Before you press play
What you’ll find in the video
- Jev evaluates typed choices, scores, and probabilities in parallel instead of generating streaming text.
- Constraining decisions to predefined choices prevents inventional hallucinations, but does not guarantee the selection is logically correct.
- Jev can pair with automation tools like Playwright to evaluate visible UI states and choose navigation actions.
Worth knowing
Gemini-assisted video/transcript review. The presented latency and cost comparisons are quick local demonstrations rather than rigorous benchmarks, and restricted choice sets do not eliminate classification errors.