Public Steam disclosure research25,512 disclosures tracked
Where do games disclose AI use?
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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.
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.
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.
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.
Music and character/dialogue voice lines in the game were created with the assistance of generative AI tools. These AI-generated assets are used for background music, atmosphere, character dialogue, and narrative audio.
This game uses generative AI tools in a limited capacity:
🎨 Marketing & Concept Materials: Some marketing materials, store page assets, and early concept visuals were created or refined using generative AI tools during development.
All AI-assisted content was reviewed, edited, and approved by the development team before publication.
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 assets in this game (including the main menu background and Steam store page capsule images) were created using generative AI tools (Google Gemini). All AI-generated content was pre-rendered during development and reviewed by the developer. The game does not use any AI generation during gameplay — all assets are static and packaged with the game.
Silly Agent is a labor of love by a single developer. To make a game of this scale possible, I've integrated AI technology for specific assets like background music, character voices, and some 3D model foundations. This tech acts as my "extended team," allowing me to deliver a rich, voiced, and musically atmospheric world that would otherwise take years for one person to build manually.
This game incorporates generative AI to enhance visual storytelling and character depth in the following ways:
Video Content: A portion of the ending cinematic utilizes footage generated by Sora 2, which can be identified by its watermark.
Character Illustrations: Three soldier profile photos displayed within the Personnel Search Center were created using ChatGPT (DALL-E).
We have used these tools to supplement the creative vision of our team and ensure a more immersive atmosphere for our players.
This game's development used generative AI in three specific areas:
1. Source code: Portions of the source code were authored with assistance from large language model (LLM) coding tools.
2. Localization: In-game text translations for 10 languages (English, Simplified Chinese, Traditional Chinese, Korean, Russian, German, French, Spanish, Brazilian Portuguese, and Italian) were generated
using LLM-based tools from the original Japanese source text.
3. Visual assets (UI graphics and logo): Generative AI was used in some cases to assist with creating certain in-game UI icons and the game logo. These AI-assisted assets are limited to generic UI elements
(icons, indicators) and abstract logo designs, and do not depict real-world characters, brands, or copyrighted materials.
At combo 32, a full synth pad blooms into the void. That peak harmonic layer is generated by Google's Lyria 3 Pro music model, then mastered, EQ'd, and timed by hand to fit each track's BPM and key. The other audio layers — kick, bass, arpeggio — are synthesized live in the Web Audio API. All beat charts, timing windows, and gameplay are hand-designed. No procedural or AI-generated content drives play.
Loopfall uses generative AI for select shipped content:
• Music — created in collaboration with ElevenLabs.
• Sound effects — generated with ElevenLabs Sound Effects.
• Localization — store text and in-game UI strings are translated from English to 14 other languages via the Anthropic Claude API.
All AI-generated content is pre-rendered and baked into the build — no live AI runs at runtime. Every asset is licensed under each provider's commercial-use terms and was reviewed by the developer before release.
This game uses pre-generated AI content for its Steam store capsules and some in-game audio elements. These tools were used to support the creative process and maintain the game's aesthetic consistency.
Generative AI was used solely as a supplementary tool for music composition and a small number of non-core textures (such as background patterns and decorative assets). All AI-assisted content has undergone significant manual refinement and human oversight to ensure it meets our artistic standards and visual style. AI was used only to enhance development efficiency; all core character designs, key art, and narrative elements remain 100% human-authored.
This game uses AI to generate dynamic NPC dialogue during gameplay. NPCs respond to player actions and choices with unique, contextual conversations. All AI-generated text is filtered to ensure appropriate content.
After I personally finalized the design phase, some art assets were first rendered using generative AI tools, and I then manually refined and detailed them.
Similarly, certain background music pieces were developed with the help of generative AI tools.
Should you have any concerns about these methods, please feel free to experience the game according to your own preferences. Thank you for your understanding and consideration.
Our game uses pre-generated AI content exclusively for audio production. Specifically, we utilize generative AI tools to assist in the creation of our background music tracks and to generate voice-over (VO) dialogue for characters. All AI-assisted audio is pre-rendered during development and baked into the final game files. We do not use live-generated AI at runtime, and we do not use generative AI for visual artwork, 3D models, code, or the written narrative.
AI-assisted tools were used in the creation of some background images included in the game.
AI-assisted translation was also used for the English and Korean localization. The translated text was reviewed and adjusted during development.
There is no content generated by AI in real time during gameplay.
This game uses live-generated AI content during gameplay. Specifically, parts of the audio/signal layer are generated in real time based on game state and player interactions. No user prompts or user-generated text/images are required to play.
AI tools including ChatGPT, Gemini, Meshy, Tripo, and Fish AI
were used to assist in generating some concepts, translations,
voiceovers, and distant model processing.
This app uses AI tools during the development process, for example to configure some behavior algorithms. All cat sprite art consists of hand-drawn works by human artists, purchased under a commercial license. No generative AI is used during gameplay.
- Some 2D assets were generated partly with AI (with human pre and post passes).
- Some languages were localized with AI. We intend to make a full human pass on all languages before 1.0 launch.
In Us is developed by a small independent studio in Japan. We incorporate generative AI tools into our development pipeline to assist in the creation of certain art assets. However, every asset included in the final game is reviewed, refined, and finalized by our human artists. No asset exists in the game without human authorship.
We chose to disclose this openly because players deserve to know how the games they play are made. We understand the concerns the creative community has about generative AI, and we are committed to keeping human craft at the center of our work — both now and in everything we make in the future.
Our Creative Approach: A Human-First Duo and AI Disclosure
We are a passionate two-person team dedicated to bringing 1101 to life. To achieve the visual depth and cinematic quality we envisioned as a small studio, we utilized AI-assisted tools specifically for cinematic refinement, 3D texturing and modeling.
Here is exactly how we use AI to support our hand-crafted work:
From Concept to 3D Reality
Our 3D creation process combines traditional artistry with modern efficiency. Once we finalize a self-made image reference, hand-drawn sketch or a custom-generated image reference, we use AI-assisted modeling tools to convert that 2D vision into a 3D base mesh.
The Human Touch
This AI-assisted object is only the starting point. As a two-person team, we then step in to manually refine the geometry, adjust the proportions, and hand-modify the details. This "Human-in-the-Loop" approach allows us to bridge the gap between a 2D idea and a high-quality 3D asset, ensuring every object fits perfectly within our world’s hand-crafted design.
Cinematics: AI tools helped us polish visuals in our cinematics, allowing us to deliver high-quality storytelling that would typically require a much larger team.
Everything else is human-made. From the core gameplay mechanics and level design to the dialogue, music, and sound effects, every "soul" of this game comes directly from our hands. Ultimately, being an indie underdog means being resourceful. Using these tools wasn't about cutting corners; it was about bridging the gap to deliver a high-quality experience that a duo could otherwise never achieve. We’ve used technology to work harder on what matters most: making a game you'll love to play.
Some pre-generated visual assets used for the Steam store page and promotional materials were created with the assistance of generative AI. No live-generated AI content is used during gameplay, and the game does not connect to external AI services while running.
Generative AI tools were used as development assistance for code prototyping, design iteration, selected promotional/store artwork, and AI-generated trailer music. The final game content is reviewed, edited, integrated, and curated by the developer.
The game does not use live generative AI during gameplay. No runtime AI-generated text, images, audio, or dialogue are produced for players.
Steam page design and English localization - This is an unusual game. It consists of a huge amount of text. We couldn't translate it with a professional translator due to the enormous cost. Despite this, we really want as many people as possible to play our game. That's why we made the game free. We also hope that this game will become a great experience for our next game.
Visuals: We used generative AI tools (Midjourney, ComfyUI) to assist in creating background illustrations and concept art for characters. All AI-generated outputs were manually refined, overpainted, and edited by human artists to ensure visual consistency and quality.
Text: We utilized AI-powered translation tools to assist in localizing scripts and store page descriptions from Korean to English. All translated text was proofread and edited by a native speaker to maintain the narrative's tone and nuance.
Chuyện Tết is a solo project. Due to limited design resources, I used AI to assist in generating backgrounds and in-game assets. I then personally reviewed, edited, and refined these visuals to ensure they accurately reflect my vision and the Southern Vietnamese cultural atmosphere of the 2010s.
I used AI tools (such as ChatGPT) to assist in writing scripts and optimizing the game code, which helped bridge the technical gap as an individual developer. Additionally, AI was used for English translation and proofreading to ensure a natural and high-quality narrative for global players.
AI Disclosure
Generative AI tools were used to assist with writing store page descriptions and game development. All gameplay content — including art, audio, maze generation, and game mechanics — is created programmatically through traditional algorithms and code.
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.
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.
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.
Music and character/dialogue voice lines in the game were created with the assistance of generative AI tools. These AI-generated assets are used for background music, atmosphere, character dialogue, and narrative audio.
This game uses generative AI tools in a limited capacity:
🎨 Marketing & Concept Materials: Some marketing materials, store page assets, and early concept visuals were created or refined using generative AI tools during development.
All AI-assisted content was reviewed, edited, and approved by the development team before publication.
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 assets in this game (including the main menu background and Steam store page capsule images) were created using generative AI tools (Google Gemini). All AI-generated content was pre-rendered during development and reviewed by the developer. The game does not use any AI generation during gameplay — all assets are static and packaged with the game.
Silly Agent is a labor of love by a single developer. To make a game of this scale possible, I've integrated AI technology for specific assets like background music, character voices, and some 3D model foundations. This tech acts as my "extended team," allowing me to deliver a rich, voiced, and musically atmospheric world that would otherwise take years for one person to build manually.
This game incorporates generative AI to enhance visual storytelling and character depth in the following ways:
Video Content: A portion of the ending cinematic utilizes footage generated by Sora 2, which can be identified by its watermark.
Character Illustrations: Three soldier profile photos displayed within the Personnel Search Center were created using ChatGPT (DALL-E).
We have used these tools to supplement the creative vision of our team and ensure a more immersive atmosphere for our players.
This game's development used generative AI in three specific areas:
1. Source code: Portions of the source code were authored with assistance from large language model (LLM) coding tools.
2. Localization: In-game text translations for 10 languages (English, Simplified Chinese, Traditional Chinese, Korean, Russian, German, French, Spanish, Brazilian Portuguese, and Italian) were generated
using LLM-based tools from the original Japanese source text.
3. Visual assets (UI graphics and logo): Generative AI was used in some cases to assist with creating certain in-game UI icons and the game logo. These AI-assisted assets are limited to generic UI elements
(icons, indicators) and abstract logo designs, and do not depict real-world characters, brands, or copyrighted materials.
At combo 32, a full synth pad blooms into the void. That peak harmonic layer is generated by Google's Lyria 3 Pro music model, then mastered, EQ'd, and timed by hand to fit each track's BPM and key. The other audio layers — kick, bass, arpeggio — are synthesized live in the Web Audio API. All beat charts, timing windows, and gameplay are hand-designed. No procedural or AI-generated content drives play.
Loopfall uses generative AI for select shipped content:
• Music — created in collaboration with ElevenLabs.
• Sound effects — generated with ElevenLabs Sound Effects.
• Localization — store text and in-game UI strings are translated from English to 14 other languages via the Anthropic Claude API.
All AI-generated content is pre-rendered and baked into the build — no live AI runs at runtime. Every asset is licensed under each provider's commercial-use terms and was reviewed by the developer before release.
This game uses pre-generated AI content for its Steam store capsules and some in-game audio elements. These tools were used to support the creative process and maintain the game's aesthetic consistency.
Generative AI was used solely as a supplementary tool for music composition and a small number of non-core textures (such as background patterns and decorative assets). All AI-assisted content has undergone significant manual refinement and human oversight to ensure it meets our artistic standards and visual style. AI was used only to enhance development efficiency; all core character designs, key art, and narrative elements remain 100% human-authored.
This game uses AI to generate dynamic NPC dialogue during gameplay. NPCs respond to player actions and choices with unique, contextual conversations. All AI-generated text is filtered to ensure appropriate content.
After I personally finalized the design phase, some art assets were first rendered using generative AI tools, and I then manually refined and detailed them.
Similarly, certain background music pieces were developed with the help of generative AI tools.
Should you have any concerns about these methods, please feel free to experience the game according to your own preferences. Thank you for your understanding and consideration.
Our game uses pre-generated AI content exclusively for audio production. Specifically, we utilize generative AI tools to assist in the creation of our background music tracks and to generate voice-over (VO) dialogue for characters. All AI-assisted audio is pre-rendered during development and baked into the final game files. We do not use live-generated AI at runtime, and we do not use generative AI for visual artwork, 3D models, code, or the written narrative.
AI-assisted tools were used in the creation of some background images included in the game.
AI-assisted translation was also used for the English and Korean localization. The translated text was reviewed and adjusted during development.
There is no content generated by AI in real time during gameplay.
This game uses live-generated AI content during gameplay. Specifically, parts of the audio/signal layer are generated in real time based on game state and player interactions. No user prompts or user-generated text/images are required to play.
AI tools including ChatGPT, Gemini, Meshy, Tripo, and Fish AI
were used to assist in generating some concepts, translations,
voiceovers, and distant model processing.
This app uses AI tools during the development process, for example to configure some behavior algorithms. All cat sprite art consists of hand-drawn works by human artists, purchased under a commercial license. No generative AI is used during gameplay.
- Some 2D assets were generated partly with AI (with human pre and post passes).
- Some languages were localized with AI. We intend to make a full human pass on all languages before 1.0 launch.
In Us is developed by a small independent studio in Japan. We incorporate generative AI tools into our development pipeline to assist in the creation of certain art assets. However, every asset included in the final game is reviewed, refined, and finalized by our human artists. No asset exists in the game without human authorship.
We chose to disclose this openly because players deserve to know how the games they play are made. We understand the concerns the creative community has about generative AI, and we are committed to keeping human craft at the center of our work — both now and in everything we make in the future.
Our Creative Approach: A Human-First Duo and AI Disclosure
We are a passionate two-person team dedicated to bringing 1101 to life. To achieve the visual depth and cinematic quality we envisioned as a small studio, we utilized AI-assisted tools specifically for cinematic refinement, 3D texturing and modeling.
Here is exactly how we use AI to support our hand-crafted work:
From Concept to 3D Reality
Our 3D creation process combines traditional artistry with modern efficiency. Once we finalize a self-made image reference, hand-drawn sketch or a custom-generated image reference, we use AI-assisted modeling tools to convert that 2D vision into a 3D base mesh.
The Human Touch
This AI-assisted object is only the starting point. As a two-person team, we then step in to manually refine the geometry, adjust the proportions, and hand-modify the details. This "Human-in-the-Loop" approach allows us to bridge the gap between a 2D idea and a high-quality 3D asset, ensuring every object fits perfectly within our world’s hand-crafted design.
Cinematics: AI tools helped us polish visuals in our cinematics, allowing us to deliver high-quality storytelling that would typically require a much larger team.
Everything else is human-made. From the core gameplay mechanics and level design to the dialogue, music, and sound effects, every "soul" of this game comes directly from our hands. Ultimately, being an indie underdog means being resourceful. Using these tools wasn't about cutting corners; it was about bridging the gap to deliver a high-quality experience that a duo could otherwise never achieve. We’ve used technology to work harder on what matters most: making a game you'll love to play.
Some pre-generated visual assets used for the Steam store page and promotional materials were created with the assistance of generative AI. No live-generated AI content is used during gameplay, and the game does not connect to external AI services while running.
Generative AI tools were used as development assistance for code prototyping, design iteration, selected promotional/store artwork, and AI-generated trailer music. The final game content is reviewed, edited, integrated, and curated by the developer.
The game does not use live generative AI during gameplay. No runtime AI-generated text, images, audio, or dialogue are produced for players.
Steam page design and English localization - This is an unusual game. It consists of a huge amount of text. We couldn't translate it with a professional translator due to the enormous cost. Despite this, we really want as many people as possible to play our game. That's why we made the game free. We also hope that this game will become a great experience for our next game.
Visuals: We used generative AI tools (Midjourney, ComfyUI) to assist in creating background illustrations and concept art for characters. All AI-generated outputs were manually refined, overpainted, and edited by human artists to ensure visual consistency and quality.
Text: We utilized AI-powered translation tools to assist in localizing scripts and store page descriptions from Korean to English. All translated text was proofread and edited by a native speaker to maintain the narrative's tone and nuance.
Chuyện Tết is a solo project. Due to limited design resources, I used AI to assist in generating backgrounds and in-game assets. I then personally reviewed, edited, and refined these visuals to ensure they accurately reflect my vision and the Southern Vietnamese cultural atmosphere of the 2010s.
I used AI tools (such as ChatGPT) to assist in writing scripts and optimizing the game code, which helped bridge the technical gap as an individual developer. Additionally, AI was used for English translation and proofreading to ensure a natural and high-quality narrative for global players.
AI Disclosure
Generative AI tools were used to assist with writing store page descriptions and game development. All gameplay content — including art, audio, maze generation, and game mechanics — is created programmatically through traditional algorithms and code.