Report by Veracode

GenAI Code Security Fall 2026: The Ceiling Moves, But on the Low-Hanging Fruit

3 FINDINGSPublished Oct 29, 2026
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Key Findings

38% of AI-generated code tasks produced vulnerable code

GenAI Code SecurityVulnerabilities

AI-generated code security improved from 56% to 62% in three months

GenAI Code Security

AI-generated Java code passed just 31% of security tests

GenAI Code SecurityJava