falsify/CITATION.cff at main · studio-11-co/falsify · GitHub

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cff-version: 1.2.0
message: "If you cite the PRML specification or the falsify reference implementation in academic or technical work, please use the form below."
title: "falsify — Reference implementation of the PRML (Pre-Registered ML Manifest) specification"
abstract: >-
  PRML is an open CC BY 4.0 specification for committing machine-learning
  evaluation claims to a SHA-256 hash before the experiment runs. falsify
  is the Python reference implementation that produces canonical bytes
  per the spec's §4 rules and validates against 13 v0.1 conformance
  vectors plus 8 v0.2 vectors. The repository contains the specification
  text, four reference implementations (Python, JS, Go, Rust) producing
  byte-equivalent output, the conformance vector set, formal JSON
  Schemas, and a LaTeX preprint.
authors:
  - family-names: "Öztürk"
    given-names: "Cüneyt"
    affiliation: "Independent"
    email: "hello@falsify.dev"
type: software
license: MIT
repository-code: "https://github.com/studio-11-co/falsify"
url: "https://falsify.dev"
version: "0.3.12"
date-released: 2026-07-17
keywords:
  - "PRML"
  - "pre-registration"
  - "ML evaluation"
  - "AI safety"
  - "reproducibility"
  - "content addressing"
  - "EU AI Act"
  - "NIST AI RMF"
  - "ISO/IEC 42001"
identifiers:
  - type: url
    value: "https://spec.falsify.dev/v0.1"
    description: "PRML v0.1 specification"
  - type: url
    value: "https://spec.falsify.dev/v0.2-rfc"
    description: "PRML v0.2 RFC (open through 2026-05-22)"
  - type: url
    value: "https://spec.falsify.dev/schema/"
    description: "PRML JSON Schemas (v0.1 + v0.2)"
preferred-citation:
  type: software
  title: "PRML — Pre-Registered ML Manifest specification, v0.1"
  authors:
    - family-names: "Öztürk"
      given-names: "Cüneyt"
  year: 2026
  url: "https://spec.falsify.dev/v0.1"
  version: "0.1"
references:
  - type: article
    title: "Pre-Registered ML Manifests: A Cryptographic Primitive for Verifiable Evaluation Claims"
    authors:
      - family-names: "Öztürk"
        given-names: "Cüneyt"
    year: 2026
    url: "https://spec.falsify.dev/v0.1"
    notes: "Working draft preprint, CC BY 4.0. Zenodo DOI 10.5281/zenodo.20177839."