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Human Feedback at Scale

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1 · Human judgement at scale

1Designing human evaluations
Exercise answers
- Answer: Write, pilot and price a rating guideline
2Agreement and disagreement among many raters
3Pairwise preferences and rankings

2 · Signals from real use

4Feedback from users
5Understanding usage at scale, privately

3 · Closing the loop with few labels

6Estimating quality from few labels
7Review queues and the dataset loop

CapstoneBuild a feedback system for a support assistant Reference implementation

Answers Lesson 1: Designing human evaluations

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Core 75–90 min8 steps

Write, pilot and price a rating guideline

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Next answer Measure and diagnose four raters

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