Public Steam disclosure research25,376 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.
This game uses AI as a writing assistant during development. The story, characters, world, game systems, and overall creative direction are original work by the developer, drawn from personal experience and extensive planning. AI was used to help draft, translate, edit, and refine dialogue based on the developer's outlines, ideas, and direction, with the developer reviewing, revising, and making final creative decisions on all text that appears in the game. AI was not used to generate any art, music, or audio assets.
The voices, music and sound effects were generated with AI audio tools (ElevenLabs) and then edited and mixed by the developer. The 3D world and the game itself were built with the help of an AI coding assistant. The trailers' narration also uses AI-generated voices. Nothing is generated by AI while you play.
This game contains pre-generated AI content, all reviewed and edited by the developer:
- Voice acting: every radio and PA line, in English and Turkish, is text-to-speech generated with ElevenLabs.
- Audio: most sound effects and the three music beds were generated with ElevenLabs.
- 3D art: some organic growth props were shaped with an image-to-3D pipeline (SDXL + Hunyuan3D), then UV-unwrapped, baked and finished by hand in Blender.
- 2D art: the still images in the narrated opening were made with an image model.
The game generates nothing with AI while it runs. The trailer, screenshots and capsule art on this page are in-game footage and in-engine captures.
The developer used generative AI to help write and translate (Japanese to English) the in-game and store page text. All text was reviewed and edited by the developer. No graphics, sound or music in the game are AI-generated, and no content is generated by AI while playing.
Some of the pixel art in the game (background scenes and character portraits) and the store page key art were created with the help of generative AI tools and then edited and assembled by hand. No AI content is generated while you play.
AI was used to translate the game for multi-language support. All other content, including art, animation, sound effects, and music, was either created by the developers or used under license.
Parts of the store-page text and a few short interface lines were drafted with an AI writing assistant and reviewed and edited by the developer. The game's literary text, English narration, music, sound design and visual design are human-made.
Shark Bait was made with AI assistance. AI assistants wrote the game's code, including the code that creates its 3D models, sound effects and music, so those were made by AI too. They also helped write the in-game text. The developer directed, played and reviewed all of it.
Generative AI was used to assist with portions of the Steam store page text, promotional image editing, and the creation of some in-game artwork. All AI-assisted content was reviewed and edited by the development team before inclusion in 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.
AI is used solely to assist with development, such as for some localization and the creation of internal tools.
The game does not include any features that automatically generate content in real-time during gameplay.
Store descriptions, in-game text (the hive's log) and their translations are drafted with an AI assistant and reviewed and edited by the developer.
No AI-generated images, audio or 3D assets: all visuals are captured from the game, built on licensed third-party assets.
Jump Bait was created using generative AI, including its code, visual assets, music, and written content. AI-generated content was created during development. The game does not generate AI content or connect to third-party AI services during gameplay.
Some of the text in this game was created with the help of generative AI tools.
- In-game text: Korean dialogue, stage narration and help text were drafted with an AI assistant, then rewritten and reviewed by the developer.
- Localization: the English text was produced with AI assistance and reviewed by the developer.
All artwork and UI icons are hand-authored by the developer, the sound effects are synthesized procedurally in code, and the background music is a licensed stock track. No AI runs during gameplay — all content is fixed at build time.
- Store page: the store description text was drafted with AI assistance and edited by the developer.
Generative AI was used during development to assist in the creation of some pre-generated visual and audio assets, as well as portions of promotional and store-page materials. All AI-assisted content is generated and reviewed during development and included as fixed content. No generative AI content is created during gameplay.
About Generative AI Content
We want to be transparent with our players about how AI was used during the development of this game:
Visual Art: Certain visual assets and background elements in this game were created with the assistance of generative AI tools, then reviewed and integrated by our team.
Code & Development: We utilized AI-powered coding assistant and large language models to help prototype, write, and optimize parts of the game's code to speed up development efficiency.
All AI-generated outputs shipped to players have been curated to ensure they meet our quality standards for your experience.
Generative AI tools were used throughout development to create all of the game's visual art assets and program code, as well as localization and promotional materials. All outputs were directed, reviewed, edited, tested, and integrated under the developer's supervision. The game does not generate AI content during gameplay or connect to external AI services.
Generative AI tools assisted with some pre-generated artwork, localization, and written copy during development. All included outputs were selected, reviewed, and edited by the developer before shipping. The game does not generate AI content during gameplay and does not connect to external AI services.
The artwork in this game was pre generated with AI tools, then cut, curated, corrected and animated by the developer before it shipped. This covers the character art, the city backdrops, the item and badge icons, and the store capsules. All code, level design, music and written text are the developer's own. No third party artwork was used as a source.
Suno (commercial rights) was used to generate the game's music and the hobo's spoken lines, then hand-selected and edited to match the tone of the game. The translated dialogues were produced with the assistance of a language model.
The game's design and direction are entirely my own. All visuals are generated procedurally by the game's own code.
Some of the 2D art and textures in this game were created with the help of generative AI tools. Generative AI was also used to assist with writing and translating parts of the in-game text. All AI-assisted content was reviewed and edited by the developer before release. No content is generated by AI while you play.
The developer used generative AI tools during the development process to assist with concept art and text translations. All final assets were reviewed and curated by the developer.
Generative AI was used to assist with the processing and enhancement of some images for atmospheric purposes. These images were then manually retouched and further edited by the developer before being used in the game.
Artwork used on the Steam store page was created with the assistance of generative AI and was subsequently manually edited, refined, and improved. AI tools were also used to assist with the localization of the Steam store page.
Generative AI was used in a limited, supporting role during development:
• Portions of this store page description were drafted with the help of AI text tools and then reviewed and edited by the developer.
• A small number of icons (used on the store page) were created with the assistance of AI image generation tools and refined by the developer.
The game itself does not use generative AI at runtime.
We use generative AI across all disciplines of game development with heavy amounts of human editing. That involves audio and visual art. We use it as a productivity tool so we can achieve a higher level of quality, faster, than we would have been able to.
Some store-page text and marketing images (capsules, screenshots, and similar key art) were drafted or generated with generative AI, then selected and edited by the developer.
The game itself is a hand-authored Unreal Engine title. Combat, physics, and play are not generated by AI while you play. There is no live generative AI in the build.
If later updates include AI-assisted in-game art or audio, this notice will be updated.
Marble Mill's text was written with generative AI assistance — the in-game strings, the achievement and perk descriptions, and this store page.
Nothing else is AI-generated. The mill is drawn by the game's own renderer rather than from image files: the build contains no art assets beyond the window icon, which a script in the project generates. Every chime is synthesised in code as it plays, so the game ships no audio files at all. And nothing is generated while you play — there is no AI model in the game and no calls out to one.
Generative AI was used to create some of the graphical assets used on the Steam Store page and promotional materials. The game itself does not use generative AI during gameplay.
The illustrations, the sound effects and the music in this game were created with the help of generative AI tools, then selected, edited, arranged and mixed by hand. Every cat and every bonus object was placed by hand. There is no live AI generation while the game is running: everything ships with the build and is identical for every player.
Generative AI tools were used as an assistive tool to draft and localize portions of the game's text and Steam store marketing copy. All outputs were reviewed, edited, and approved by the developer before inclusion. The game does not generate AI content while running.
This game uses AI as a writing assistant during development. The story, characters, world, game systems, and overall creative direction are original work by the developer, drawn from personal experience and extensive planning. AI was used to help draft, translate, edit, and refine dialogue based on the developer's outlines, ideas, and direction, with the developer reviewing, revising, and making final creative decisions on all text that appears in the game. AI was not used to generate any art, music, or audio assets.
The voices, music and sound effects were generated with AI audio tools (ElevenLabs) and then edited and mixed by the developer. The 3D world and the game itself were built with the help of an AI coding assistant. The trailers' narration also uses AI-generated voices. Nothing is generated by AI while you play.
This game contains pre-generated AI content, all reviewed and edited by the developer:
- Voice acting: every radio and PA line, in English and Turkish, is text-to-speech generated with ElevenLabs.
- Audio: most sound effects and the three music beds were generated with ElevenLabs.
- 3D art: some organic growth props were shaped with an image-to-3D pipeline (SDXL + Hunyuan3D), then UV-unwrapped, baked and finished by hand in Blender.
- 2D art: the still images in the narrated opening were made with an image model.
The game generates nothing with AI while it runs. The trailer, screenshots and capsule art on this page are in-game footage and in-engine captures.
The developer used generative AI to help write and translate (Japanese to English) the in-game and store page text. All text was reviewed and edited by the developer. No graphics, sound or music in the game are AI-generated, and no content is generated by AI while playing.
Some of the pixel art in the game (background scenes and character portraits) and the store page key art were created with the help of generative AI tools and then edited and assembled by hand. No AI content is generated while you play.
AI was used to translate the game for multi-language support. All other content, including art, animation, sound effects, and music, was either created by the developers or used under license.
Parts of the store-page text and a few short interface lines were drafted with an AI writing assistant and reviewed and edited by the developer. The game's literary text, English narration, music, sound design and visual design are human-made.
Shark Bait was made with AI assistance. AI assistants wrote the game's code, including the code that creates its 3D models, sound effects and music, so those were made by AI too. They also helped write the in-game text. The developer directed, played and reviewed all of it.
Generative AI was used to assist with portions of the Steam store page text, promotional image editing, and the creation of some in-game artwork. All AI-assisted content was reviewed and edited by the development team before inclusion in 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.
AI is used solely to assist with development, such as for some localization and the creation of internal tools.
The game does not include any features that automatically generate content in real-time during gameplay.
Store descriptions, in-game text (the hive's log) and their translations are drafted with an AI assistant and reviewed and edited by the developer.
No AI-generated images, audio or 3D assets: all visuals are captured from the game, built on licensed third-party assets.
Jump Bait was created using generative AI, including its code, visual assets, music, and written content. AI-generated content was created during development. The game does not generate AI content or connect to third-party AI services during gameplay.
Some of the text in this game was created with the help of generative AI tools.
- In-game text: Korean dialogue, stage narration and help text were drafted with an AI assistant, then rewritten and reviewed by the developer.
- Localization: the English text was produced with AI assistance and reviewed by the developer.
All artwork and UI icons are hand-authored by the developer, the sound effects are synthesized procedurally in code, and the background music is a licensed stock track. No AI runs during gameplay — all content is fixed at build time.
- Store page: the store description text was drafted with AI assistance and edited by the developer.
Generative AI was used during development to assist in the creation of some pre-generated visual and audio assets, as well as portions of promotional and store-page materials. All AI-assisted content is generated and reviewed during development and included as fixed content. No generative AI content is created during gameplay.
About Generative AI Content
We want to be transparent with our players about how AI was used during the development of this game:
Visual Art: Certain visual assets and background elements in this game were created with the assistance of generative AI tools, then reviewed and integrated by our team.
Code & Development: We utilized AI-powered coding assistant and large language models to help prototype, write, and optimize parts of the game's code to speed up development efficiency.
All AI-generated outputs shipped to players have been curated to ensure they meet our quality standards for your experience.
Generative AI tools were used throughout development to create all of the game's visual art assets and program code, as well as localization and promotional materials. All outputs were directed, reviewed, edited, tested, and integrated under the developer's supervision. The game does not generate AI content during gameplay or connect to external AI services.
Generative AI tools assisted with some pre-generated artwork, localization, and written copy during development. All included outputs were selected, reviewed, and edited by the developer before shipping. The game does not generate AI content during gameplay and does not connect to external AI services.
The artwork in this game was pre generated with AI tools, then cut, curated, corrected and animated by the developer before it shipped. This covers the character art, the city backdrops, the item and badge icons, and the store capsules. All code, level design, music and written text are the developer's own. No third party artwork was used as a source.
Suno (commercial rights) was used to generate the game's music and the hobo's spoken lines, then hand-selected and edited to match the tone of the game. The translated dialogues were produced with the assistance of a language model.
The game's design and direction are entirely my own. All visuals are generated procedurally by the game's own code.
Some of the 2D art and textures in this game were created with the help of generative AI tools. Generative AI was also used to assist with writing and translating parts of the in-game text. All AI-assisted content was reviewed and edited by the developer before release. No content is generated by AI while you play.
The developer used generative AI tools during the development process to assist with concept art and text translations. All final assets were reviewed and curated by the developer.
Generative AI was used to assist with the processing and enhancement of some images for atmospheric purposes. These images were then manually retouched and further edited by the developer before being used in the game.
Artwork used on the Steam store page was created with the assistance of generative AI and was subsequently manually edited, refined, and improved. AI tools were also used to assist with the localization of the Steam store page.
Generative AI was used in a limited, supporting role during development:
• Portions of this store page description were drafted with the help of AI text tools and then reviewed and edited by the developer.
• A small number of icons (used on the store page) were created with the assistance of AI image generation tools and refined by the developer.
The game itself does not use generative AI at runtime.
We use generative AI across all disciplines of game development with heavy amounts of human editing. That involves audio and visual art. We use it as a productivity tool so we can achieve a higher level of quality, faster, than we would have been able to.
Some store-page text and marketing images (capsules, screenshots, and similar key art) were drafted or generated with generative AI, then selected and edited by the developer.
The game itself is a hand-authored Unreal Engine title. Combat, physics, and play are not generated by AI while you play. There is no live generative AI in the build.
If later updates include AI-assisted in-game art or audio, this notice will be updated.
Marble Mill's text was written with generative AI assistance — the in-game strings, the achievement and perk descriptions, and this store page.
Nothing else is AI-generated. The mill is drawn by the game's own renderer rather than from image files: the build contains no art assets beyond the window icon, which a script in the project generates. Every chime is synthesised in code as it plays, so the game ships no audio files at all. And nothing is generated while you play — there is no AI model in the game and no calls out to one.
Generative AI was used to create some of the graphical assets used on the Steam Store page and promotional materials. The game itself does not use generative AI during gameplay.
The illustrations, the sound effects and the music in this game were created with the help of generative AI tools, then selected, edited, arranged and mixed by hand. Every cat and every bonus object was placed by hand. There is no live AI generation while the game is running: everything ships with the build and is identical for every player.
Generative AI tools were used as an assistive tool to draft and localize portions of the game's text and Steam store marketing copy. All outputs were reviewed, edited, and approved by the developer before inclusion. The game does not generate AI content while running.
