Indexed March 18, 2026
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Disclosure analysis

The game uses live AI while you play

The game includes an in-game AI assistant that generates written feedback on player drawings using an on-device AI model.

Process
AI-generated
Live AI during play
Yes
Evidence & analysis details
Evidence used
“When you ask her to look at a page, she reads your drawing and writes back her impressions, a few things to try next, and an experience-point reward. That written feedback is generated by Gemma 4 E2B”
“Her notes are one opinion, and she has biases”
Model-reported confidence
98% 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

Sketch Play includes an in-game assistant called Scholia. When you ask her to look at a page, she reads your drawing and writes back her impressions, a few things to try next, and an experience-point reward. That written feedback is generated by Gemma 4 E2B, a small open-weights AI model. Scholia cannot draw. She has no ability to generate images, alter your artwork, or add anything to the page. Everything in your sketchbook is drawn by you and the people you invite. The model runs entirely on your own computer. No account or internet connection is required, nothing you draw is uploaded, and none of your work is used to train anything. Her notes are one opinion, and she has biases.

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This disclosure in context

How comparisons work

Compare this developer’s disclosure with 25,497 non-mature Steam products in the index. These figures describe published disclosures, not all games on Steam or independently verified AI use.

Live AI during play
3.2%
795 of 25,066 disclosures with structured analysis.
Compare this group
Writing or localization
27.3%
6,949 of 25,497 indexed disclosures mention this category.
Compare this category

Categories can overlap. A disclosure may mention several types of AI use.

Source and record

First indexed
Mar 18, 2026
Source last checked
Aug 24, 2026
Automatic analysis updated
Aug 26, 2026
Recorded text changes
1 Read the history

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.

Disclosure History

Captured versions of the developer’s statement. This record can miss changes between checks and does not establish when AI use began.

Cozy Sketcher's AI reviews are core features in the game. They are possible due to OpenAI's models. The game works on almost any Windows PC since the AI is run on the cloud, leaving your computer with more space for other things.

Sketch Play includes an in-game assistant called Scholia. When you ask her to look at a page, she reads your drawing and writes back her impressions, a few things to try next, and an experience-point reward. That written feedback is generated by Gemma 4 E2B, a small open-weights AI model. Scholia cannot draw. She has no ability to generate images, alter your artwork, or add anything to the page. Everything in your sketchbook is drawn by you and the people you invite. The model runs entirely on your own computer. No account or internet connection is required, nothing you draw is uploaded, and none of your work is used to train anything. Her notes are one opinion, and she has biases.