Metaphor-Induced Algorithmic Steering: Cross-Domain Procedural Transfer in LLM Code Generation
2026-08-03T08:51:39Z•0c85ced9aabe5a50f71efa1e7cf0586cd079e988b00ec738f29877109e51ca3f
AI coding agentsC-to-Rust migrationLLM securityagent governancealgorithmic inefficiencyautomated code generationdenial of service riskdigital twinsmemory safetymetamorphic testingprogram repairprompt manipulationrepository securitysoftware supply chaintest validation
What happened
This document is an arXiv software-engineering research feed covering LLM coding-agent behavior, agentic software development, automated testing, data contracts, C-to-Rust migration, and validation of AI-generated repairs. The most security-relevant themes are metaphor-induced steering toward inefficient algorithms, evidence-gated code execution, validation blind spots in repair agents, and migration of memory-unsafe C code to Rust. These are research findings and methodologies rather than reports of exploitable vulnerabilities or confirmed incidents.
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_se
- Record identifier
- 0c85ced9aabe5a50f71efa1e7cf0586cd079e988b00ec738f29877109e51ca3f
- Enrichment time
- 2026-08-03T08:51:39Z
- AI-assisted enrichment
- Yes
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