Skip to content
Tech

Why does shipping AI-written code leave no record of which model wrote it?

79

Oportunidad

AI assistants now author a significant and growing fraction of production code, but no artifact format records which model, version, or prompt produced a given function. When a vulnerability is traced to a pattern that a specific model generation reliably introduces, there is no way to query a codebase or package registry to find every function that shares the same origin. Software Bills of Materials standardized by SPDX and CycloneDX capture library dependencies, not authorship provenance of source code. The 2026 Cloudsmith supply-chain survey found 29 percent of respondents identify AI-generated package risk as their top open-source security concern, and three quarters of organizations treat SBOMs as static compliance artifacts rather than active governance instruments. The EU AI Act and the US Executive Order on AI both reference software supply-chain integrity but neither specifies w

Por qué importa

AI authorship provenance is the SBOM gap that will define the next decade of software supply-chain audits and incident response.

Cómo evalúo la oportunidad

La Puntuación de Oportunidad es mi propia lectura, no una medición: cuánto duele, con qué frecuencia aparece y qué tan poco existe para resolverlo hoy. Un valor más alto significa que creo que vale más la pena construirlo.

Gravedad7/10

Cuánto dolor causa cuando aparece.

Frecuencia8/10

Con qué frecuencia la gente se topa con ello.

Espacio en blanco8/10

Qué tan pocas herramientas buenas existen para ello hoy.

Más problemas que vale la pena resolver