Disclosure analysis
AI content is included in the game
AI-assisted tools were used for procedural pixel art, sound effects, music, programming, early story drafts, and first-pass translations, all of which were hand-corrected or rewritten for the final game.
- Process
- AI-assisted, then edited
- Live AI during play
- No
Evidence & analysis details
- Evidence used
-
“Some of the pixel art, sound effects and music come from custom procedural tools built for this game with AI-assisted coding”
“AI tools assisted with other parts of the programming, early drafts of some story text, and first-pass translations”
- Development workflow
- Code help
- Model-reported confidence
- 95% A model estimate, not a measured accuracy rate or a human review score.
Auto-classified from the public disclosure. The raw disclosure below remains the source of truth. How classification works.
AI Usage Disclosure
Margin of Error is designed, directed and finished by a solo developer. Some of the pixel art, sound effects and music come from custom procedural tools built for this game with AI-assisted coding. I then hand-correct the art pixel by pixel and tune the audio by ear. Some game systems I programmed myself. AI tools assisted with other parts of the programming, early drafts of some story text, and first-pass translations. I reviewed and rewrote every line of English and Indonesian dialogue myself. The other languages are machine-assisted and checked with tools, and I will improve them based on player feedback. The game design, characters, world and story are my own work.
Highlights are auto-detected and may not be fully accurate. Report an issue
This disclosure in context
How comparisons workCompare this developer’s disclosure with 26,754 non-mature Steam products in the index. These figures describe published disclosures, not all games on Steam or independently verified AI use.
- AI-assisted content in the game
- 71.2%
- 18,736 of 26,317 disclosures with structured analysis.
- Compare this group
- Writing or localization
- 28.7%
- 7,670 of 26,754 indexed disclosures mention this category.
- Compare this category
Categories can overlap. A disclosure may mention several types of AI use.
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Source and record
- First indexed
- Oct 30, 2026
- Source last checked
- Oct 30, 2026
- Automatic analysis updated
- Oct 30, 2026
- Recorded text changes
- 0
The disclosure is the developer’s statement on Steam. Index dates show when we observed it, not when AI use began. History covers captured versions only. Automatic analysis can be wrong and is not a verification of the game’s content. Read the methodology.