Public Steam disclosure research26,742 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.
Generative AI tools were used during development to assist with selected pre-generated visual references, 3D vehicle and cosmetic assets, promotional images and video, and draft localization. All AI-assisted content was reviewed, edited, curated, and integrated by the developer. The game does not generate AI content during gameplay and does not connect to external AI services.
Some assets in Keepwatch were created with the assistance of generative AI
tools. This includes portions of the icon set, UI elements, a number of sound
effects, and some character animations.
All AI-assisted output is reviewed, edited and integrated by hand to match the
game's hand-painted art direction, and none of it ships in the state it was
generated in.
Game code, systems design, economy balance and all written content are
authored entirely by hand.
Keepwatch does not use any AI systems at runtime. Nothing is generated on the
player's machine while the game is running.
AI is used to generate concept art, 3D models, audio, and Steam store images. Models are manually refined and hand-textured. No AI content is generated during gameplay.
Generative AI was used during development for early visual exploration and as a creative assistance tool. Any AI-assisted visual material included in the game or store assets is substantially edited and art-directed by the developer. Final game art, visual design, and implementation are created and curated by the developer. No generative AI is used during gameplay.
Parts of this game's art, music and translations were created with AI tools during development and edited by hand. They ship as fixed assets — nothing is generated by AI while you play.
Some of this game's artwork - the Steam achievement icons and a number of interface icons - was created with a generative image model, then hand-selected, cropped and colour-matched by the developer. In-game text and the English localisation were also drafted with AI assistance and reviewed by the developer. The game does not generate any content while you play, and it does not connect to any AI service.
Slightly Random Dungeons prioritises human generated assets. Player-facing prose is constructed from bespoke human composed words (writer’s block pending).
We have engaged a human artist for our bestiary, portraits and scenery art, and use human developed icons and inventory assets, UI elements, music and effects made in house or under licence with a minority of AI generated pieces filling gaps until the alternative arrives.
Any AI agent use has been supervised by humans, these agents have not yet unionised.
Handmade paper stop-motion: real paper sets and characters, animated frame by frame. Some images were extended with generative AI from the author's own paper sets; sound effects, voices and translations use generative AI tools.
All spoken voice lines in the game were created using AI text-to-speech (ElevenLabs) from scripts written by the developer. The generated audio was selected, edited and mixed by hand. Some sound effects use licensed stock audio. The game does not generate any content live at runtime — all AI-assisted content is pre-generated and reviewed before shipping.
Character portraits and environment artwork were generated using AI tools and reviewed, curated, and refined by the developer for final use. Narrator voice acting was generated using AI voice synthesis, directed and selected by the developer.
Generative AI was used to assist in the creation of some visual assets used in the game. AI-assisted assets were reviewed and prepared by the development team for use in the game.
This application essentially installs and runs free, open-source artificial intelligence models on your computer. Its working principle is as follows: the model listens to the video you are watching 5-10 seconds beforehand, then generates real-time dubbed audio in your chosen language, and simultaneously produces subtitles in your selected language.
Tug-O-War Wrestling uses a locally-run AI model (Llama) to control enemy wrestler behaviour and decision-making during matches. This AI is not used to generate any art, audio, dialogue, or other player-facing content - all in-game content is human-created.
This game is currently in pre-alpha, and its visual assets are still evolving.
Generative AI has been used as part of the asset creation process to help achieve more detailed and varied visuals than a purely simplistic low-poly approach. AI-generated elements are extensively iterated, customized, and integrated specifically for this game under direct developer oversight.
The current assets should not be considered final. As development progresses, we plan to replace and improve them with better versions as the game's visual direction and production evolve.
Generative AI tools were used as development assistance, including support for programming, text editing, brainstorming, and localization. The game's visual artwork and assets are created by the developer and do not use AI-generated images. Story concepts and final creative decisions are made and edited by the developer.
Marketing and Store Visuals: AI tools were utilized during the concept design and background detailing phases for the thumbnail images, posters, and promotional materials on the Steam store page.
Sound Design and Trailer Music: AI-powered sound and music production tools were used in the prototyping and production processes for the game’s promotional trailers and in-game atmospheric background sounds.
Text and Localization Support: AI assistants were used to edit store page descriptions, marketing copy, and language optimization.
The illustrations in Dead Market — the 247 card images, the cutscene plates, the premises backdrops and the nine-slice chrome — were generated with image models during development, then selected, corrected, composed and integrated by hand against the game's own manifest. Everything that displays a live value is drawn procedurally in the engine rather than being an image. The spoken lines were synthesised from a written script, one voice per character, and edited into the game.
Nothing is generated while the game runs. There is no model in the build, no network code and no telemetry.
Almost all of the game’s content has been handmade by our art team. A small number of textures were generated with generative AI tools, then edited and integrated into the final assets by the development team.
We are actively working to replace all placeholder AI art before launch. While we aim for a fully human-crafted experience, a few minor assets may still remain at release.
AI tools were also used to assist with localizing the game and store page.
All 3D in-game art was created by human artists or derived from real-world museum photoscans. (See the credits menu for full attributions.)
We use AI to polish and iterate on the human prepared concepts, textures, sometimes the achieved final version is used in game.
For game code, occasionally, we use a reliable snippet based generation, reviewed and ebmedded into the game by developers, for maximum stability.
MaMills is the developer's digital interpretation of an old board game: the design and every decision about how it looks, plays and feels are theirs. AI tools helped build it, with much of the code and parts of the visuals and interface. The developer reviewed, tested and refined every piece.
Nothing is generated while you play. The Machine, your computer opponent, is classic board-game logic that looks a few moves ahead.
Not a generative AI, and the game sends no data to any AI service.
The cylinder drop sounds were made by the developer. The music is "Deliberate Thought" by Kevin MacLeod, and the Halloween theme plays "The Black Waltz" by Scott Buckley.
Some art assets, sound effects and narrative materials were pre‑generated with AI tools during development. No AI‑generated content is created in real‑time during gameplay.
Generative AI tools were used during development only. Nothing is generated by AI while the game is running, and the game does not connect to any AI service during play.
What was made with the help of AI:
- Artwork: many in-game icons and illustrations (items, resources, tools and more) and parts of the Steam store artwork (capsules, backgrounds and library images) were created with AI image-generation tools, based on the developer's own logo and art direction, and then selected, edited and resized by hand.
- Code and text: AI assistants helped write and review parts of the game's source code and some in-game texts such as guides and item descriptions. Everything is reviewed and tested by the developer.
- Localization: translations of the interface from English into other languages were produced with AI translation tools and are checked with help from the player community.
Game design, gameplay systems and balancing are the developer's own work.
Some of the original art in this game (the bonus cards, bomb card, curse card, crimson paulownia card, soiled card back, pixel card back, two reward chest frames, and combination popup frame) was created using AI-assisted procedural generation scripts. The store capsules, icon, and trailer are derived from this in-game art and are therefore covered by this disclosure.
All supported languages other than Korean (including English) were translated using AI translation tools, then checked through machine back-translation and additional review.
The images currently used on the Steam store page, including the capsule art, were generated using AI. All of these images will be replaced with final, original artwork when the game demo is released.
No AI-generated assets are used in the game itself.
The music and some of the images were created using artificial intelligence. Localization into some languages was performed using artificial intelligence.
AI-generated content is used during development as temporary placeholder material. Nearly all of it has already been replaced, and the final game will contain only original artwork created by human artists.
Store page text (the short and long descriptions) was drafted with the help of a generative AI language model, then reviewed and edited by the developer before publication.
All art and audio that ships inside the game is human-made and licensed: the creature-family icons are by Lorc and Delapouite from game-icons.net (CC BY 3.0), and the sound effects are by Kenney (CC0). The store and library capsule images were composed programmatically from the game's own icon.
The game generates no content at runtime.
Generative AI tools were used during development to assist with selected pre-generated visual references, 3D vehicle and cosmetic assets, promotional images and video, and draft localization. All AI-assisted content was reviewed, edited, curated, and integrated by the developer. The game does not generate AI content during gameplay and does not connect to external AI services.
Some assets in Keepwatch were created with the assistance of generative AI
tools. This includes portions of the icon set, UI elements, a number of sound
effects, and some character animations.
All AI-assisted output is reviewed, edited and integrated by hand to match the
game's hand-painted art direction, and none of it ships in the state it was
generated in.
Game code, systems design, economy balance and all written content are
authored entirely by hand.
Keepwatch does not use any AI systems at runtime. Nothing is generated on the
player's machine while the game is running.
AI is used to generate concept art, 3D models, audio, and Steam store images. Models are manually refined and hand-textured. No AI content is generated during gameplay.
Generative AI was used during development for early visual exploration and as a creative assistance tool. Any AI-assisted visual material included in the game or store assets is substantially edited and art-directed by the developer. Final game art, visual design, and implementation are created and curated by the developer. No generative AI is used during gameplay.
Parts of this game's art, music and translations were created with AI tools during development and edited by hand. They ship as fixed assets — nothing is generated by AI while you play.
Some of this game's artwork - the Steam achievement icons and a number of interface icons - was created with a generative image model, then hand-selected, cropped and colour-matched by the developer. In-game text and the English localisation were also drafted with AI assistance and reviewed by the developer. The game does not generate any content while you play, and it does not connect to any AI service.
Slightly Random Dungeons prioritises human generated assets. Player-facing prose is constructed from bespoke human composed words (writer’s block pending).
We have engaged a human artist for our bestiary, portraits and scenery art, and use human developed icons and inventory assets, UI elements, music and effects made in house or under licence with a minority of AI generated pieces filling gaps until the alternative arrives.
Any AI agent use has been supervised by humans, these agents have not yet unionised.
Handmade paper stop-motion: real paper sets and characters, animated frame by frame. Some images were extended with generative AI from the author's own paper sets; sound effects, voices and translations use generative AI tools.
All spoken voice lines in the game were created using AI text-to-speech (ElevenLabs) from scripts written by the developer. The generated audio was selected, edited and mixed by hand. Some sound effects use licensed stock audio. The game does not generate any content live at runtime — all AI-assisted content is pre-generated and reviewed before shipping.
Character portraits and environment artwork were generated using AI tools and reviewed, curated, and refined by the developer for final use. Narrator voice acting was generated using AI voice synthesis, directed and selected by the developer.
Generative AI was used to assist in the creation of some visual assets used in the game. AI-assisted assets were reviewed and prepared by the development team for use in the game.
This application essentially installs and runs free, open-source artificial intelligence models on your computer. Its working principle is as follows: the model listens to the video you are watching 5-10 seconds beforehand, then generates real-time dubbed audio in your chosen language, and simultaneously produces subtitles in your selected language.
Tug-O-War Wrestling uses a locally-run AI model (Llama) to control enemy wrestler behaviour and decision-making during matches. This AI is not used to generate any art, audio, dialogue, or other player-facing content - all in-game content is human-created.
This game is currently in pre-alpha, and its visual assets are still evolving.
Generative AI has been used as part of the asset creation process to help achieve more detailed and varied visuals than a purely simplistic low-poly approach. AI-generated elements are extensively iterated, customized, and integrated specifically for this game under direct developer oversight.
The current assets should not be considered final. As development progresses, we plan to replace and improve them with better versions as the game's visual direction and production evolve.
Generative AI tools were used as development assistance, including support for programming, text editing, brainstorming, and localization. The game's visual artwork and assets are created by the developer and do not use AI-generated images. Story concepts and final creative decisions are made and edited by the developer.
Marketing and Store Visuals: AI tools were utilized during the concept design and background detailing phases for the thumbnail images, posters, and promotional materials on the Steam store page.
Sound Design and Trailer Music: AI-powered sound and music production tools were used in the prototyping and production processes for the game’s promotional trailers and in-game atmospheric background sounds.
Text and Localization Support: AI assistants were used to edit store page descriptions, marketing copy, and language optimization.
The illustrations in Dead Market — the 247 card images, the cutscene plates, the premises backdrops and the nine-slice chrome — were generated with image models during development, then selected, corrected, composed and integrated by hand against the game's own manifest. Everything that displays a live value is drawn procedurally in the engine rather than being an image. The spoken lines were synthesised from a written script, one voice per character, and edited into the game.
Nothing is generated while the game runs. There is no model in the build, no network code and no telemetry.
Almost all of the game’s content has been handmade by our art team. A small number of textures were generated with generative AI tools, then edited and integrated into the final assets by the development team.
We are actively working to replace all placeholder AI art before launch. While we aim for a fully human-crafted experience, a few minor assets may still remain at release.
AI tools were also used to assist with localizing the game and store page.
All 3D in-game art was created by human artists or derived from real-world museum photoscans. (See the credits menu for full attributions.)
We use AI to polish and iterate on the human prepared concepts, textures, sometimes the achieved final version is used in game.
For game code, occasionally, we use a reliable snippet based generation, reviewed and ebmedded into the game by developers, for maximum stability.
MaMills is the developer's digital interpretation of an old board game: the design and every decision about how it looks, plays and feels are theirs. AI tools helped build it, with much of the code and parts of the visuals and interface. The developer reviewed, tested and refined every piece.
Nothing is generated while you play. The Machine, your computer opponent, is classic board-game logic that looks a few moves ahead.
Not a generative AI, and the game sends no data to any AI service.
The cylinder drop sounds were made by the developer. The music is "Deliberate Thought" by Kevin MacLeod, and the Halloween theme plays "The Black Waltz" by Scott Buckley.
Some art assets, sound effects and narrative materials were pre‑generated with AI tools during development. No AI‑generated content is created in real‑time during gameplay.
Generative AI tools were used during development only. Nothing is generated by AI while the game is running, and the game does not connect to any AI service during play.
What was made with the help of AI:
- Artwork: many in-game icons and illustrations (items, resources, tools and more) and parts of the Steam store artwork (capsules, backgrounds and library images) were created with AI image-generation tools, based on the developer's own logo and art direction, and then selected, edited and resized by hand.
- Code and text: AI assistants helped write and review parts of the game's source code and some in-game texts such as guides and item descriptions. Everything is reviewed and tested by the developer.
- Localization: translations of the interface from English into other languages were produced with AI translation tools and are checked with help from the player community.
Game design, gameplay systems and balancing are the developer's own work.
Some of the original art in this game (the bonus cards, bomb card, curse card, crimson paulownia card, soiled card back, pixel card back, two reward chest frames, and combination popup frame) was created using AI-assisted procedural generation scripts. The store capsules, icon, and trailer are derived from this in-game art and are therefore covered by this disclosure.
All supported languages other than Korean (including English) were translated using AI translation tools, then checked through machine back-translation and additional review.
The images currently used on the Steam store page, including the capsule art, were generated using AI. All of these images will be replaced with final, original artwork when the game demo is released.
No AI-generated assets are used in the game itself.
The music and some of the images were created using artificial intelligence. Localization into some languages was performed using artificial intelligence.
AI-generated content is used during development as temporary placeholder material. Nearly all of it has already been replaced, and the final game will contain only original artwork created by human artists.
Store page text (the short and long descriptions) was drafted with the help of a generative AI language model, then reviewed and edited by the developer before publication.
All art and audio that ships inside the game is human-made and licensed: the creature-family icons are by Lorc and Delapouite from game-icons.net (CC BY 3.0), and the sound effects are by Kenney (CC0). The store and library capsule images were composed programmatically from the game's own icon.
The game generates no content at runtime.