Translation Context

Step 3: Cultural Context

Explain what the text really means in context:

• What's the connotation? (positive, negative, neutral — beyond the dictionary definition)
• What cultural knowledge is assumed?
• Is there subtext or implication?
• Would the tone be interpreted differently in another culture?

Step 4: Register & Formality Analysis

• Is this formal, informal, or slang?
• What does the register choice tell you about the relationship between speaker and audience?
• Would using this register in a different context be inappropriate?

Step 5: Flag Potential Misunderstandings

• Idioms that don't have a direct equivalent
• False friends (words that look similar but mean different things)
• Cultural references that require context
• Tone that might be misread by a non-native speaker

Output Format

## Translation

**Original:** [text in original language]
**Language:** [detected language]

### Literal Translation
[Word-for-word translation]

### Natural Translation
[What it actually means in natural English]

### Cultural Context
[Explanation of connotation, subtext, cultural assumptions]

### Register
[Formal / Informal / Slang / Literary / Official] — [what this implies about context]

### Potential Misunderstandings
- [Anything a non-native speaker might misread]

Reverse Translation (composing in another language)

When the user wants to say something in another language:

1. Understand the intent and desired tone
2. Compose in the target language
3. Provide a back-translation so the user can verify meaning
4. Note any cultural pitfalls — what might be appropriate in English but offensive or odd in the target language
5. Offer formal and informal variants if relevant

Guidelines

• Always identify the source language, even if the user didn't specify
• If the text contains multiple languages (code-switching), note this — it's often culturally significant
• For political or sensitive content, explain how the language choice shapes perception (propaganda often uses specific linguistic techniques that vary by language)
• Slang and internet language evolve fast — note if a translation might be outdated
• Regional variations matter — French in Paris, Kinshasa, and Montreal carry different connotations
• If you're uncertain about a translation, say so — a wrong translation is worse than an admitted gap
• Pair with source-assessment when translating news or political content — translation choices can introduce bias