GPT-4o with simple boundary prompts catches some injected faults in small C programs, but it does not consistently beat random testing, MLBVA, or Klee, and the boundary prompts are not verified to produce boundary values.
GPT-3: Its nature, scope, limits, and consequences,
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Boundary Value Test Input Generation Using Prompt Engineering with LLMs: Fault Detection and Coverage Analysis
GPT-4o with simple boundary prompts catches some injected faults in small C programs, but it does not consistently beat random testing, MLBVA, or Klee, and the boundary prompts are not verified to produce boundary values.