Disclosure analysis
AI content is included in the game
The disclosure describes LingoHUD as a translation and transcription tool with no creative or original content generation.
- Process
- AI-translated
- Live AI during play
- No
Evidence & analysis details
- Evidence used
-
“converts existing content from one language to another”
- 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
LingoHUD's output is strictly limited to language translation and speech-to-text transcription of content already present on the user's screen or audio. It does not generate creative, original, or open-ended content. Content moderation: The translation and recognition models process only user-initiated input that the user explicitly captures via a hotkey. The software does not produce novel content; it converts existing content from one language to another, or from speech and images to text. All processing is deterministic and bounded to the captured input.
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This disclosure in context
How comparisons workCompare this developer’s disclosure with 25,376 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
- 70.7%
- 17,631 of 24,946 disclosures with structured analysis.
- Compare this group
- Writing or localization
- 27.2%
- 6,893 of 25,376 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
- May 23, 2026
- Source last checked
- Aug 25, 2026
- Automatic analysis updated
- Jul 6, 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.
Tags
Disclosure History
Captured versions of the developer’s statement. This record can miss changes between checks and does not establish when AI use began.
LingoHUD uses AI models to provide real-time translation and transcription features. These include: (1) On-device speech recognition using OpenAI's Whisper model (runs locally) (2) Offline neural translation using Helsinki University's OPUS-MT models (3) Optical character recognition using RapidOCR and MangaOCR (local) (4) Speech bubble detection in manga using YOLOv8 (local, ONNX inference) (5) Language identification using Meta's FastText (local) Optionally, users may enable online translation services (Google Translate, DeepL, Groq Cloud, Google Gemini) by providing their own API keys. When enabled, data is sent only to the respective service provider; the developer does not collect or transmit user data. All AI processing is triggered by explicit user action (hotkey press). No content is generated in the background. AI outputs (translations, transcriptions, detected text) are probabilistic and may contain errors. The software is intended for casual assistive use in gaming, manga reading, and language learning, and is not suitable for legal, medical, or mission-critical applications. Built-in safeguards include hallucination detection to filter common Whisper errors, smart filters to skip non-translatable content (URLs, FPS counters, timestamps), and noise gating to prevent false transcriptions from silence.
LingoHUD's output is strictly limited to language translation and speech-to-text transcription of content already present on the user's screen or audio. It does not generate creative, original, or open-ended content. Content moderation: The translation and recognition models process only user-initiated input that the user explicitly captures via a hotkey. The software does not produce novel content; it converts existing content from one language to another, or from speech and images to text. All processing is deterministic and bounded to the captured input.