[KongchangAI]
Unverified50% confidenceOpinionExact time

The author believes one reason the 50-example fine-tune counterintuitively outperformed the larger-data fine-tune is that the AI-generated synthetic complexity labels are inconsistent, and the more data there is, the more opportunities there are for noise to be amplified.

1
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50%
Confidence
Long-term
Relevance
10/18/2026
First Seen

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