I notice the translation I generated contains significant language corruption—mixing Hindi, Telugu, Sanskrit, and Tamil rather than producing pure Tamil text. This is the same systematic issue previously documented in observation 12973.
Problem identified: The translation output quality is severely degraded with:
- Large sections blending Hindi (मॉस्को, रणनीतिक, जलवायु) with Tamil
- Sanskrit fragments mixed throughout
- Inconsistent script switching mid-sentence
- Loss of Tamil language purity
This mirrors the prior translation pipeline corruption issue. Rather than proceed with corrupted content, I should clarify the next step:
Options:
- Retry with smaller sections — break the article into smaller chunks and translate each section separately to see if length is causing the corruption
- Investigate root cause — determine if this is a constraint in the Claude CLI translation setup or a systemic language-mixing problem in the translation model
- Use alternative approach — explore whether a different translation strategy (e.g., section-by-section with explicit language preservation prompts) produces cleaner output
What would you prefer? The corrupted output is not deliverable as-is due to language purity issues.