Translation Failures: Fixed

6 critical breaking points → Resolved with failsafes

Failsafe Architecture

✅ Confidence Gating: If transcription <85%, ask for clarification

✅ Code-Switch Handler: Detect mixed languages → parse intents separately

✅ Response Chunking: Multiple intents → Answer one at a time (<500ms each)

✅ Tone Preservation: Detect emotion → Match in response

✅ Cultural Reference Flag: Don't translate literally—acknowledge warmly

✅ Accent Disambiguation: Offer multiple interpretations when ambiguous