Public Steam disclosure research25,376 disclosures tracked
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Generative AI tools were used during development to assist with programming, proofreading, and improving the clarity of English-language text. All player-facing text was reviewed and finalized by the developer.
Generative AI was not used to create the game’s artwork, music, sound effects, or voice acting. All artwork featured in the game and its store materials was created by human artists Iida Kiela and Paul Laane. The game design, rules, and card mechanics were also created by human designers. The game does not generate any content using AI during gameplay.
During the development of this game, we utilized generative artificial intelligence tools—specifically Claude, Gemini, and Codex (GPT)—to assist with programming, debugging, and drafting text/documentation.
Code and Systems: AI models were used as development assistants to help write, refactor, and troubleshoot code logic.
Text and Documentation: AI assistants were used to brainstorm and draft text content, which was then thoroughly reviewed, edited, and manually integrated by our development team.
Generative AI Disclosure
As a solo developer, I used generative AI tools to assist in two specific areas of development:
Coding & Debugging: Used AI as a programming assistant for troubleshooting and debugging code, helping optimize performance and stability.
Generative AI was used as a development aid, for example for ideas, text, code assistance, and visual drafts. The game was reviewed, adjusted, and finalized by the developer.
The app itself is coded with AI tools and harnesses (primarily gpt-codex models and the OpenCode desktop application).
The marketing visuals and trailer were all created with varying other models, the trailer was made with Opus 5.5.
NONE of the wallpapers are AI generated. They are all creative commons images available free to anyone online, I simply took the time to collect and bundle them into the app for local use.
Everything is done under complete human-in-the-loop from start to finish.
Generative AI was used to assist in creating one or two background 3D assets during the development process. All other 3D models, visual effects, and environmental assets were custom-made or sourced entirely from standard digital asset marketplaces like Fab.
Our visual style relies on a blend of commissioned artwork, curated assets, and custom designs. We occasionally use AI generation as a tool in our creative process, but never as a final product. Every AI-assisted asset is either fully redrawn or heavily refined by human artists before making its way into the game.
Degen Idle uses AI-assisted customer support. When you submit a support ticket, AI may use the ticket, attachments, and relevant account and gameplay information to provide a short, private reply. It does not generate live gameplay content or public chat messages, change player data, grant items, or issue refunds. Sensitive or unresolved cases are escalated for human review. AI-assisted support has no additional charge.
Generative AI was used as a development tool for selected visual assets and concept artwork, as well as for assistance during development. All AI-assisted content was reviewed, edited, and integrated by the developer.
Generative AI tools were used during development to help with coding. All assets are 3d modeled or free to use assets. The game does not generate AI content or connect to an AI service.
Trivia Mania was designed, directed, reviewed and tested by a solo developer. AI tools supported the drafting, editing and fact-checking of the questions and answers, and helped make the game's art and sound. No AI is embedded in the game and nothing is generated while you play.
We use generative AI as a reference and supporting tool during game development, while final creative decisions and implementation are made by our team.
Bringing together, refining, reviewing and coordinating the different disciplines into a functional complete game. All content was integrated into the development process, tested and aligned with the overall project before becoming part of the released version.
Generative AI has been used to help work with coding.
All Assets (art, models, animations, sprites/textures, sounds and music have been made by myself or have been bought)
AI tools assisted with the game's code and some written text during development. All artwork comes from the game's own engine, being web code. The music is composed by Juhani Junkala, and nothing is generated while you play.
AI-assisted tools were utilized during the development of this game (including visual art, sound design, and workflow optimization) to achieve higher quality. Every final element has been curated, reviewed, and integrated under the direct supervision of the development team.
All artwork, animation, writing, character designs and other creative content in this game were made by hand. None of it was created with generative AI.
Generative AI was used only in two parts of development:
Programming assistance: helping to write and debug parts of the game code.
Translation assistance: helping to translate the text for non-Chinese language versions.
The artwork and writing that players see in the game were not generated by AI.
AI assistance was limited to Python programming, including code that helps to draw environments and visual effects in Pygame. These visuals are rendered in code entirely in Python.
Sprite artwork and sound effects were created without generative AI and are sourced from licensed third-party assets.
The soundtrack for the game and trailer was composed specifically for the project in FL Studio.
No generative AI models run in the game or generate content during gameplay.
During development, generative AI tools (such as ChatGPT) were used to assist in writing and optimizing portions of the Godot (GDScript) game code, as well as for brainstorming visual concepts during the early stages of art design. All final art assets, text, audio, and code within the game have been reviewed, modified, and finalized by the developer prior to release. The game does not generate any AI content in real-time during gameplay.
Generative AI was used as a development tool while making this game, for code assistance only. All dialogue and in-game text was written by hand.
No AI-generated images, audio or text are included, and no content is generated by AI while the game is running.
Generative AI tools were used during development to assist with the creation of some 2D visual assets and development-related content. All AI-assisted content is reviewed and integrated by the development team.
- AI is used to help write scripts that create or modify some 3D models. In addition to creating many, I also personally refine and finish all models in Blender.
All additional art is human-made:
- Artwork: Created by me and my niece, with some icons licensed from the Unity Asset Store.
- Steam capsule artwork is by @Camilieroart
- Sound effects were created by myself and Kris McNaney, with additional sounds licensed from Uppbeat’s human-made library.
- Original music by Kris McNaney, with additional tracks licensed from Uppbeat’s human-made library.
Generative AI tools were used during development to assist with programming, proofreading, and improving the clarity of English-language text. All player-facing text was reviewed and finalized by the developer.
Generative AI was not used to create the game’s artwork, music, sound effects, or voice acting. All artwork featured in the game and its store materials was created by human artists Iida Kiela and Paul Laane. The game design, rules, and card mechanics were also created by human designers. The game does not generate any content using AI during gameplay.
During the development of this game, we utilized generative artificial intelligence tools—specifically Claude, Gemini, and Codex (GPT)—to assist with programming, debugging, and drafting text/documentation.
Code and Systems: AI models were used as development assistants to help write, refactor, and troubleshoot code logic.
Text and Documentation: AI assistants were used to brainstorm and draft text content, which was then thoroughly reviewed, edited, and manually integrated by our development team.
Generative AI Disclosure
As a solo developer, I used generative AI tools to assist in two specific areas of development:
Coding & Debugging: Used AI as a programming assistant for troubleshooting and debugging code, helping optimize performance and stability.
Generative AI was used as a development aid, for example for ideas, text, code assistance, and visual drafts. The game was reviewed, adjusted, and finalized by the developer.
The app itself is coded with AI tools and harnesses (primarily gpt-codex models and the OpenCode desktop application).
The marketing visuals and trailer were all created with varying other models, the trailer was made with Opus 5.5.
NONE of the wallpapers are AI generated. They are all creative commons images available free to anyone online, I simply took the time to collect and bundle them into the app for local use.
Everything is done under complete human-in-the-loop from start to finish.
Generative AI was used to assist in creating one or two background 3D assets during the development process. All other 3D models, visual effects, and environmental assets were custom-made or sourced entirely from standard digital asset marketplaces like Fab.
Our visual style relies on a blend of commissioned artwork, curated assets, and custom designs. We occasionally use AI generation as a tool in our creative process, but never as a final product. Every AI-assisted asset is either fully redrawn or heavily refined by human artists before making its way into the game.
Degen Idle uses AI-assisted customer support. When you submit a support ticket, AI may use the ticket, attachments, and relevant account and gameplay information to provide a short, private reply. It does not generate live gameplay content or public chat messages, change player data, grant items, or issue refunds. Sensitive or unresolved cases are escalated for human review. AI-assisted support has no additional charge.
Generative AI was used as a development tool for selected visual assets and concept artwork, as well as for assistance during development. All AI-assisted content was reviewed, edited, and integrated by the developer.
Generative AI tools were used during development to help with coding. All assets are 3d modeled or free to use assets. The game does not generate AI content or connect to an AI service.
Trivia Mania was designed, directed, reviewed and tested by a solo developer. AI tools supported the drafting, editing and fact-checking of the questions and answers, and helped make the game's art and sound. No AI is embedded in the game and nothing is generated while you play.
We use generative AI as a reference and supporting tool during game development, while final creative decisions and implementation are made by our team.
Bringing together, refining, reviewing and coordinating the different disciplines into a functional complete game. All content was integrated into the development process, tested and aligned with the overall project before becoming part of the released version.
Generative AI has been used to help work with coding.
All Assets (art, models, animations, sprites/textures, sounds and music have been made by myself or have been bought)
AI tools assisted with the game's code and some written text during development. All artwork comes from the game's own engine, being web code. The music is composed by Juhani Junkala, and nothing is generated while you play.
AI-assisted tools were utilized during the development of this game (including visual art, sound design, and workflow optimization) to achieve higher quality. Every final element has been curated, reviewed, and integrated under the direct supervision of the development team.
All artwork, animation, writing, character designs and other creative content in this game were made by hand. None of it was created with generative AI.
Generative AI was used only in two parts of development:
Programming assistance: helping to write and debug parts of the game code.
Translation assistance: helping to translate the text for non-Chinese language versions.
The artwork and writing that players see in the game were not generated by AI.
AI assistance was limited to Python programming, including code that helps to draw environments and visual effects in Pygame. These visuals are rendered in code entirely in Python.
Sprite artwork and sound effects were created without generative AI and are sourced from licensed third-party assets.
The soundtrack for the game and trailer was composed specifically for the project in FL Studio.
No generative AI models run in the game or generate content during gameplay.
During development, generative AI tools (such as ChatGPT) were used to assist in writing and optimizing portions of the Godot (GDScript) game code, as well as for brainstorming visual concepts during the early stages of art design. All final art assets, text, audio, and code within the game have been reviewed, modified, and finalized by the developer prior to release. The game does not generate any AI content in real-time during gameplay.
Generative AI was used as a development tool while making this game, for code assistance only. All dialogue and in-game text was written by hand.
No AI-generated images, audio or text are included, and no content is generated by AI while the game is running.
Generative AI tools were used during development to assist with the creation of some 2D visual assets and development-related content. All AI-assisted content is reviewed and integrated by the development team.
- AI is used to help write scripts that create or modify some 3D models. In addition to creating many, I also personally refine and finish all models in Blender.
All additional art is human-made:
- Artwork: Created by me and my niece, with some icons licensed from the Unity Asset Store.
- Steam capsule artwork is by @Camilieroart
- Sound effects were created by myself and Kris McNaney, with additional sounds licensed from Uppbeat’s human-made library.
- Original music by Kris McNaney, with additional tracks licensed from Uppbeat’s human-made library.
