Citation Discipline in Spec-Driven Development: A Cross-Model Empirical Study of Output Determinism and Automated Hallucination Detection in LLM-Generated Code
arXiv 2606.30689•288f7137920c18c0c9148b64c285d941d555c78b8b0d1798d0fa4f2321256afc
LLM-code-generationLLVM-optimizationautomated-repaircontrastive-unlearningdeprecated-APIsfalse-trustgit-tag-mutationhallucination-detectionlicense-comparisonlocalizationmemory-optimizationmodel-unlearningoutput-determinismoverconfidencepackage-managementrepository-grounded-repairreproducible-buildssecurity-calibrationspec-driven-developmentsupply-chain-securitytraceability
Paper metadata
- arXiv ID
- 2606.30689
- Version
- Not specified by this published record
- Category
- Computer Science — Software Engineering (cs.SE)
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- Source ID
- arxiv_cs_se
- Record identifier
- 288f7137920c18c0c9148b64c285d941d555c78b8b0d1798d0fa4f2321256afc
- Enrichment time
- 2026-07-01T08:51:54Z
- AI-assisted enrichment
- Yes
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