CITATION.cff

cff-version: 1.2.0
title: "Proof-Carrying Numbers (PCN)"
abstract: "A presentation-layer protocol that enforces numeric fidelity in LLM-generated content through mechanical verification. PCN ensures that numbers displayed to users are verified against source data, highlighting numeric hallucinations when they occur and establishing trust through proof."
authors:
  - affiliation: The World Bank Group
    name: Aivin V. Solatorio
keywords:
  - LLM
  - Numeric Hallucination
  - Verification
  - Proof-Carrying
  - Trust
  - AI Safety
repository-code: https://github.com/avsolatorio/pcn
license: MIT
type: software