Before you press play
What you’ll find in the video
- Jev evaluates supplied options and returns probabilities rather than a conversational explanation.
- Shubham’s screening workflow extracts text from video frames before asking Jev whether that text contains sensitive information.
- The counting and date examples produce errors; Shubham recommends checking confidence rather than assuming every typed decision is correct.
Worth knowing
Gemini-assisted video/transcript review. These are exploratory demonstrations, not an accuracy or privacy audit. The suggested confidence cutoff is not a validated safety threshold, and the video-text workflow uses separate text extraction rather than native Jev vision.