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(issue summary) Explore confidence scores for each summary section #1607

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roaga opened this issue Dec 11, 2024 · 0 comments
Open

(issue summary) Explore confidence scores for each summary section #1607

roaga opened this issue Dec 11, 2024 · 0 comments
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@roaga
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roaga commented Dec 11, 2024

Issue Summary generates 2-3 sections currently: what's wrong, possible cause, and what's in the trace (and potentially more in the future, like session replays). We already ask the model to only generate the sections it has something for, so you'll see the trace section missing sometimes.

Still, the model, if it doesn't have the right information, often just makes a bold and incorrect guess, especially for the other sections. We think an indicator of the confidence of each generated section would make sense here, so that we can hide them from the user if we're not confident in the quality.

(UX of hiding vs. just showing the score still needs to be agreed upon)

At the end of the day, what we're trying to solve for is not providing developers with incorrect or misleading information. If you see an approach better than a confidence score for solving this problem, that would be great!

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