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Author

Khaled Thabit

1 public articles
Artificial intelligence

Fix evaluation bias to unlock better models on Amazon Bedrock

KKhaled Thabit·Oct 28, 2026, 12:53 AM·12 min read

The gist: Property Finder found that 96.8% of their vision-AI evaluation labels were inherited from the incumbent model, hiding its true accuracy. See how they built unbiased ground truth, applied evolutionary prompt optimization, and selected a more accurate, cost-effective model on Amazon Bedrock, cutting cost by 86% across 11

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