GameDoes MUTARIUM: Mutant Aquarium Defense use AI?
Creature, character and background art was AI-generated then hand-edited; code and in-game text also used AI tools, while audio is human-made.
Our AI review, medium confidence. Not a verdict; the evidence is below.
Checked against Steam on Oct 30, 2026.
Before you buy: anti-cheat, accounts, DRM
No anti-cheat, third-party account or DRM is declared on MUTARIUM: Mutant Aquarium Defense's Steam page.
Full anti-cheat, account and DRM details, with change history →
Production signals
Facts about who made the game and how players received it. They don't depend on AI, and they help tell a carefully made game that used some AI apart from mass-produced ones.
- Lativille released 0 games on Steam in the last 12 months. 1 of their 1 game disclose AI.
- This is the developer's first game on Steam.
- Not released yet.
- Our AI review of these signals: mixed signals.
What the developer says
Generative AI was used to create visual art in this game. Creature, character and background artwork was produced with AI image and animation tools, then hand-edited, cleaned up and assembled by the developer before being placed in the game. This artwork also appears in store page and marketing materials. The game additionally uses licensed, human-made pixel-art asset packs. AI tools (LLM) were also used to help write the game's code and in-game text during development, and to translate that text into the game's six non-English languages (Korean, Simplified Chinese, Japanese, Russian, Spanish, Brazilian Portuguese). All audio - music and sound effects - is human-made and licensed from human creators; no generative AI was used for audio. No AI runs during gameplay: all content is generated ahead of time and reviewed by the developer before it ships.
From the “AI Generated Content Disclosure” on the Steam store page, quoted as written. First seen by us on Oct 28, 2026.
What other sources say
| Source | Their take |
|---|---|
| Steam disclosure | AI content disclosed |
| AI judgment deepseek-flash | Major AI · mixed signals, medium confidenceReasoningThe disclosure states AI image and animation tools produced the creature, character and background artwork, a major asset type. LLMs assisted code and in-game text plus six translations. Audio is human-made and licensed, and the developer hand-edited and assembled the art, showing real production work. Against: Art was hand-edited and assembled by the developer, licensed human-made pixel-art packs are also used, and the studio has only one game with no volume-release pattern. |
| Remove AI Slop open-source extension | Mostly AI-generated (art, code, translation, music/sound) |
FAQ
Does MUTARIUM: Mutant Aquarium Defense use AI?
Yes. MUTARIUM: Mutant Aquarium Defense's developer discloses AI-generated content on its Steam page. Creature, character and background art was AI-generated then hand-edited; code and in-game text also used AI tools, while audio is human-made.
Is MUTARIUM: Mutant Aquarium Defense AI-generated?
AI-generated content makes up a major part of the game, according to its disclosure.
How does GameAICheck know?
We read the AI Generated Content Disclosure from the game's public Steam store page, check it daily, and show what independent curators and open-source tools say about it. Disclosures are self-reported by developers.
Is something wrong?
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