- Improved automatic review accuracy for short wake phrases that STT initially hears as similar-sounding words. - Added a conservative Faster Whisper confirmation pass that uses the currently configured wake phrase only when the unbiased transcript is already phonetically close. - Kept unconfirmed close transcripts in the manual review inbox instead of allowing them to become harmful negative training samples. - Added visible guided-transcript and review-reason details, plus retry support for ambiguous clips through Review Now.