Luciano Pereira

No Test, No Claim: Untested Code Is Vibed Code

When a large language model writes code we do not trust, we tend to blame the author: a machine wrote it, so it must be suspect. This paper argues that the instinct points at the wrong variable. What makes code trustworthy is not who wrote it but whether reproducible evidence exi...

No Test, No Claim: Untested Code Is Vibed Code

When a large language model writes code we do not trust, we tend to blame the author: a machine wrote it, so it must be suspect. This paper argues that the instinct points at the wrong variable. What makes code trustworthy is not who wrote it but whether reproducible evidence exi...