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Fraud detection by distance is broken #567

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iocanel opened this issue May 11, 2024 · 3 comments
Closed

Fraud detection by distance is broken #567

iocanel opened this issue May 11, 2024 · 3 comments

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@iocanel
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iocanel commented May 11, 2024

While working on #566 I realized that our distance based fraud detection is broken.
By broken I mean that it constantly calculates as 0 the distance between any pair of cities and thus fails to correctly detect frauds.

I think that the issue has to do with the capabilities of the model. ChatGPT 4 is capable to calculate distances, while 3.5 is not.

@geoand
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geoand commented May 11, 2024

In that case, we should probably use the latest OpenAI model

@iocanel
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iocanel commented May 11, 2024

I verify, that going with gpt-4 solves the issue. I am working on a PR.

@iocanel
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iocanel commented May 11, 2024

Resolved as of #568

@iocanel iocanel closed this as completed May 11, 2024
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