Article

Audited vibe coding suggests partial fetal-like convergence of tumor proteomes

2026-08-31

Abstract excerpt

The balance between how much human tumors recapitulate fetal tissue programs versus lose adult tissue identity remains unresolved. I used audited vibe coding, a human-mediated, cross-model critique-and-refinement workflow, to re-analyze a public pan-cancer proteomic atlas. A primary large language model wrote and executed the analysis under scientific direction, while a separate model family audited the code, outp...

Identifiers and source

Literature Corpus work: 553cc610-1f03-53d6-9745-8b3fdbe914d4
DOI: 10.64898/2026.08.26.745609

Open publication

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