Before you press play
What you’ll find in the video
- Configure TypeSafeClient to query Jev through OpenRouter by supplying an OpenRouter API key and base URL.
- Call client.system_one() with input state and a Noul primitive question instruction to classify affirmative intent on a 0 to 1 scale.
- Parse the float score from response.answers[key].noul and apply upper/lower thresholds (e.g., >0.8 or <0.2) to handle ambiguous responses.
Worth knowing
Gemini-assisted video/transcript review. Vague question instructions (such as asking whether the user lost something rather than if their answer was affirmative) can yield ambiguous middle scores around 0.34 for short inputs like 'yes'.