Public Steam disclosure research25,982 disclosures tracked
Where do games disclose AI use?
Search developers’ Steam disclosures, compare classified AI use across
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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.
Beaver's Pond's game design, creative direction, art direction, gameplay systems, and overall vision were conceived and directed by a solo human developer. All AI-generated content was curated, edited, and integrated by the developer.
AI was used to assist in the following areas:
All game code was written with AI assistance
Character sprite artwork was generated with AI assistance
Lure artwork was generated with AI assistance
Fish artwork was generated with AI assistance
All music tracks were generated with AI assistance
The game contains several code snippets and folder modifications that remain unsolved. There is no artificial intelligence that directly affects the gameplay.
This game uses generative AI to assist in creating certain in-game assets, including pixel-style character art, environmental backgrounds, and music. All AI-generated content was created using licensed commercial services.
Since I’m mostly developing this game on my own, I couldn’t have done it without a little help from AI. Portraits, some sound effects, and UI elements were refined or generated using AI. Still, most of the game is old-school manual work! I ran around with a microphone recording individual sounds, wrote entire music tracks, modeled and textured objects, and of course designed levels and much more, all with my own hands using the full range of available NO-AI classic tools. Over time, I’ve been removing more and more AI-generated content with the help of some talented friends.
We use AI as a creative assistant to refine our English descriptions and ensure they are easy to read and engaging (since we are not native speakers). In addition, some of the game’s illustrations were created with the help of generative AI tools and later refined by human artists.
Generative AI tools were used as an assistive resource during the planning and development of this game.
All AI-generated outputs were reviewed and refined by the development team before inclusion in the final product.
Generative AI tools were used as development assistance for scripting and for some marketing or store presentation assets.
All 3D models and core visual assets were created by the developer. The game does not use AI to generate content, code, images, audio, or text during gameplay, and it does not connect to any external AI services.
AI image generation tools were used to create some promotional artwork and store page images. The game does not connect to any AI services or generate AI content during play.
"The game utilizes generative AI tools for the creation of concept art, UI icons, and English-to-Turkish localization. These assets are pre-generated during the development phase and are fully reviewed and polished by our team to ensure quality and originality."
AI was used as a support tool across various aspects of development, particularly to assist with visuals and animations. The goal is not to replace human work, but to allow creative efforts to be focused where they matter most, ensuring the highest possible quality for the final game.
Some visual, audio, and narrative assets in We Die Below were created using AI-assisted tools as part of the development process. All such content was reviewed, edited, and refined by the development team to ensure consistency and quality.
Nexus Legacy is made by a solo developer using AI-assisted production tools. These tools were used during development to help with visual iteration, asset production, prototyping and code assistance, making a larger persistent MMO possible with a small production pipeline.
The final game is not a live AI generator. Gameplay design, balance, economy, progression, PvE/PvP rules, server logic, world structure, final visuals and updates are selected, reviewed, edited and maintained by the developer.
No live generative AI is used to create player-facing content while the game is running.
EQUILIBRIUM uses generative AI to power its core gameplay mechanic: the Policy Terminal.
LIVE-GENERATED CONTENT
When a player types a directive or law in natural language (e.g., "Abolish the luxury car tax"), the AI Engine analyzes the request in real time and generates a structured governmental dossier, including:
- Legislative feasibility analysis
- Budget impact and financial coverage
- Macroeconomic effects (GDP, debt, inflation)
- Social and political consensus projections
- Parliamentary vote simulation
Model used: Anthropic Claude, accessed via API.
Guardrails: AI output is constrained to a fixed set of structured fields defined by the developer. All numeric effects are clamped within bounds enforced by the simulation engine, so no AI output can produce values outside the game's defined ranges. The model operates only on the simulation state provided to it and cannot invent game data: commands that cannot be mapped to a valid government action are refused, and the player is offered bounded policy alternatives instead. No image, audio, or user-data generation is involved, and no player data is used to train any model.
Because responses are generated at runtime, outputs vary between playthroughs: the same directive may produce different wording and different outcomes.
PRE-GENERATED CONTENT
The game's background music track was generated using AI tools during development and ships with the game.
Some promo art elements (promo character) and logo for the game were created using AI tools. Also parts of trailer and in-game soundtrack was created using AI-based tools.
This game was developed with the assistance of generative AI tools for portions of code, store text, and some marketing/supporting visual assets. The game does not generate AI content during gameplay.
During the game development process, we utilized artificial intelligence tools to assist with programming and created a variety of game assets, including images, icons, and localized content.
All assets generated or assisted by AI underwent thorough review and necessary adjustments before receiving official approval from our development team. This meticulous process ensured that the quality and style of all materials met the highest standards and remained consistent throughout the project.
AI disclosure: AI assistants were used during development to help write and refine the game's source code and to edit narrative text (board memos, news headlines, event copy). All AI-assisted output was reviewed, edited, and approved by a human before shipping.
This game only uses AI-generated sound effects in partial content. All AI materials have been manually reviewed and modified, with no real-time AI content generated during gameplay.
Official AI Usage Statement:
Some of the soundtracks in the game have been procured from commercial music large-scale models and are accompanied by commercial licensing certificates.
The initial rough models of certain game elements were generated by commercially viable large-scale models to assist in the development process.
All in-game visual art assets in this title — including item icons, equipment artwork, character portraits, story illustrations, and UI decorative elements (frames, icons, and background textures) — are produced using OpenAI's ChatGPT image generation and xAI's Grok image generation API as core tools within our ink-wash and gongbi-style art pipeline. Every generated asset is reviewed, curated, manually retouched, and compositionally adjusted by the developer before being incorporated into the game. No real person's likeness has been used.
The game's source code is written by the developer, Kevin Chen, with OpenAI Codex and Anthropic Claude Code used as coding assistants during development. In-game narrative and dialogue text are written by the developer, with portions assisted by Anthropic Claude for polishing and proofreading.
Gridholm uses AI-generated imagery for its card art, champion portraits, and 3D models. As the sole developer, it's how I bring a full 250+ card game to life with a cohesive, painterly dark-fantasy look.
Visual assets (hero portraits, card art backgrounds, dice imagery, booster pack illustrations) were generated using Midjourney and refined/composed in Photopea. Suit pip icons are by Lorc and Delapouite via game-icons.net (CC BY 3.0). Sound effects and music were generated using AI tools. All AI-generated content was directed, curated, and integrated by the developer. No AI is used to generate content live at runtime — all assets are pre-rendered and embedded in the build.
Some sound effects and voice related audio assets were created or assisted using generative AI tools. These assets are used as part of the game's horror atmosphere and enemy audio design. The game does not generate AI content in real time during gameplay.
Some marketing assets for this game (capsule art) were created with the assistance of AI image generation tools. All gameplay content is procedurally generated by the NAGAS simulation engine — a custom-built system using deterministic algorithms, not generative AI.
Some visual prototype assets and early promotional materials may include content created with generative AI. Final gameplay design, implementation, balancing, and overall creative direction are developed by the creator.
Beaver's Pond's game design, creative direction, art direction, gameplay systems, and overall vision were conceived and directed by a solo human developer. All AI-generated content was curated, edited, and integrated by the developer.
AI was used to assist in the following areas:
All game code was written with AI assistance
Character sprite artwork was generated with AI assistance
Lure artwork was generated with AI assistance
Fish artwork was generated with AI assistance
All music tracks were generated with AI assistance
The game contains several code snippets and folder modifications that remain unsolved. There is no artificial intelligence that directly affects the gameplay.
This game uses generative AI to assist in creating certain in-game assets, including pixel-style character art, environmental backgrounds, and music. All AI-generated content was created using licensed commercial services.
Since I’m mostly developing this game on my own, I couldn’t have done it without a little help from AI. Portraits, some sound effects, and UI elements were refined or generated using AI. Still, most of the game is old-school manual work! I ran around with a microphone recording individual sounds, wrote entire music tracks, modeled and textured objects, and of course designed levels and much more, all with my own hands using the full range of available NO-AI classic tools. Over time, I’ve been removing more and more AI-generated content with the help of some talented friends.
We use AI as a creative assistant to refine our English descriptions and ensure they are easy to read and engaging (since we are not native speakers). In addition, some of the game’s illustrations were created with the help of generative AI tools and later refined by human artists.
Generative AI tools were used as an assistive resource during the planning and development of this game.
All AI-generated outputs were reviewed and refined by the development team before inclusion in the final product.
Generative AI tools were used as development assistance for scripting and for some marketing or store presentation assets.
All 3D models and core visual assets were created by the developer. The game does not use AI to generate content, code, images, audio, or text during gameplay, and it does not connect to any external AI services.
AI image generation tools were used to create some promotional artwork and store page images. The game does not connect to any AI services or generate AI content during play.
"The game utilizes generative AI tools for the creation of concept art, UI icons, and English-to-Turkish localization. These assets are pre-generated during the development phase and are fully reviewed and polished by our team to ensure quality and originality."
AI was used as a support tool across various aspects of development, particularly to assist with visuals and animations. The goal is not to replace human work, but to allow creative efforts to be focused where they matter most, ensuring the highest possible quality for the final game.
Some visual, audio, and narrative assets in We Die Below were created using AI-assisted tools as part of the development process. All such content was reviewed, edited, and refined by the development team to ensure consistency and quality.
Nexus Legacy is made by a solo developer using AI-assisted production tools. These tools were used during development to help with visual iteration, asset production, prototyping and code assistance, making a larger persistent MMO possible with a small production pipeline.
The final game is not a live AI generator. Gameplay design, balance, economy, progression, PvE/PvP rules, server logic, world structure, final visuals and updates are selected, reviewed, edited and maintained by the developer.
No live generative AI is used to create player-facing content while the game is running.
EQUILIBRIUM uses generative AI to power its core gameplay mechanic: the Policy Terminal.
LIVE-GENERATED CONTENT
When a player types a directive or law in natural language (e.g., "Abolish the luxury car tax"), the AI Engine analyzes the request in real time and generates a structured governmental dossier, including:
- Legislative feasibility analysis
- Budget impact and financial coverage
- Macroeconomic effects (GDP, debt, inflation)
- Social and political consensus projections
- Parliamentary vote simulation
Model used: Anthropic Claude, accessed via API.
Guardrails: AI output is constrained to a fixed set of structured fields defined by the developer. All numeric effects are clamped within bounds enforced by the simulation engine, so no AI output can produce values outside the game's defined ranges. The model operates only on the simulation state provided to it and cannot invent game data: commands that cannot be mapped to a valid government action are refused, and the player is offered bounded policy alternatives instead. No image, audio, or user-data generation is involved, and no player data is used to train any model.
Because responses are generated at runtime, outputs vary between playthroughs: the same directive may produce different wording and different outcomes.
PRE-GENERATED CONTENT
The game's background music track was generated using AI tools during development and ships with the game.
Some promo art elements (promo character) and logo for the game were created using AI tools. Also parts of trailer and in-game soundtrack was created using AI-based tools.
This game was developed with the assistance of generative AI tools for portions of code, store text, and some marketing/supporting visual assets. The game does not generate AI content during gameplay.
During the game development process, we utilized artificial intelligence tools to assist with programming and created a variety of game assets, including images, icons, and localized content.
All assets generated or assisted by AI underwent thorough review and necessary adjustments before receiving official approval from our development team. This meticulous process ensured that the quality and style of all materials met the highest standards and remained consistent throughout the project.
AI disclosure: AI assistants were used during development to help write and refine the game's source code and to edit narrative text (board memos, news headlines, event copy). All AI-assisted output was reviewed, edited, and approved by a human before shipping.
This game only uses AI-generated sound effects in partial content. All AI materials have been manually reviewed and modified, with no real-time AI content generated during gameplay.
Official AI Usage Statement:
Some of the soundtracks in the game have been procured from commercial music large-scale models and are accompanied by commercial licensing certificates.
The initial rough models of certain game elements were generated by commercially viable large-scale models to assist in the development process.
All in-game visual art assets in this title — including item icons, equipment artwork, character portraits, story illustrations, and UI decorative elements (frames, icons, and background textures) — are produced using OpenAI's ChatGPT image generation and xAI's Grok image generation API as core tools within our ink-wash and gongbi-style art pipeline. Every generated asset is reviewed, curated, manually retouched, and compositionally adjusted by the developer before being incorporated into the game. No real person's likeness has been used.
The game's source code is written by the developer, Kevin Chen, with OpenAI Codex and Anthropic Claude Code used as coding assistants during development. In-game narrative and dialogue text are written by the developer, with portions assisted by Anthropic Claude for polishing and proofreading.
Gridholm uses AI-generated imagery for its card art, champion portraits, and 3D models. As the sole developer, it's how I bring a full 250+ card game to life with a cohesive, painterly dark-fantasy look.
Visual assets (hero portraits, card art backgrounds, dice imagery, booster pack illustrations) were generated using Midjourney and refined/composed in Photopea. Suit pip icons are by Lorc and Delapouite via game-icons.net (CC BY 3.0). Sound effects and music were generated using AI tools. All AI-generated content was directed, curated, and integrated by the developer. No AI is used to generate content live at runtime — all assets are pre-rendered and embedded in the build.
Some sound effects and voice related audio assets were created or assisted using generative AI tools. These assets are used as part of the game's horror atmosphere and enemy audio design. The game does not generate AI content in real time during gameplay.
Some marketing assets for this game (capsule art) were created with the assistance of AI image generation tools. All gameplay content is procedurally generated by the NAGAS simulation engine — a custom-built system using deterministic algorithms, not generative AI.
Some visual prototype assets and early promotional materials may include content created with generative AI. Final gameplay design, implementation, balancing, and overall creative direction are developed by the creator.
