LLM vibe-coded safety scripts achieve ~85% execution success but suffer ~45% silent failure rate in safety logic, with GPT-4o-Mini inaccurate in ~56% of working cases.
https://higher-order- programmer.medium.com/the-10-most-widely-used-llms-currently-in-2026-d83c15e1a2db OSHA
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Is Vibe Coding the Future? An Empirical Assessment of LLM Generated Codes for Construction Safety
LLM vibe-coded safety scripts achieve ~85% execution success but suffer ~45% silent failure rate in safety logic, with GPT-4o-Mini inaccurate in ~56% of working cases.