content is created during gameplay, and the game does not connect
to any external AI services.
Generative AI was used to create some pre-generated artwork for the game's Steam store page and marketing materials. The game itself does not generate AI content during gameplay.
This game was vibe coded in C++ with Claude Code Opus 5, and some GPT-6 Astra while I operated Unreal Engine 5.7. Many of the assets were purchased at fab.com, and the voices are from elevenlabs.io. Call it shovelware if you like, I had fun shoveling.
Generative AI was used in two areas for this project: First, 2D character artwork hand-drawn by a human artist was converted into 3D models using AI-powered tools. Second, AI was used for the localization and translation of the game's text into multiple languages. All other game assets, including sound design, music, and the core story, were created entirely without the use of AI.
Generative AI was used as a design assistant for the title logo. The generated layout was reviewed, edited, and incorporated by the developer. No content is generated during gameplay.
Generative AI was used during development to help create some of the game's 3D models, music, sound effects, and program code, as well as to draft or revise portions of the in-game text and translate in-game text into English.
The store page also includes image assets created using generative AI. Generative AI was also used to help write the store description and translate it into English.
Pre-generated AI-assisted imagery is used for two in-game environment textures (an aged wall and a steel door surface) and for source artwork used in Steam store capsules. All outputs were reviewed and edited by the developer. The game does not generate content during play and does not connect to an external AI service.
Please note that non-Japanese localization is currently generated by AI. I plan to replace this with professional human localization in the future.
Furthermore, one sound effect was created using AI.
All other elements have been meticulously crafted by myself.
AI tools were used during development to assist with the creation of product box artwork and textures, as well as sound effects. All AI-assisted assets were reviewed and integrated by the developer. The game does not generate AI content during gameplay.
Some assets in this game were created with generative AI during development: 3D models of characters and props (including some of their animations), and images such as textures and illustrations. All of them were selected and adjusted by the developers before being used in the game. No content is generated by AI while the game is running.
Some paintings and NPC textures in this game were generated using AI. These elements are used purely for visual and aesthetic purposes and have no impact on gameplay. There is no live or real-time AI generation during gameplay.
Artificial intelligence was used to generate our Steam achievement icons and some of our localizations.
We're a small independent team of two self-taught developers. If you'd like to help us replace this content on a voluntary basis, please contact us on Discord or email us at contact@milkycocogames.com.
A small language model (Google's Gemma 3 270M) runs entirely on the player's computer, with no network connection. It writes short lines of villager small talk, the ritual oracle's one- or two-sentence hint after a failed ritual, and routine filler records in the in-game archive, and it chooses which of our pre-written dialogue lines fits the moment.
Guardrails: the player never types to the model — there is no text input anywhere in the game. Every prompt is a fixed template we wrote, filled in from game state such as a character's name, the time of day and the current quest. Output is short by construction (hard token caps, and lines over a few words are cut or discarded); lines that read as narration, stage directions or an assistant speaking are rejected; dialogue choices are constrained to our own authored lines. Any failure falls back to written lines. Players can turn the model off in Settings, and the game plays identically on written lines alone.
Generative AI was used during development to create select environmental artwork, including some fictional posters and signage appearing within the game. These assets were reviewed and curated by the developers before inclusion in the final game.
Part of the game's text, including the German, French and Spanish translations, and the store page descriptions were written with the help of AI tools. The paintings are public-domain works by real artists.
This game was made with the help of generative AI.
AI tools were used during development to create visual assets, sound and music, parts
of the source code, and the translations of this page and the in-game text. Everything
was chosen, edited and assembled by hand before release.
Nothing is generated while you play — all content ships with the game.
The altered paintings ("forgeries") were made by editing public-domain museum scans with generative AI image tools. Each one was reviewed by hand, colour-matched to its original scan and, where possible, composited back onto that scan so that only the altered detail differs. Some in-game English text (the questions that appear beside the paintings) and parts of this store description were drafted with an AI writing assistant and edited by the developer. The capsule art and screenshots are frames rendered by the game itself; the capsule art shows one of the AI-edited paintings. Nothing is generated by AI while the game runs.
The game's story, design and text were created by the developer. Generative AI was used as an assistant when writing the text of this store page and of the game, and to translate it into 12 languages; all of it was reviewed and edited by the developer. One song on the car radio ("Broken Hearts and Blue Moons", licensed from Pixabay) was produced by its author with generative AI. No content is generated while you play.
Generative AI tools were used during development to assist in the creation of some visual and 3D assets. All generated content was reviewed, edited, and integrated by the developer.
Generative AI tools were used during development to assist with the creation of some pre-generated visual artwork. AI-assisted artwork is substantially edited, painted over, composited, and finalized by the developer before inclusion in the game. No generative AI is used to create content during gameplay.
Some background environment props and their textures (signage, lamps,
surfaces, decals and small set-dressing objects) were generated with AI
assistance, using AI written procedural code rather than an image or mesh
generator. They ship with the game as scenery.
Everything else is the developer's own work: all writing and in-game text,
game design, game code, audio and sound design, the visual identity, and all
store page art.
No AI generated content is produced while the game is running.
Generative AI tools were used to assist with the creation and refinement of some pre-generated 3D assets and localization. All AI-assisted content was reviewed, edited, and integrated by the developer. The game does not use generative AI to create content during gameplay.
・Some of the posters were created using generative AI (ChatGPT and Gemini).
・Some of the voices were created using generative AI (Ondoku).
・The translations were created using generative AI (Gemini).
Generative AI was used during development to create certain pre-generated visual assets and character textures included in the game, as well as to assist with translation into certain languages (French, German, and Spanish). These assets are created during development and are integrated into the game; there is no real-time AI content generation during gameplay.
AI-assisted programming tools were used during development to help write game code. Generative AI was also used to create or assist with portions of the artwork and logo, music, sound effects, written text, and localization in the game and its store and marketing materials. These uses take place during development and content production. The game does not use AI to generate content or code during gameplay and does not connect to external AI services during gameplay.
AI tools were used to assist with writing and reviewing game code during development. No AI-generated art, audio, or narrative content ships in the final game.
Generative AI was used to assist with programming during development and to help draft and translate portions of the Steam store page. No AI-generated content or code is created during gameplay.
Generative AI was used during development to create some images, in-game assets, and voices. This includes artwork used on the Steam store page and in promotional materials.
Generative AI tools were used during development to create pre-generated artwork
and visual assets used in the game and its Steam store materials.
All AI-generated assets included in the final game were reviewed and selected by
the developer before use.
No generative AI content is created during gameplay, and the game does not connect
to any external AI services.
Generative AI was used to create some pre-generated artwork for the game's Steam store page and marketing materials. The game itself does not generate AI content during gameplay.
This game was vibe coded in C++ with Claude Code Opus 5, and some GPT-6 Astra while I operated Unreal Engine 5.7. Many of the assets were purchased at fab.com, and the voices are from elevenlabs.io. Call it shovelware if you like, I had fun shoveling.
Generative AI was used in two areas for this project: First, 2D character artwork hand-drawn by a human artist was converted into 3D models using AI-powered tools. Second, AI was used for the localization and translation of the game's text into multiple languages. All other game assets, including sound design, music, and the core story, were created entirely without the use of AI.
Generative AI was used as a design assistant for the title logo. The generated layout was reviewed, edited, and incorporated by the developer. No content is generated during gameplay.
Generative AI was used during development to help create some of the game's 3D models, music, sound effects, and program code, as well as to draft or revise portions of the in-game text and translate in-game text into English.
The store page also includes image assets created using generative AI. Generative AI was also used to help write the store description and translate it into English.