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October 12th 2026, 7:03 AM

Coinbase Outperforms General-Purpose AI in Onramp Fraud Detection

Coinbase Outperforms General-Purpose AI in Onramp Fraud Detection

Key Summary

Coinbase has developed an open-weight AI model that outperforms a leading closed-source model in fraud detection, achieving 30% fewer fraudulent transactions and 22% less fraud value. The company's approach highlights the potential of specialized models trained for specific tasks, rather than relying on general-purpose AI systems.

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The adapted model caught a larger share of fraudulent transaction value, a measure that can matter more than simply counting detected cases.

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