Public Steam disclosure research25,383 disclosures tracked
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Missing or unclear statements cannot establish whether a game uses AI.
Some visual, audio, and creative assets in Overcommit may be partially created with the assistance of generative AI tools during the development process.
These tools are used to help prototype ideas, generate reference material, or assist in producing certain assets. All generated content is reviewed, edited, and curated by the developer to ensure it fits the game’s artistic style and design.
Generative AI is not used to create gameplay dynamically, and it does not interact with player data.
Generative AI is used to compose the original score (instrumental VGM only. This game doesn't include vocal music) and handle the translation (primarily for Simplified Chinese version).
This game was developed by a solo developer with the assistance of generative AI tools during production.
AI tools such as ChatGPT were used as a development aid for Unreal Engine guidance, technical explanations, spell-checking, and drafting some in-game text and UI messaging. ChatGPT was also used to generate some placeholder images and audio assets during early development.
Some 3D models and textures were created using AI-assisted tools such as Tripo3D.ai. These assets may be refined, replaced, or improved over time as the project evolves and budget allows.
All gameplay systems, mechanics, design decisions, Blueprint scripting, and overall game implementation were created and assembled by the developer. No AI system autonomously generated gameplay code or core systems.
Additional assets were purchased through the Unreal Engine Fab Marketplace where noted.
AI tools were used strictly as production assistants to support solo development.
Burner Empire uses generative AI in the following ways:
During Development
Some visual assets in the game were created with the assistance of AI image generation tools. These assets were reviewed, curated, and integrated by the development team as part of the game's overall visual design.
In Gameplay
Burner Empire features an AI-driven bot fleet that populates the game world with computer-controlled players. These bots use a combination of scripted decision logic and AI-driven behavior modeling to simulate realistic player activity — cooking drugs, deploying dealers, traveling between districts, and engaging in PvP. The bot fleet exists to ensure the game world feels active and competitive regardless of the current number of human players online.
The bot fleet is not generative AI in the traditional sense — it does not produce text, images, or creative content. It is a behavioral simulation system designed to make the multiplayer environment feel alive during off-peak hours and at launch while the player community grows.
What AI Does Not Do
No generative AI is used to create real-time dialogue, procedurally generate game content during play, or make decisions that affect monetization or player accounts.
Agraria is a solo-developed project, and we're upfront that we used Ai as part of our workflow. AI tools were used as part of the production process for some art assets, music, and code assistance, with human design, creation, direction, editing, integration, and final implementation throughout. If that’s a deal-breaker for you, we totally understand!
Generative AI tools were used during the development of this game to create some of the 2D visual assets, such as background art and certain environmental textures. All AI-generated content has been reviewed and manually edited by the development team to ensure quality and consistency with the game's overall artistic style.
My Music Label leverages generative artificial intelligence to enhance your gaming experience. All in-game images, music-related assets, and even parts of the code are generated using AI technology.
The game features a multilingual system, with some languages processed using AI.
Some UI elements and game scene components were designed with AI assistance.
Game plugin code was processed using AI.
Some game music, sound effects, and trailer music were also processed using AI.
Some of the visual materials in this game are created with the assistance of generative artificial intelligence, including some display images on the store page and some art resources within the game.
Select visual assets and base scripts in this title were created with the assistance of generative AI. All AI-generated content was manually edited and strictly reviewed by the developer before final inclusion.
Supermarcat uses AI-generated content for marketing and promotional materials, including:
• Store page visual assets (capsule images, backgrounds, promotional artwork)
• Marketing screenshots and promotional images for Steam store presence
• Visual elements for social media and community content
All AI-generated content is used exclusively for marketing purposes and does not affect gameplay mechanics, game balance, or core game content. The actual game assets (sprites, animations, code, audio) are created by human developers.
AI tools are used to enhance the visual presentation of the game on digital storefronts and promotional channels, ensuring professional quality marketing materials while maintaining authentic gameplay developed entirely by human creators.
Generative AI is used only to assist with localization/translation. All localized text is reviewed and edited by the developer.
No AI-generated art, audio, or in-game live generation is used.
Some videos and images in this game are generated using artificial intelligence. AI tools were used to enhance visual effects and create unique scenes, carefully aligned with the game's art style.
Some visual and marketing assets for this game were created or assisted using AI tools during development.
No AI-generated content is used in real-time during gameplay, and all core game systems, mechanics, and player experiences are fully handcrafted.
AI-Assisted Development Disclosure
This game constructs a sprawling metropolis encompassing hundreds of locations and nearly 2,000 characters. To realize this scope, we have employed AI-assisted creation tools. AI generation contributed to: character portraits and environmental artwork; portions of dialogue and translated text; and select musical assets.
We firmly believe AI serves as a means to build more ambitious worlds and richer content. With AI assistance, our vision of simulating a living, breathing city has become achievable. We hope for your understanding and support.
The game uses AI-generated assets such as pre-rendered textures and background images to enhance the visual atmosphere. These elements were created with AI tools but are not generated dynamically during gameplay.
Some pre-generated visual assets used in the game and its store/marketing materials, including certain splash images and UI icons, were created with the assistance of generative AI tools. These assets were integrated as pre-generated content during development. The game does not use live-generated AI content during gameplay and does not connect to external AI services while running.
We used AI in some of the UI assets of the game. It was used for ideas as well as to generate some of the icons that would then be cleaned up by us and added in.
Our main programmer didn't use any AI for code, but our newbie programmer did use it to help with learning code and to develop/help with smaller portions of the game.
During development, we used AI-assisted tools to support the localization of in-game text into multiple languages. All AI-generated translations were reviewed and edited by our team to ensure accuracy and consistency with the game's tone and characters. Additionally, some food and cooking-related props were initially generated with AI-assisted tools and then manually refined by our artists to match the game's visual style and quality standards.
This game uses generative AI to support both development and gameplay features. During development, AI tools were used to assist in creating certain text, visual, and audio assets.
In-game, AI provides conversational responses during NPC interactions, enhancing immersion and social gameplay.
All AI-generated content is reviewed and controlled to ensure it aligns with the game’s design and provides a safe player experience.
Generative AI Usage Disclosure
This game features content created with the assistance of AI technology. From programming and scriptwriting to music, textures, and artwork—including the protagonist and item icons—AI has played a role in the creative process.
Our Commitment:
All AI-generated content has been strictly screened, reworked, and manually refined; it is not a direct output. By leveraging AI, I am able to focus my efforts on polishing the atmosphere and optimizing details, ensuring high quality while shortening the development cycle to bring this work to players sooner.
Some visual, audio, and creative assets in Overcommit may be partially created with the assistance of generative AI tools during the development process.
These tools are used to help prototype ideas, generate reference material, or assist in producing certain assets. All generated content is reviewed, edited, and curated by the developer to ensure it fits the game’s artistic style and design.
Generative AI is not used to create gameplay dynamically, and it does not interact with player data.
Generative AI is used to compose the original score (instrumental VGM only. This game doesn't include vocal music) and handle the translation (primarily for Simplified Chinese version).
This game was developed by a solo developer with the assistance of generative AI tools during production.
AI tools such as ChatGPT were used as a development aid for Unreal Engine guidance, technical explanations, spell-checking, and drafting some in-game text and UI messaging. ChatGPT was also used to generate some placeholder images and audio assets during early development.
Some 3D models and textures were created using AI-assisted tools such as Tripo3D.ai. These assets may be refined, replaced, or improved over time as the project evolves and budget allows.
All gameplay systems, mechanics, design decisions, Blueprint scripting, and overall game implementation were created and assembled by the developer. No AI system autonomously generated gameplay code or core systems.
Additional assets were purchased through the Unreal Engine Fab Marketplace where noted.
AI tools were used strictly as production assistants to support solo development.
Burner Empire uses generative AI in the following ways:
During Development
Some visual assets in the game were created with the assistance of AI image generation tools. These assets were reviewed, curated, and integrated by the development team as part of the game's overall visual design.
In Gameplay
Burner Empire features an AI-driven bot fleet that populates the game world with computer-controlled players. These bots use a combination of scripted decision logic and AI-driven behavior modeling to simulate realistic player activity — cooking drugs, deploying dealers, traveling between districts, and engaging in PvP. The bot fleet exists to ensure the game world feels active and competitive regardless of the current number of human players online.
The bot fleet is not generative AI in the traditional sense — it does not produce text, images, or creative content. It is a behavioral simulation system designed to make the multiplayer environment feel alive during off-peak hours and at launch while the player community grows.
What AI Does Not Do
No generative AI is used to create real-time dialogue, procedurally generate game content during play, or make decisions that affect monetization or player accounts.
Agraria is a solo-developed project, and we're upfront that we used Ai as part of our workflow. AI tools were used as part of the production process for some art assets, music, and code assistance, with human design, creation, direction, editing, integration, and final implementation throughout. If that’s a deal-breaker for you, we totally understand!
Generative AI tools were used during the development of this game to create some of the 2D visual assets, such as background art and certain environmental textures. All AI-generated content has been reviewed and manually edited by the development team to ensure quality and consistency with the game's overall artistic style.
My Music Label leverages generative artificial intelligence to enhance your gaming experience. All in-game images, music-related assets, and even parts of the code are generated using AI technology.
The game features a multilingual system, with some languages processed using AI.
Some UI elements and game scene components were designed with AI assistance.
Game plugin code was processed using AI.
Some game music, sound effects, and trailer music were also processed using AI.
Some of the visual materials in this game are created with the assistance of generative artificial intelligence, including some display images on the store page and some art resources within the game.
Select visual assets and base scripts in this title were created with the assistance of generative AI. All AI-generated content was manually edited and strictly reviewed by the developer before final inclusion.
Supermarcat uses AI-generated content for marketing and promotional materials, including:
• Store page visual assets (capsule images, backgrounds, promotional artwork)
• Marketing screenshots and promotional images for Steam store presence
• Visual elements for social media and community content
All AI-generated content is used exclusively for marketing purposes and does not affect gameplay mechanics, game balance, or core game content. The actual game assets (sprites, animations, code, audio) are created by human developers.
AI tools are used to enhance the visual presentation of the game on digital storefronts and promotional channels, ensuring professional quality marketing materials while maintaining authentic gameplay developed entirely by human creators.
Generative AI is used only to assist with localization/translation. All localized text is reviewed and edited by the developer.
No AI-generated art, audio, or in-game live generation is used.
Some videos and images in this game are generated using artificial intelligence. AI tools were used to enhance visual effects and create unique scenes, carefully aligned with the game's art style.
Some visual and marketing assets for this game were created or assisted using AI tools during development.
No AI-generated content is used in real-time during gameplay, and all core game systems, mechanics, and player experiences are fully handcrafted.
AI-Assisted Development Disclosure
This game constructs a sprawling metropolis encompassing hundreds of locations and nearly 2,000 characters. To realize this scope, we have employed AI-assisted creation tools. AI generation contributed to: character portraits and environmental artwork; portions of dialogue and translated text; and select musical assets.
We firmly believe AI serves as a means to build more ambitious worlds and richer content. With AI assistance, our vision of simulating a living, breathing city has become achievable. We hope for your understanding and support.
The game uses AI-generated assets such as pre-rendered textures and background images to enhance the visual atmosphere. These elements were created with AI tools but are not generated dynamically during gameplay.
Some pre-generated visual assets used in the game and its store/marketing materials, including certain splash images and UI icons, were created with the assistance of generative AI tools. These assets were integrated as pre-generated content during development. The game does not use live-generated AI content during gameplay and does not connect to external AI services while running.
We used AI in some of the UI assets of the game. It was used for ideas as well as to generate some of the icons that would then be cleaned up by us and added in.
Our main programmer didn't use any AI for code, but our newbie programmer did use it to help with learning code and to develop/help with smaller portions of the game.
During development, we used AI-assisted tools to support the localization of in-game text into multiple languages. All AI-generated translations were reviewed and edited by our team to ensure accuracy and consistency with the game's tone and characters. Additionally, some food and cooking-related props were initially generated with AI-assisted tools and then manually refined by our artists to match the game's visual style and quality standards.
This game uses generative AI to support both development and gameplay features. During development, AI tools were used to assist in creating certain text, visual, and audio assets.
In-game, AI provides conversational responses during NPC interactions, enhancing immersion and social gameplay.
All AI-generated content is reviewed and controlled to ensure it aligns with the game’s design and provides a safe player experience.
Generative AI Usage Disclosure
This game features content created with the assistance of AI technology. From programming and scriptwriting to music, textures, and artwork—including the protagonist and item icons—AI has played a role in the creative process.
Our Commitment:
All AI-generated content has been strictly screened, reworked, and manually refined; it is not a direct output. By leveraging AI, I am able to focus my efforts on polishing the atmosphere and optimizing details, ensuring high quality while shortening the development cycle to bring this work to players sooner.
