Unverified50% confidenceCautionExact time
In programming scenarios, models may fabricate non-existent API functions, invent version numbers for libraries, or produce code solutions with logical flaws.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedLarge language models have hallucination defects in code generation scenarios, manifested as referencing non-existent library functions and generating syntactically correct but logically erroneous code.80% similarUnverifiedIn code generation scenarios, hallucination manifests as calling non-existent API methods, generating syntactically correct but logically erroneous code, or incorrectly referencing deprecated library versions.78% similarUnverifiedFunction Call将工具定义从自然语言层面提升到API结构化层面，从根本上解决了大模型幻觉导致的格式不遵循问题73% similarVerifiedLarge language models with strong reasoning capabilities can understand code semantic logic and discover new types of defects that have never appeared in known vulnerability databases.73% similarUnverified在需求描述中加入否定性描述（不需要什么）能帮助模型排除歧义路径，避免生成多余的代码模块71% similar
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