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Course overview

System One Models with Jev

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1 · Decisions, not text

1What a System One model is
2Calibrated probabilities
Exercise answers
- Answer: Build a calibration toolkit and test it on two models
- Answer: Repair an overconfident model with temperature scaling

2 · The Jev API

3Your first Jev request
4Choice, Score and Noul
5State and decomposition

3 · Building systems

6Routing on confidence
7Jev alongside LLMs
8Evaluating Jev on your data

CapstoneTriage a busy inbox with Jev Reference implementation

Answers Lesson 2: Calibrated probabilities

Step-by-step answer

Core 60–90 min8 steps

Build a calibration toolkit and test it on two models

Back to the exercise

Previous answerMeasure what parsing prose costs Next answer Repair an overconfident model with temperature scaling

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