Public Steam disclosure research25,497 disclosures tracked
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Generative AI was used to assist with multilingual localization of menus, help text, store page text, and UI text.
All source text was written by the developer, and the final text was implemented by the developer.
No live-generated AI content is used during gameplay.
some Artwork was generated and modified with AI tools, some of the 3D Models where designed with help of AI Models. Music was generated with AI Music Tools.
How is generative AI used in this game?
We utilized generative AI tools during the development of Threadstorm to assist with specific elements of the game's creation:
Art Assets: Some 2D sprites and visual elements within the game were created or refined using AI image generation tools. All generated assets were subsequently reviewed, edited, and curated by our team to ensure they fit the game's visual style.
Code Assistance: We utilized AI coding assistants (specifically GitHub Copilot) to help draft, optimize, and troubleshoot scripts for the Godot Engine, which helped streamline our development workflow.
All AI-assisted content has been thoroughly tested and integrated by the development team to ensure it aligns with our creative vision and quality standards.
Some promotional artwork and achievement icons were created using generative AI and then manually edited by the developer. No gameplay content is generated by AI.
StarCinder includes some content created with the assistance of generative AI tools. This includes certain music tracks, ship concept art, ship models, and background/menu imagery. The developer directed the style, mood, and design goals for these assets, then reviewed, selected, and integrated the final content into the game. StarCinder does not generate AI content during gameplay and does not connect to external AI services while players are playing.
This game uses pre-generated AI-assisted content.
Most of the visual assets used in the game and its promotional materials were created with the help of generative AI tools, including character images, background images, key visual materials, and video/trailer assets.
All AI-assisted outputs were reviewed, selected, edited, and integrated by the developer before being included in the game. The game does not generate AI content in real time during gameplay.
Some game assets were created with the help of AI tools during development. No AI runs during gameplay and no player data is sent to external services.
Some of this game's 2D art/images and in-game text were created with the help of generative AI tools during development, then reviewed and edited by the developer. Some of the game's code was also written with the assistance of AI coding tools. The game does not generate any content using AI while you play.
Generative AI was used during development to assist with polishing promotional illustrations and drafting portions of the game's logic code. Some manually drawn promotional artwork was refined with AI assistance to improve less polished areas. AI-assisted code was manually reviewed by the developer, integrated by hand, and verified through local builds and hands-on playtesting before use. The game does not include player-facing real-time AI generation.
This game utilizes AI tools to assist in the creation of pre-generated assets. AI image generation was used to conceptualize and assist in creating 2D graphical assets. Additionally, AI audio tools (Suno) were used to master, polish, and upgrade the quality of the game's chiptune soundtrack.
This game used generative AI tools as an aid in creating some of its visual assets, such as background illustrations and character/environment pixel art. All AI-generated output was reviewed, refined, and edited by the developer before being included in the game. No content is generated by AI in real time during gameplay.
The in-game interface text is translated into the supported languages using AI / machine translation. Parts of this store page description were drafted with AI. Parts of the source code were written with the help of an AI coding assistant.The in-game interface text is translated into the supported languages using AI. Parts of this store page description were drafted with AI. Parts of the source code were written with the help of an AI coding assistant.
Generative AI was used to create some of the capsule and promotional artwork displayed on the game's Steam store page. All such artwork was reviewed and selected by the developer. No AI-generated content is created during gameplay.
Parts of Hollow Orbit were made with help from generative AI tools — assisting with the game's code, some in-engine visuals and audio, and store/marketing assets like the logo and trailer graphics. All output was reviewed and finalized by the developer, and no content is generated by AI during gameplay.
Generative AI was used as an assistant during development for drafting and editing store-page text, brainstorming, and code assistance. Final game assets, gameplay, implementation, and creative direction are reviewed and edited by the developer. No live-generated AI content is used during gameplay.
Some of the visual assets in Anime Draft Survivors — including character and enemy artwork, stage backgrounds, UI ornamentation, marketing/capsule images and some audio, were created with the help of generative AI image tools, then hand edited, composited, and integrated by the developer. All game code, design, and gameplay systems are human authored. All AI assisted content is pre-rendered and fixed in the build; the game does not generate any content live during gameplay.
Fading Reel uses machine translation (automated translation software) to provide in-game interface text in languages other than English. English menus, upgrades, tutorials, and story intertitles were written by the developer; non-English versions were generated from that English source and may contain errors.
Game art, audio, gameplay, store screenshots, and the trailer were not created with generative AI.
As a solo developer, I used AI tools as a foundation to expand the game's scope, manually refining and finalizing every asset to ensure the final result is a high-quality, handcrafted experience.
Cellula was developed with the assistance of generative AI tools. The developer used AI to help write C++ code, generate 3D organelle models from text descriptions, and create UI button artwork. No AI-generated content appears in the final game without human modification, curation, and integration.
This project is itself a demonstration of how AI can democratize game development — allowing a single developer with domain expertise but limited programming experience to build something that previously required a full studio.
All game design, biological accuracy, educational content, and creative direction were provided by a human physician and educator.
This game uses AI-assisted tools during development to help draft and iterate pre-generated content such as puzzle stage layouts, UI text, store text, and implementation support.
All game content is reviewed, edited, and finalized by the developer before release. The game does not generate AI content during gameplay.
"We used generative AI tools during the development of this game. Specifically, pre-generated AI tools were utilized to create and refine some of the 2D visual assets, including concept art, UI elements, and promotional store graphics. All AI-generated content was reviewed, edited, and curated by our team to ensure quality and compliance with Steam's content policies. The game itself does not generate any live AI content during runtime."
Generative AI tools were used during development to create and edit some visual assets, including character, unit, action, and background artwork. Generative AI was also used in the creation of some sound and audio assets. All generated materials were reviewed, selected, and edited by the developer before being included in the game or its store assets. The game does not generate AI content during gameplay.
During development, I may use procedural- and AI-assisted tools to support content creation, iteration, and production workflows. In all such cases, the final product reflects my own creative direction, selection, editing, and implementation as the developer.
During the early stages of development, generative AI was used to create prototypes for some visual assets. These assets were manually redrawn and revised by the developer before being included in the game.
AI-assisted tools were used to help create some splash screen visuals and store page promotional artwork. All assets were reviewed and finalized by the developer before being included in the game and store materials.
During the development process of this game, generative AI (LLM) tools were utilized as a coding assistant in the coding and software architecture phases.
MultiScope Air Traffic Control uses a local neural text-to-speech model (Piper) to generate the pilot voice read-backs in real time on your own machine. It runs entirely offline, no voice input or player data is sent anywhere or used to train any AI model. Your spoken commands are recognized locally by your operating system, not by generative AI.
AI-assisted tools were used only to help create some sound assets. All audio was carefully reviewed and approved by the developer before being included in the game.
This game uses generative AI tools during development to create or assist with some pre-generated content. This includes code assistance, visual asset creation, and music creation.
Generative AI tools are used to assist with programming during development, to create or assist with character artwork, background artwork, store page graphics, Steam community assets, and marketing materials, and to create or assist with background music.
AI-assisted assets and code are reviewed, edited, and integrated by the developer before release. The game does not use generative AI to generate real-time content during gameplay, and players do not directly interact with a generative AI system.
The “combat AI” described in the game is a gameplay system that controls enemy behavior and tactical decision-making. It is not generative AI.
Some store assets (capsules, library art, promotional images) and some in-game terrain sprites (such as mountains and forests) started from drafts produced with AI image tools, then selected, color-graded, composited, and cropped by the developer. All publicly released assets are human-reviewed. UI, fonts, icons, player avatars, faction emblems, and other non-terrain art are drawn directly by the developer or built from licensed fonts / open-source resources — no AI generation involved. Player-to-player text messages produced at runtime by the AI model each player has chosen are disclosed separately under "Live-Generated AI".
Some visual assets, images, or concept materials used in this game are created with AI-assisted tools and further selected, adjusted, integrated, or refined by the author for use in the game's artistic presentation and content production.
This game includes some AI-generated and AI-assisted content:
1. Some in-game sprites were adjusted or edited using AI tools.
2. AI was used to correct spelling and grammar in the game's text and on the store page.
3. Adjusting some of the chiptune tracks in the game to sound more musical by putting them all in key
4. Some Steam store and achievement assets were created with AI assistance, specifically generating the greyed-out (inactive) versions of the achievement icons from the colored originals, and producing the various required store image sizes from the original promotional artwork.
All AI-assisted content was manually reviewed before release.
Generative AI was used to assist with multilingual localization of menus, help text, store page text, and UI text.
All source text was written by the developer, and the final text was implemented by the developer.
No live-generated AI content is used during gameplay.
some Artwork was generated and modified with AI tools, some of the 3D Models where designed with help of AI Models. Music was generated with AI Music Tools.
How is generative AI used in this game?
We utilized generative AI tools during the development of Threadstorm to assist with specific elements of the game's creation:
Art Assets: Some 2D sprites and visual elements within the game were created or refined using AI image generation tools. All generated assets were subsequently reviewed, edited, and curated by our team to ensure they fit the game's visual style.
Code Assistance: We utilized AI coding assistants (specifically GitHub Copilot) to help draft, optimize, and troubleshoot scripts for the Godot Engine, which helped streamline our development workflow.
All AI-assisted content has been thoroughly tested and integrated by the development team to ensure it aligns with our creative vision and quality standards.
Some promotional artwork and achievement icons were created using generative AI and then manually edited by the developer. No gameplay content is generated by AI.
StarCinder includes some content created with the assistance of generative AI tools. This includes certain music tracks, ship concept art, ship models, and background/menu imagery. The developer directed the style, mood, and design goals for these assets, then reviewed, selected, and integrated the final content into the game. StarCinder does not generate AI content during gameplay and does not connect to external AI services while players are playing.
This game uses pre-generated AI-assisted content.
Most of the visual assets used in the game and its promotional materials were created with the help of generative AI tools, including character images, background images, key visual materials, and video/trailer assets.
All AI-assisted outputs were reviewed, selected, edited, and integrated by the developer before being included in the game. The game does not generate AI content in real time during gameplay.
Some game assets were created with the help of AI tools during development. No AI runs during gameplay and no player data is sent to external services.
Some of this game's 2D art/images and in-game text were created with the help of generative AI tools during development, then reviewed and edited by the developer. Some of the game's code was also written with the assistance of AI coding tools. The game does not generate any content using AI while you play.
Generative AI was used during development to assist with polishing promotional illustrations and drafting portions of the game's logic code. Some manually drawn promotional artwork was refined with AI assistance to improve less polished areas. AI-assisted code was manually reviewed by the developer, integrated by hand, and verified through local builds and hands-on playtesting before use. The game does not include player-facing real-time AI generation.
This game utilizes AI tools to assist in the creation of pre-generated assets. AI image generation was used to conceptualize and assist in creating 2D graphical assets. Additionally, AI audio tools (Suno) were used to master, polish, and upgrade the quality of the game's chiptune soundtrack.
This game used generative AI tools as an aid in creating some of its visual assets, such as background illustrations and character/environment pixel art. All AI-generated output was reviewed, refined, and edited by the developer before being included in the game. No content is generated by AI in real time during gameplay.
The in-game interface text is translated into the supported languages using AI / machine translation. Parts of this store page description were drafted with AI. Parts of the source code were written with the help of an AI coding assistant.The in-game interface text is translated into the supported languages using AI. Parts of this store page description were drafted with AI. Parts of the source code were written with the help of an AI coding assistant.
Generative AI was used to create some of the capsule and promotional artwork displayed on the game's Steam store page. All such artwork was reviewed and selected by the developer. No AI-generated content is created during gameplay.
Parts of Hollow Orbit were made with help from generative AI tools — assisting with the game's code, some in-engine visuals and audio, and store/marketing assets like the logo and trailer graphics. All output was reviewed and finalized by the developer, and no content is generated by AI during gameplay.
Generative AI was used as an assistant during development for drafting and editing store-page text, brainstorming, and code assistance. Final game assets, gameplay, implementation, and creative direction are reviewed and edited by the developer. No live-generated AI content is used during gameplay.
Some of the visual assets in Anime Draft Survivors — including character and enemy artwork, stage backgrounds, UI ornamentation, marketing/capsule images and some audio, were created with the help of generative AI image tools, then hand edited, composited, and integrated by the developer. All game code, design, and gameplay systems are human authored. All AI assisted content is pre-rendered and fixed in the build; the game does not generate any content live during gameplay.
Fading Reel uses machine translation (automated translation software) to provide in-game interface text in languages other than English. English menus, upgrades, tutorials, and story intertitles were written by the developer; non-English versions were generated from that English source and may contain errors.
Game art, audio, gameplay, store screenshots, and the trailer were not created with generative AI.
As a solo developer, I used AI tools as a foundation to expand the game's scope, manually refining and finalizing every asset to ensure the final result is a high-quality, handcrafted experience.
Cellula was developed with the assistance of generative AI tools. The developer used AI to help write C++ code, generate 3D organelle models from text descriptions, and create UI button artwork. No AI-generated content appears in the final game without human modification, curation, and integration.
This project is itself a demonstration of how AI can democratize game development — allowing a single developer with domain expertise but limited programming experience to build something that previously required a full studio.
All game design, biological accuracy, educational content, and creative direction were provided by a human physician and educator.
This game uses AI-assisted tools during development to help draft and iterate pre-generated content such as puzzle stage layouts, UI text, store text, and implementation support.
All game content is reviewed, edited, and finalized by the developer before release. The game does not generate AI content during gameplay.
"We used generative AI tools during the development of this game. Specifically, pre-generated AI tools were utilized to create and refine some of the 2D visual assets, including concept art, UI elements, and promotional store graphics. All AI-generated content was reviewed, edited, and curated by our team to ensure quality and compliance with Steam's content policies. The game itself does not generate any live AI content during runtime."
Generative AI tools were used during development to create and edit some visual assets, including character, unit, action, and background artwork. Generative AI was also used in the creation of some sound and audio assets. All generated materials were reviewed, selected, and edited by the developer before being included in the game or its store assets. The game does not generate AI content during gameplay.
During development, I may use procedural- and AI-assisted tools to support content creation, iteration, and production workflows. In all such cases, the final product reflects my own creative direction, selection, editing, and implementation as the developer.
During the early stages of development, generative AI was used to create prototypes for some visual assets. These assets were manually redrawn and revised by the developer before being included in the game.
AI-assisted tools were used to help create some splash screen visuals and store page promotional artwork. All assets were reviewed and finalized by the developer before being included in the game and store materials.
During the development process of this game, generative AI (LLM) tools were utilized as a coding assistant in the coding and software architecture phases.
MultiScope Air Traffic Control uses a local neural text-to-speech model (Piper) to generate the pilot voice read-backs in real time on your own machine. It runs entirely offline, no voice input or player data is sent anywhere or used to train any AI model. Your spoken commands are recognized locally by your operating system, not by generative AI.
AI-assisted tools were used only to help create some sound assets. All audio was carefully reviewed and approved by the developer before being included in the game.
This game uses generative AI tools during development to create or assist with some pre-generated content. This includes code assistance, visual asset creation, and music creation.
Generative AI tools are used to assist with programming during development, to create or assist with character artwork, background artwork, store page graphics, Steam community assets, and marketing materials, and to create or assist with background music.
AI-assisted assets and code are reviewed, edited, and integrated by the developer before release. The game does not use generative AI to generate real-time content during gameplay, and players do not directly interact with a generative AI system.
The “combat AI” described in the game is a gameplay system that controls enemy behavior and tactical decision-making. It is not generative AI.
Some store assets (capsules, library art, promotional images) and some in-game terrain sprites (such as mountains and forests) started from drafts produced with AI image tools, then selected, color-graded, composited, and cropped by the developer. All publicly released assets are human-reviewed. UI, fonts, icons, player avatars, faction emblems, and other non-terrain art are drawn directly by the developer or built from licensed fonts / open-source resources — no AI generation involved. Player-to-player text messages produced at runtime by the AI model each player has chosen are disclosed separately under "Live-Generated AI".
Some visual assets, images, or concept materials used in this game are created with AI-assisted tools and further selected, adjusted, integrated, or refined by the author for use in the game's artistic presentation and content production.
This game includes some AI-generated and AI-assisted content:
1. Some in-game sprites were adjusted or edited using AI tools.
2. AI was used to correct spelling and grammar in the game's text and on the store page.
3. Adjusting some of the chiptune tracks in the game to sound more musical by putting them all in key
4. Some Steam store and achievement assets were created with AI assistance, specifically generating the greyed-out (inactive) versions of the achievement icons from the colored originals, and producing the various required store image sizes from the original promotional artwork.
All AI-assisted content was manually reviewed before release.